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leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven Platform</p><p class="font-body text-xs md:text-sm leading-[1.5] font-normal text-current text-secondary group-hover:text-primary whitespace-pre-line">One platform to stream, store and serve data on any cloud</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Bring Your Own Cloud (BYOC)" data-discover="true" href="/byoc"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Bring Your Own Cloud (BYOC)</p></div></a></li><li><a class="group flex flex-col gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Find your perfect plan" data-discover="true" href="/pricing/calculator"><div><span class="font-body text-xs md:text-sm leading-[1.5] font-medium text-navigation mr-4 whitespace-pre-line">Find your perfect 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whitespace-pre-line">Cloud partnerships</p><ul><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="AWS" data-discover="true" href="/aws"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">AWS</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Google Cloud" data-discover="true" href="/googlecloud"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Google Cloud</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Microsoft Azure" data-discover="true" href="/azure"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Microsoft Azure</p></div></a></li></ul></div></div><div class="flex w-[400px] flex-col gap-6 p-6"><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">Stream</p><ul><li><a class="group flex flex-col gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Learn how to stream data" data-discover="true" href="/platform/stream"><div><span class="font-body text-xs md:text-sm leading-[1.5] font-medium text-navigation mr-4 whitespace-pre-line">Learn how to stream data<svg height="14" width="14" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="ml-2 inline-block text-theme-primary" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></span></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for Apache Kafka®" data-discover="true" href="/kafka"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/184cb33e057478405636d30b72f56c94f88ca103-64x64.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for Apache Kafka®</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for Apache Flink®" data-discover="true" href="/flink"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/c96d109662fa0afd283a3ce7fbd1af8a8005f682-64x64.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for Apache Flink®</p></div></a></li></ul></div><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">Store</p><ul><li><a class="group flex flex-col gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Learn how to store data" data-discover="true" href="/platform/store"><div><span class="font-body text-xs md:text-sm leading-[1.5] font-medium text-navigation mr-4 whitespace-pre-line">Learn how to store data<svg height="14" width="14" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="ml-2 inline-block text-theme-primary" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></span></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for AlloyDB Omni" data-discover="true" href="/alloydb-omni"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/8371936a7906a98fd63ae43361a9157a4a1498e5-48x48.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for AlloyDB Omni</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for PostgreSQL®" data-discover="true" href="/postgresql"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/1e41c5eca58a19a523cfc3597c6ff0f3baf71ea4-64x64.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for PostgreSQL®</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for MySQL" data-discover="true" href="/mysql"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/8443a7ce7f5ba06083c450ba0cce89a7151849b4-64x64.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for MySQL</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for Valkey™" data-discover="true" href="/valkey"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/f997cab5874d12c680040053b0a516337323f549-48x48.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for Valkey™</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for Dragonfly" data-discover="true" href="/dragonfly"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/49b048e58588a4a7acbe41dcf92c84379800936f-56x56.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for Dragonfly</p></div></a></li></ul></div><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">Serve</p><ul><li><a class="group flex flex-col gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Learn how to serve data" data-discover="true" href="/platform/serve"><div><span class="font-body text-xs md:text-sm leading-[1.5] font-medium text-navigation mr-4 whitespace-pre-line">Learn how to serve data<svg height="14" width="14" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="ml-2 inline-block text-theme-primary" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></span></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for ClickHouse®" data-discover="true" href="/clickhouse"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/41bf2f72c0a4c8def391b8bd40463dd894343541-64x64.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for ClickHouse®</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for OpenSearch®" data-discover="true" href="/opensearch"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/24f8bc050ae61d964c383f4509c62c6cb865d6ef-64x64.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for OpenSearch®</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for Metrics" data-discover="true" href="/metrics"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/85dd452da136a8d9c34d5d317508de811aa34662-48x48.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for Metrics</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for Grafana®" data-discover="true" href="/grafana"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/6ae9b34c7ca56664b6e217e40c0b3e6948de81d3-64x64.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for Grafana®</p></div></a></li></ul></div></div></div></div></div></div><div class="flex h-full items-center"><button id="1aa58a277828" aria-expanded="false" class="group relative flex items-center px-3 py-4 decoration-theme-primary underline-offset-8 hover:underline"><span class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current whitespace-pre-line">Solutions</span><i class="mb-2 ml-3 inline-block h-[7px] w-[7px] rotate-45 transform border-b-[1.5px] border-l-0 border-r-[1.5px] border-t-0 border-solid border-grey-40 group-hover:relative group-hover:top-2 group-hover:-rotate-[135deg] decoration-theme-primary underline-offset-8 hover:underline"></i></button><div role="region" aria-labelledby="1aa58a277828" class="absolute left-0 top-full z-50 filter-dropshadow hidden"><div class="border-stroke bg-primary mt-2 max-h-mega-nav overflow-y-auto rounded-lg border"><div class="flex"><div class="flex w-[400px] flex-col gap-6 p-6 bg-secondary"><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">Use cases</p><ul><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="AI" data-discover="true" href="/solutions/aiven-for-ai"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">AI</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="AI database optimization" data-discover="true" href="/solutions/aiven-ai-database-optimizer"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">AI database optimization</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Vector databases" data-discover="true" href="/solutions/aiven-for-vector-databases"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Vector databases</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Event streaming" data-discover="true" href="/solutions/aiven-for-streaming"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Event streaming</p></div></a></li><li><a class="group flex flex-col gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="View all solutions" data-discover="true" href="/solutions"><div><span class="font-body text-xs md:text-sm leading-[1.5] font-medium text-navigation mr-4 whitespace-pre-line">View all solutions<svg height="14" width="14" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="ml-2 inline-block text-theme-primary" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></span></div></a></li></ul></div></div><div class="flex w-[400px] flex-col gap-6 p-6"><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">Industries</p><ul><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Retail" data-discover="true" href="/solutions/aiven-for-retail"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Retail</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Software" data-discover="true" href="/solutions/aiven-for-software"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Software</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Fintech" data-discover="true" href="/solutions/aiven-for-fintech"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Fintech</p></div></a></li><li><a class="group flex flex-col gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="View all case studies" data-discover="true" href="/case-studies"><div><span class="font-body text-xs md:text-sm leading-[1.5] font-medium text-navigation mr-4 whitespace-pre-line">View all case studies<svg height="14" width="14" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="ml-2 inline-block text-theme-primary" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></span></div></a></li></ul></div></div><div class="flex w-[400px] flex-col gap-6 p-6"><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">For Enterprise</p><ul><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Expert services" data-discover="true" href="/expert-services"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Expert services</p></div></a></li></ul></div><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">For Startup</p><ul><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Cluster startup program" data-discover="true" href="/cluster"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Cluster startup program</p></div></a></li></ul></div><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">For Partners</p><ul><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Partners" data-discover="true" href="/partners"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Partners</p></div></a></li></ul></div></div></div></div></div></div><div class="flex h-full items-center"><button id="86ef58c39bfe" aria-expanded="false" class="group relative flex items-center px-3 py-4 decoration-theme-primary underline-offset-8 hover:underline decoration-theme-primary underline underline-offset-8"><span class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current whitespace-pre-line">Resources</span><i class="mb-2 ml-3 inline-block h-[7px] w-[7px] rotate-45 transform border-b-[1.5px] border-l-0 border-r-[1.5px] border-t-0 border-solid border-grey-40 group-hover:relative group-hover:top-2 group-hover:-rotate-[135deg] decoration-theme-primary underline-offset-8 hover:underline"></i></button><div role="region" aria-labelledby="86ef58c39bfe" class="absolute left-0 top-full z-50 filter-dropshadow hidden"><div class="border-stroke bg-primary mt-2 max-h-mega-nav overflow-y-auto rounded-lg border"><div class="flex"><div class="flex w-[400px] flex-col gap-6 p-6 bg-secondary"><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">Using Aiven</p><ul><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" href="https://aiven.io/docs" aria-label="Documentation"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Documentation<svg height="14" width="14" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="-rotate-45 text-theme-primary" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" href="https://status.aiven.io/" aria-label="Incident status updates"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Incident status updates<svg height="14" width="14" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="-rotate-45 text-theme-primary" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" href="https://ideas.aiven.io" aria-label="Aiven Ideas"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven Ideas<svg height="14" width="14" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="-rotate-45 text-theme-primary" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></p><p class="font-body text-xs md:text-sm leading-[1.5] font-normal text-current text-secondary group-hover:text-primary whitespace-pre-line">Product ideas and public roadmap</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Changelog" data-discover="true" href="/changelog"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Changelog</p></div></a></li></ul></div></div><div class="flex w-[400px] flex-col gap-6 p-6"><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">Discover</p><ul><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Events" data-discover="true" href="/events"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 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aria-label="SQL Formatter" data-discover="true" href="/tools/sql-formatter"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">SQL Formatter</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="SQL Syntax Checker" data-discover="true" href="/tools/sql-syntax-checker"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">SQL Syntax Checker</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="SQL to Text" data-discover="true" href="/tools/sql-to-text"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">SQL to Text</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Text to SQL" data-discover="true" href="/tools/text-to-sql"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Text to SQL</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="SQL Minifier" data-discover="true" href="/tools/sql-minifier"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">SQL Minifier</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="SQL Compare" data-discover="true" href="/tools/sql-compare"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">SQL Compare</p></div></a></li><li><a class="group flex flex-col gap-3 rounded-lg p-3 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border-b-[1.5px] border-l-0 border-r-[1.5px] border-t-0 border-solid border-grey-40 group-hover:relative group-hover:top-2 group-hover:-rotate-[135deg] decoration-theme-primary underline-offset-8 hover:underline"></i></button><div role="region" aria-labelledby="4637606471c5" class="absolute left-0 top-full z-50 filter-dropshadow hidden"><div class="border-stroke bg-primary mt-2 max-h-mega-nav overflow-y-auto rounded-lg border"><div class="flex"><div class="flex w-[400px] flex-col gap-6 p-6 bg-secondary"><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">About</p><ul><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="About Aiven" data-discover="true" href="/about"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">About Aiven</p></div></a></li><li><a class="group flex 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https://cdn.sanity.io/images/sczeoy4w/production/fa97bb4696e38e6a7c603ab4d3e6e51d4a07afc2-1920x1037.jpg?w=500&q=80&fit=max&auto=format&dpr=1.5 500w, https://cdn.sanity.io/images/sczeoy4w/production/fa97bb4696e38e6a7c603ab4d3e6e51d4a07afc2-1920x1037.jpg?w=800&q=80&fit=max&auto=format&dpr=1.5 800w" sizes="(min-width:1280px) 300px, 50vw"/></div><div><span class="font-body text-xs md:text-sm leading-[1.5] font-medium text-navigation mr-4 whitespace-pre-line">See our open positions<svg height="14" width="14" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="ml-2 inline-block text-theme-primary" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></span></div></a></li></ul></div></div></div></div></div></div><a class="relative z-40 hover:text-primary px-3 py-4 decoration-theme-primary underline-offset-8 hover:underline [&>*]:pointer-events-none" 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0.222656 1.24976 0.332031L0.648193 0.933594C0.511475 1.07031 0.456787 1.23438 0.456787 1.39844C0.456787 1.58984 0.511475 1.75391 0.648193 1.86328L5.95288 7.16797Z" fill="currentColor"></path></svg></button><div role="region" aria-labelledby="mobile-bb686c004610" aria-hidden="true" class="fixed bottom-0 left-0 right-0 top-mobile-nav z-20 overflow-y-scroll bg-[white] transition-all duration-300 ease-out invisible translate-x-full"><div class="sticky top-0 bg-[white]"><button class="border-stroke hover:bg-secondary flex w-full items-center gap-4 border-b px-7 py-6"><svg height="16" width="16" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="rotate-180 text-current" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="font-body text-sm md:text-base leading-[1.5] font-medium text-current 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aria-label="Aiven for Apache Flink®" data-discover="true" href="/flink"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/c96d109662fa0afd283a3ce7fbd1af8a8005f682-64x64.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for Apache Flink®</p></div></a></li></ul></div><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">Store</p><ul><li><a class="group flex flex-col gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Learn how to store data" data-discover="true" href="/platform/store"><div><span class="font-body text-xs md:text-sm leading-[1.5] font-medium text-navigation mr-4 whitespace-pre-line">Learn how to store data<svg height="14" width="14" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="ml-2 inline-block text-theme-primary" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></span></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for AlloyDB Omni" data-discover="true" href="/alloydb-omni"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/8371936a7906a98fd63ae43361a9157a4a1498e5-48x48.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for AlloyDB Omni</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 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class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for MySQL</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for Valkey™" data-discover="true" href="/valkey"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/f997cab5874d12c680040053b0a516337323f549-48x48.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for Valkey™</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for Dragonfly" data-discover="true" href="/dragonfly"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/49b048e58588a4a7acbe41dcf92c84379800936f-56x56.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for Dragonfly</p></div></a></li></ul></div><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">Serve</p><ul><li><a class="group flex flex-col gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Learn how to serve data" data-discover="true" href="/platform/serve"><div><span class="font-body text-xs md:text-sm leading-[1.5] font-medium text-navigation mr-4 whitespace-pre-line">Learn how to serve data<svg height="14" width="14" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="ml-2 inline-block text-theme-primary" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></span></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for ClickHouse®" data-discover="true" href="/clickhouse"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/41bf2f72c0a4c8def391b8bd40463dd894343541-64x64.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for ClickHouse®</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for OpenSearch®" data-discover="true" href="/opensearch"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/24f8bc050ae61d964c383f4509c62c6cb865d6ef-64x64.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for OpenSearch®</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for Metrics" data-discover="true" href="/metrics"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/85dd452da136a8d9c34d5d317508de811aa34662-48x48.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for Metrics</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Aiven for Grafana®" data-discover="true" href="/grafana"><img aria-hidden="true" loading="lazy" width="24px" height="24px" class="h-6 w-6 rounded-full object-cover" src="https://cdn.sanity.io/images/sczeoy4w/production/6ae9b34c7ca56664b6e217e40c0b3e6948de81d3-64x64.svg?w=24&q=80&fit=max&auto=format&dpr=1.5" alt="" title=""/><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Aiven for Grafana®</p></div></a></li></ul></div></div></div></div><div><button id="mobile-1aa58a277828" aria-expanded="false" class="flex w-full items-center hover:bg-secondary justify-between pl-6 pr-7 py-5"><span class="font-body text-sm md:text-base leading-[1.5] font-medium text-current whitespace-pre-line">Solutions</span><svg height="8px" width="10px" viewBox="0 0 13 8" xmlns="http://www.w3.org/2000/svg" class="-rotate-90 text-current" aria-hidden="true"><path d="M5.95288 7.16797C6.06226 7.33203 6.22632 7.38672 6.41772 7.38672C6.58179 7.38672 6.74585 7.33203 6.88257 7.16797L12.1873 1.86328C12.2966 1.75391 12.3787 1.58984 12.3787 1.39844C12.3787 1.23438 12.2966 1.07031 12.1873 0.933594L11.5857 0.332031C11.449 0.222656 11.2849 0.140625 11.1208 0.140625C10.9294 0.140625 10.7654 0.195312 10.656 0.304688L6.41772 4.54297L2.17944 0.304688C2.04272 0.195312 1.87866 0.140625 1.7146 0.140625C1.52319 0.140625 1.35913 0.222656 1.24976 0.332031L0.648193 0.933594C0.511475 1.07031 0.456787 1.23438 0.456787 1.39844C0.456787 1.58984 0.511475 1.75391 0.648193 1.86328L5.95288 7.16797Z" fill="currentColor"></path></svg></button><div role="region" aria-labelledby="mobile-1aa58a277828" aria-hidden="true" class="fixed bottom-0 left-0 right-0 top-mobile-nav z-20 overflow-y-scroll bg-[white] transition-all duration-300 ease-out invisible translate-x-full"><div class="sticky top-0 bg-[white]"><button class="border-stroke hover:bg-secondary flex w-full items-center gap-4 border-b px-7 py-6"><svg height="16" width="16" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="rotate-180 text-current" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="font-body text-sm md:text-base leading-[1.5] font-medium text-current whitespace-pre-line">Solutions</span></button></div><div class="flex flex-col gap-6 px-8 py-6"><div><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-theme-secondary mb-3 whitespace-pre-line">Use cases</p><ul><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="AI" data-discover="true" href="/solutions/aiven-for-ai"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">AI</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="AI database optimization" data-discover="true" href="/solutions/aiven-ai-database-optimizer"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">AI database optimization</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Vector databases" data-discover="true" href="/solutions/aiven-for-vector-databases"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Vector databases</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Event streaming" data-discover="true" href="/solutions/aiven-for-streaming"><div><p class="font-body 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hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Retail" data-discover="true" href="/solutions/aiven-for-retail"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Retail</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Software" data-discover="true" href="/solutions/aiven-for-software"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Software</p></div></a></li><li><a class="group flex gap-3 rounded-lg p-3 hover:bg-grey-5 [&>*]:pointer-events-none" aria-label="Fintech" data-discover="true" href="/solutions/aiven-for-fintech"><div><p class="font-body text-xs md:text-sm leading-[1.5] font-medium text-current mb-1 inline-flex items-center gap-2 whitespace-pre-line">Fintech</p></div></a></li><li><a class="group flex flex-col gap-3 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0.140625 1.35913 0.222656 1.24976 0.332031L0.648193 0.933594C0.511475 1.07031 0.456787 1.23438 0.456787 1.39844C0.456787 1.58984 0.511475 1.75391 0.648193 1.86328L5.95288 7.16797Z" fill="currentColor"></path></svg></button><div role="region" aria-labelledby="mobile-86ef58c39bfe" aria-hidden="true" class="fixed bottom-0 left-0 right-0 top-mobile-nav z-20 overflow-y-scroll bg-[white] transition-all duration-300 ease-out invisible translate-x-full"><div class="sticky top-0 bg-[white]"><button class="border-stroke hover:bg-secondary flex w-full items-center gap-4 border-b px-7 py-6"><svg height="16" width="16" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="rotate-180 text-current" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="font-body text-sm md:text-base leading-[1.5] font-medium text-current 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definitions on various key terms and concepts</p></div></div></div></section><div class=" h-layout2"></div><div class="mx-auto max-w-container-with-padding p-layout2"><div role="search" class="flex flex-col gap-5"><div><div class="flex flex-col gap-5 md:flex-row"><div class="relative flex-1"><svg height="16" width="16" viewBox="0 0 20 20" xmlns="http://www.w3.org/2000/svg" class="absolute left-5 top-1/2 translate-y-[-50%] text-grey-60 dark:text-grey-40" aria-hidden="true"><path d="M19.56 17.44L14.62 12.5C15.49 11.21 16 9.67 16 8C16 3.58 12.42 0 8 0C3.58 0 0 3.58 0 8C0 12.42 3.58 16 8 16C9.67 16 11.21 15.49 12.5 14.62L17.44 19.56C17.71 19.83 18.09 20 18.5 20C19.33 20 20 19.33 20 18.5C20 18.09 19.83 17.71 19.56 17.44ZM8 14C4.69 14 2 11.31 2 8C2 4.69 4.69 2 8 2C11.31 2 14 4.69 14 8C14 11.31 11.31 14 8 14Z" fill="currentColor"></path></svg><input type="search" placeholder="I want to read about" class="border-stroke bg-primary w-full rounded border border-solid p-5 pl-[56px] text-base 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[&>*]:pointer-events-none" href="#S-Z" rel="nofollow">S-Z</a></div></div></div><div class=" h-layout3 md:h-layout4"></div><h2 class="font-heading text-xl md:text-2xl leading-[1.375] font-semibold text-primary mb-5 whitespace-pre-line" id="A-D">A-D</h2><div class="mb-layout5"><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line"><span>Apache Cassandra<sup>®</sup></span></h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Apache Cassandra is an open-source distributed, wide column, NoSQL database management system designed for handling large amounts of data across multiple servers.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/an-introduction-to-apache-cassandra">An introduction to Apache Cassandra®</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/products/cassandra">Get started</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line"><span>Apache Flink<sup>®</sup></span></h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Apache Flink is an open-source stream processing framework for big data processing and analytics. It supports event time processing and provides high-throughput, low-latency data processing.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/introduction-to-apache-flink">An introduction to Apache Flink®</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/developer/get-to-know-the-aiven-api-with-postman">Get to know the Aiven API with Postman</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line"><span>Apache Kafka<sup>®</sup></span></h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Apache Kafka is an open-source event streaming platform used for building real-time data pipelines and streaming applications. It facilitates the processing of large-scale, real-time data feeds.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/developer/what-is-apache-kafka">What is Apache Kafka®?</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/kafka-simply-explained">Apache Kafka® simply explained</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/products/kafka/concepts">Docs: Apache Kafka® concepts</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">BYOC</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Bring Your Own Cloud (BYOC) is a deployment model where managed data services are deployed directly to the customer's own cloud account. This means that customers can enjoy the managed service experience, while all compute, storage and networking infrastructure services - and associated costs - remain under their direct control.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/byoc">What is BYOC?</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/optimize-your-cloud-data-infrastructure-spend-with-byoc">Optimize your cloud data infrastructure spend</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/webinar/byoc">Webinar: Achieve lower TCO and keep full control of your data</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/platform/concepts/byoc">Docs: About BYOC</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Caching</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Caching is a technique used to store frequently accessed data in a temporary storage location to reduce access time and improve system performance. It helps in minimizing the time required to retrieve data by keeping a copy of it in a fast cache closer to the application that uses it.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/products/caching/concepts/high-availability-redis">Docs: High availability in Aiven for Caching</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/what-is-dragonfly">What is Dragonfly?</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/valkey">Aiven for Valkey</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Clickhouse</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">ClickHouse is an open-source columnar database management system designed for fast analytical processing of large volumes of data. Its key use case is for real-time online analytical processing (OLAP).</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/what-is-clickhouse">What is Clickhouse®?</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/products/clickhouse/concepts/columnar-databases">Docs: ClickHouse® as a columnar database</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/clickhouse">Aiven for Clickhouse®</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Cloud infrastructure costs</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Cloud infrastructure costs include the expenses associated with the provision and usage of cloud computing resources, such as virtual machines, storage, and network bandwidth.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/optimizing-cloud-infrastructure-costs">What to consider when optimizing cloud infrastructure costs</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/ebook/7-ways-to-optimize-your-cloud-infrastructure-costs">Ebook: 7 ways to optimize your cloud infrastructure costs</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Data pipeline</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">A data pipeline is a series of processes and components that facilitate the automated and controlled movement of data from source to destination, often involving data extraction, transformation, and loading (ETL). Data pipelines are used to enable data integration, analysis, and storage.</p><a class="text-primary group/link inline-flex w-fit items-center gap-2 rounded border border-transparent bg-transparent font-medium no-underline decoration-theme-primary underline-offset-8 transition-colors duration-200 ease-in-out hover:underline focus-visible:outline-blue-40 disabled:text-grey-30 group-hover/link:underline group/arrow mt-5 [&>*]:pointer-events-none" data-discover="true" href="/glossary/what-is-a-data-pipeline">What Is a Data Pipeline? (Definition & Examples)<svg height="16" width="16" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="transition-all group-hover/arrow:translate-x-2 text-primary-80" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></a></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/case-studies/best-deal-for-priceline">Case study: Priceline</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/the-future-of-data-pipelines">The future of data pipelines</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/webinar/how-to-build-data-analytics-pipelines-faster-than-your-morning-commute">Webinar: How to build data analytics pipelines faster than your morning commute</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Data streaming</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Data streaming is a method of transmitting and processing data continuously in real time. It allows for the efficient and immediate transfer of information, making it valuable for various applications such as event-driven architectures and microservices, marketing personalization, real-time analytics, change data capture, real-time AI recommendations, monitoring, and much more.</p><a class="text-primary group/link inline-flex w-fit items-center gap-2 rounded border border-transparent bg-transparent font-medium no-underline decoration-theme-primary underline-offset-8 transition-colors duration-200 ease-in-out hover:underline focus-visible:outline-blue-40 disabled:text-grey-30 group-hover/link:underline group/arrow mt-5 [&>*]:pointer-events-none" data-discover="true" href="/glossary/data-streaming-your-gateway-to-real-time-insights">Data streaming: Your gateway to real-time insights<svg height="16" width="16" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="transition-all group-hover/arrow:translate-x-2 text-primary-80" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></a></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/podcast/the-future-of-real-time-data-streaming">Navigating Kafka: Challenges, solutions, and the future of real-time data streaming</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/webinar/set-up-your-data-streaming-infrastructure-in-30-minutes">Set up your data streaming infrastructure in 30 minutes</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/ebook/real-time-data-to-drive-real-time-business">Get Real: Real-time data to drive real-time business</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/developer/create-your-own-data-stream-for-kafka-with-python-and-faker">Create your own data stream for Apache Kafka® with Python and Faker</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Database Administrator (DBA)</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">DBAs, or Database Administrators, are professionals responsible for managing and maintaining databases, ensuring their performance, security, and reliability.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/dbas-shouldnt-be-afraid-of-managed-services">Why DBAs embrace managed services</a></div></div></div></div></div><h2 class="font-heading text-xl md:text-2xl leading-[1.375] font-semibold text-primary mb-5 whitespace-pre-line" id="E-L">E-L</h2><div class="mb-layout5"><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">ETL</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">ETL, or Extract, Transform, Load, is a process used in data integration where data is extracted from source systems, transformed into a suitable format, and loaded into a target database, data warehouse, or data lake for analysis and reporting.</p><a class="text-primary group/link inline-flex w-fit items-center gap-2 rounded border border-transparent bg-transparent font-medium no-underline decoration-theme-primary underline-offset-8 transition-colors duration-200 ease-in-out hover:underline focus-visible:outline-blue-40 disabled:text-grey-30 group-hover/link:underline group/arrow mt-5 [&>*]:pointer-events-none" data-discover="true" href="/glossary/what-is-etl">What Is ETL? <svg height="16" width="16" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg" class="transition-all group-hover/arrow:translate-x-2 text-primary-80" aria-hidden="true"><path d="M2.66669 8H13.3334m0 0L9.33335 4m4.00005 4-4.00005 4" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></a></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/kafka">Aiven for Apache Kafka</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/bigquery-changes-in-real-time-to-kafka">Reverse your ETL</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/developer/first-streaming-sql-pipeline-with-apache-flink">Move from Batch to Streaming</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/products/kafka ">Docs: Aiven for Apache Kafka</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Event and processing times</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Event and Processing Times refer to the timing aspects of data processing in a system, where "event time" is the time when an event occurs, and "processing time" is the time when the system processes that event.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/products/flink/concepts/event-processing-time">Docs: Event and processing times</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Event streaming</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Event streaming refers to the continuous flow of events or data in real-time, allowing systems to react to and process events as they occur. It is commonly used for applications like real-time data analysis, monitoring, and building event-driven architectures.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/solutions/aiven-for-streaming">Aiven for Event Streaming</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/evaluating-your-event-streaming-needs-the-software-architect-way">Evaluating your event streaming needs, the software architect way</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/solving-problems-with-event-streaming">Solving problems with event streaming</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/case-studies/simplilearn-helps-millions-of-students-upskill-with-aiven">Case study: Simplilearn</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/webinar/4-ways-to-think-like-an-sa-ondemand">Webinar: 4 ways to think like a software architect while evaluating solutions</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Event-driven architecture</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Event-driven architecture is a design approach where the flow of information and functionality is based on events or messages, with components reacting to events rather than relying on centralized control. This architecture is often used in real-time and distributed systems to improve scalability and responsiveness.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/introduction-to-event-driven-architecture">Introduction to event-driven architecture</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Google BigQuery</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Google BigQuery is a fully-managed, serverless data warehouse that enables super-fast SQL queries using the processing power of Google's infrastructure.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/gcp/bigquery-trial">Fast analytics with Aiven for Apache Kafka® and Google BigQuery</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/products/flink/howto/connect-bigquery">Docs: Integrate Aiven for Apache Flink® with Google BigQuery</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Hosted data streaming</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Hosted Data Streaming refers to a service where the infrastructure and resources for data streaming are provided and managed by a third-party hosting provider.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/kafka">Aiven for Apache Kafka®</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">In-memory database</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">An in-memory database is a type of database management system that stores data primarily in the main memory (RAM) rather than on disk storage. This allows for significantly faster data access and processing compared to traditional disk-based databases. Examples include Valkey (open source alternative to Redis®) and Dragonfly.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/introducing-aiven-for-valkey">Introducing Aiven for Valkey</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/what-is-dragonfly">What is Dragonfly?</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/valkey">Aiven for Valkey</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Kafka messaging</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Kafka messaging involves the use of Apache Kafka®, a distributed streaming platform, to facilitate the seamless and fault-tolerant exchange of real-time data between applications, enabling efficient data integration and communication.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/developer/what-is-apache-kafka">What is Apache Kafka®?</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Karapace</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Karapace is an open-source project that provides a RESTful interface for Apache Kafka®, facilitating easier management and monitoring.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/what-is-karapace">What is Karapace?</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/products/kafka/howto/enable-karapace">Docs: Use Karapace with Aiven for Apache Kafka®</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/products/kafka/karapace/get-started">Docs: Get started</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Karapace</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Karapace is an open source project that provides a schema registry and REST API for Apache Kafka®. It is built and maintained by Aiven and licensed under Apache 2.0.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/karapace-strengthens-schema-management">Karapace strengthens schema management</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/kafka">Aiven for Kafka®</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Key-value database</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">A key-value database is a type of NoSQL database that uses a simple key-value pair mechanism to store data. Each key is unique and maps directly to a single value, enabling efficient retrieval and storage of data. Examples include PostgreSQL, Valkey (open source alternative to Redis(R)) and Dragonfly.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/introducing-aiven-for-valkey">Introducing Aiven for Valkey</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/an-introduction-to-redis">Introduction to Redis®</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/valkey">Aiven for Valkey</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/postgresql">Aiven for PostgreSQL®</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Klaw</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Klaw is a web-based, fully open source data governance toolkit for Apache Kafka® topic and schema governance. Klaw helps Kafka admins add and define roles for Kafka users, create Kafka Topics, manage schemas, authorize producers and consumers, manage connectors, and more.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/introducing-klaw-for-apache-kafka-governance">Introducing Klaw for Apache Kafka® governance</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/products/kafka/howto/kafka-klaw">Docs: Connect Aiven for Apache Kafka® with Klaw</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/klaw-in-2022-simplifying-apache-kafka-data-governance">Klaw in 2022: simplifying Apache Kafka data governance</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/kafka">Aiven for Kafka®</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Kubernetes</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Kubernetes are tools used for container orchestration and infrastructure provisioning, respectively, in cloud-native applications.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/kubernetes-vs-terraform">Kubernetes vs. Terraform</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/tools/kubernetes">Docs: Aiven Operator for Kubernetes®</a></div></div></div></div></div><h2 class="font-heading text-xl md:text-2xl leading-[1.375] font-semibold text-primary mb-5 whitespace-pre-line" id="M-R">M-R</h2><div class="mb-layout5"><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Microservice</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Microservice is a software architectural style where a system is composed of small, independent services that communicate over well-defined APIs. It promotes flexibility and scalability.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/how-are-your-microservices-talking">How are your microservices talking?</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line"><span>MySQL<sup>®</sup></span></h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">MySQL® is an open-source relational database management system (RDBMS) widely used for storing and managing structured data. It employs the SQL (Structured Query Language) for database management and is known for its reliability and performance.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/what-is-mysql">What is MySQL?</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line"><span>PostgreSQL<sup>®</sup></span></h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">PostgreSQL is an open source relational database system (RDBMS) that has a strong reputation for reliability, feature robustness, and performance. Frequently called Postgres, it is SQL compliant. provides atomicity, consistency, isolation, durability (ACID) properties, and is commonly used as a large datastore for analytics and web services with many concurrent users.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/an-introduction-to-postgresql">Introduction to PostgreSQL®</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/postgresql-concepts-and-terms">PostgreSQL® concepts and terms</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/use-cases-for-postgresql">Use cases for PostgreSQL®</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/postgresql">Aiven for PostgreSQL®</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Python data stream</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Python Data Stream refers to the continuous flow of data in Python programming, often used in scenarios like data processing and analysis.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/developer/create-your-own-data-stream-for-kafka-with-python-and-faker">Create your own data stream for Apache Kafka® with Python and Faker</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Real time analytics</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Real-Time Analytics involves the analysis of data as it is generated to provide immediate insights and decision-making capabilities.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/why-you-should-think-about-moving-analytics-from-batch-to-real-time">Why you should think about moving analytics from batch to real-time</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/build-a-real-time-analytics-pipeline">Build a real-time analytics pipeline in less time than your morning bus ride</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Real time data</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Real-time data refers to information that is available immediately as it is generated or becomes relevant, without any significant delay. Real-time data is essential for applications like stock trading, monitoring, and dynamic decision-making.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/real-time-stock-data-with-apache-flink-and-apache-kafka">Real-time stock data with Apache Flink® and Apache Kafka®</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Rsyslog</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">rsyslog is open-source software used for centralizing and managing log messages in a Unix or Unix-like environment.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/integrations/rsyslog">Docs: Remote syslog integration</a></div></div></div></div></div><h2 class="font-heading text-xl md:text-2xl leading-[1.375] font-semibold text-primary mb-5 whitespace-pre-line" id="S-Z">S-Z</h2><div class="mb-layout5"><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Stream processing</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Stream processing is the practice of processing and analyzing data as it is continuously generated, without the need to store and batch-process it first. It is suitable for real-time applications like fraud detection, recommendation systems, and IoT data processing.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/flink">Aiven for Apache Flink®</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/webinar/aiven-for-apache-flink-a-new-developer-experience">Webinar: Aiven for Apache Flink® - A new developer experience for data stream processing</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Streaming data analytics</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Streaming data analytics involves the real-time analysis of continuously generated data streams, allowing organizations to extract meaningful insights and make informed decisions based on up-to-the-moment information.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/streaming-data-analytics-in-the-real-world">Streaming data analytics in the real world</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Terraform</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Terraform is an infrastructure as code tool that lets you build, change, and version cloud and on-prem resources safely and efficiently.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/developer/terraform">Aiven Terraform cookbook</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/kubernetes-vs-terraform">Kubernetes vs. Terraform</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Time series data</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Time series data consists of data points collected and recorded at regular time intervals, allowing for the analysis of trends and patterns over time. It is commonly used metrics for gathering and in applications like weather forecasting, financial analysis, and IoT sensor data analysis.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/clickhouse">Managed ClickHouse database as a service</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Time series database</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">A time series database is a specialized database system designed for efficient storage and retrieval of time series data. It is optimized for querying and analyzing data points with timestamps, making it suitable for applications where historical data and trends are essential, such as in monitoring and analytics.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" href="https://aiven.io/docs/platform/concepts/choosing-timeseries-database">Docs: Choosing a timeseries database</a></div></div></div></div><div class="group h-full w-full rounded-md"><div class="border-stroke group relative flex h-full w-full flex-col rounded-md border mb-5 flex sm:!flex-row overflow-hidden"><div class="flex-1 px-6 py-6 border-stroke border-b sm:basis-2/3 sm:border-b-0 sm:border-r sm:border-solid"><div class="mb-3 [&>h3]:md:text-lg"><h3 class="font-body text-sm md:text-base leading-[1.5] font-semibold text-primary whitespace-pre-line">Valkey</h3></div><p class="font-body text-sm md:text-base leading-[1.5] font-normal text-secondary whitespace-pre-line">Valkey is an open source (BSD) high-performance key-value datastore based on the OSS version of the popular Redis® database which recently changed its licensing model. Valkey supports a variety of workloads such as caching, message queues, and can act as a primary database.</p></div><div class="px-6 pb-6 last:pt-0 !pt-6 sm:basis-1/3"><p class="font-body text-xs leading-[1.5] tracking-[0.1em] uppercase font-medium text-secondary mb-5 whitespace-pre-line">Resources:</p><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/blog/introducing-aiven-for-valkey">Introducing Aiven for Valkey</a></div><div class="mb-5 last:mb-0"><a class="text-link text-sm sm:text-base [&>*]:pointer-events-none" data-discover="true" href="/valkey">Aiven for Valkey</a></div></div></div></div></div></div></main><footer role="contentinfo" class="dark bg-grey-100"><div class="mx-auto max-w-container-with-padding px-layout2 py-layout3 md:py-layout6"><div class="mb-layout5 flex flex-col justify-between gap-6 lg:flex-row"><div class="flex flex-1 flex-col flex-wrap gap-6 md:flex-row"><div class="basis-full border-b 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title="" data-discover="true" href="/dragonfly">Aiven for Dragonfly</a></li><li class="font-body text-xs leading-[1.5] tracking-[0.04em] font-normal text-primary mt-2 whitespace-pre-line"><a class="whitespace-nowrap text-grey-40 hover:underline [&>*]:pointer-events-none" title="" data-discover="true" href="/caching">Aiven for Caching</a></li><li class="font-body text-xs leading-[1.5] tracking-[0.04em] font-normal text-primary mt-2 whitespace-pre-line"><a class="whitespace-nowrap text-grey-40 hover:underline [&>*]:pointer-events-none" title="" data-discover="true" href="/clickhouse">Aiven for ClickHouse®</a></li><li class="font-body text-xs leading-[1.5] tracking-[0.04em] font-normal text-primary mt-2 whitespace-pre-line"><a class="whitespace-nowrap text-grey-40 hover:underline [&>*]:pointer-events-none" title="" data-discover="true" href="/opensearch">Aiven for OpenSearch®</a></li><li class="font-body text-xs leading-[1.5] tracking-[0.04em] font-normal text-primary mt-2 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