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data-heap-author-id="144586627" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Cong-Xie/144586627"><span class=""><span>Cong Xie</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143812875" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Oluwasanmi-Koyejo/143812875"><span class=""><span>Oluwasanmi Koyejo</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143720373" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Indranil-Gupta/143720373"><span class=""><span>Indranil Gupta</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=arXiv.org"><span class="" data-test-id="venue-metadata"><span>arXiv.org</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>10 March 2019</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>It is proved that the proposed asynchronous federated optimization algorithm has near-linear convergence to a global optimum, for both strongly and non-strongly convex problems, as well as a restricted family of non-convex problems.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Asynchronous-Federated-Optimization-Xie-Koyejo/8f6602b6ebe2962dacf0b563e73852183e628ddf#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="497 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">497</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/Asynchronous-Federated-Optimization-Xie-Koyejo/8f6602b6ebe2962dacf0b563e73852183e628ddf?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="92 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>92</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/1903.03934.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span class="screen-reader-only"> (opens in a new tab)</span></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><a href="https://arxiv.org/pdf/1903.03934.pdf" target="_blank" rel="noopener noreferrer" class="flex-row cl-paper-view-paper" data-test-id="paper-link" data-heap-id="paper_link_target" data-heap-link-type="arxiv" data-heap-direct-pdf-link="true" data-heap-unpaywall-link="false" data-heap-primary-link="true" data-heap-paper-id="8f6602b6ebe2962dacf0b563e73852183e628ddf"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-pdf" data-test-id="icon-fa-pdf"><use xlink:href="#fa-pdf"></use></svg>arXiv<span class="screen-reader-only"> (opens in a new tab)</span></a></div><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button 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data-paper-id="6df8e13f9f3a620069b4eb6148d2b6ed5f2e46df"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/Fall-of-Empires%3A-Breaking-Byzantine-tolerant-SGD-by-Xie-Koyejo/6df8e13f9f3a620069b4eb6148d2b6ed5f2e46df"><h2 id="paper-6df8e13f9f3a620069b4eb6148d2b6ed5f2e46df" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="144586627" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Cong-Xie/144586627"><span class=""><span>Cong Xie</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143812875" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Oluwasanmi-Koyejo/143812875"><span class=""><span>Oluwasanmi Koyejo</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143720373" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Indranil-Gupta/143720373"><span class=""><span>Indranil Gupta</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><span><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=Conference%20on%20Uncertainty%20in%20Artificial%20Intelligence"><span class="" data-test-id="venue-metadata"><span>Conference on Uncertainty in Artificial…</span></span></a></span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>10 March 2019</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper shows robust aggregation methods for synchronous SGD -- coordinate-wise median and Krum -- can be broken using new attack strategies based on inner product manipulation.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Fall-of-Empires%3A-Breaking-Byzantine-tolerant-SGD-by-Xie-Koyejo/6df8e13f9f3a620069b4eb6148d2b6ed5f2e46df#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="221 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">221</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/Fall-of-Empires%3A-Breaking-Byzantine-tolerant-SGD-by-Xie-Koyejo/6df8e13f9f3a620069b4eb6148d2b6ed5f2e46df?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="51 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>51</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/1903.03936.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span class="screen-reader-only"> (opens in a new tab)</span></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><a href="https://arxiv.org/pdf/1903.03936.pdf" target="_blank" rel="noopener noreferrer" class="flex-row cl-paper-view-paper" data-test-id="paper-link" data-heap-id="paper_link_target" data-heap-link-type="arxiv" data-heap-direct-pdf-link="true" data-heap-unpaywall-link="false" data-heap-primary-link="true" data-heap-paper-id="6df8e13f9f3a620069b4eb6148d2b6ed5f2e46df"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-pdf" data-test-id="icon-fa-pdf"><use xlink:href="#fa-pdf"></use></svg>arXiv<span class="screen-reader-only"> (opens in a new tab)</span></a></div><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div><div class="cl-paper-action__button-container"><button data-heap-id="create_alert_button" aria-label="Create Alert for this paper" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-alert--type-tertiary cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bell" data-test-id="icon-fa-bell"><use xlink:href="#fa-bell"></use></svg></span><span class="cl-button__label">Alert</span></button></div><div class="cl-paper-action__button-container"><button aria-label="Cite this paper" data-test-id="cite-link" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-quote" data-test-id="icon-fa-quote"><use xlink:href="#fa-quote"></use></svg></span><span class="cl-button__label">Cite</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row author-page-details__paper-row paper-row-normal" data-paper-id="b8167db77296f9557328f0fb6d7fe3c044d1043a"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/Generalized-Byzantine-tolerant-SGD-Xie-Koyejo/b8167db77296f9557328f0fb6d7fe3c044d1043a"><h2 id="paper-b8167db77296f9557328f0fb6d7fe3c044d1043a" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>Generalized Byzantine-tolerant SGD</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="144586627" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Cong-Xie/144586627"><span class=""><span>Cong Xie</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143812875" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Oluwasanmi-Koyejo/143812875"><span class=""><span>Oluwasanmi Koyejo</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143720373" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Indranil-Gupta/143720373"><span class=""><span>Indranil Gupta</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=arXiv.org"><span class="" data-test-id="venue-metadata"><span>arXiv.org</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>27 February 2018</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Three new robust aggregation rules for distributed synchronous Stochastic Gradient Descent~(SGD) under a general Byzantine failure model are proposed and proved the Byzantine resilience properties of these aggregation rules.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Generalized-Byzantine-tolerant-SGD-Xie-Koyejo/b8167db77296f9557328f0fb6d7fe3c044d1043a#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="231 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">231</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/Generalized-Byzantine-tolerant-SGD-Xie-Koyejo/b8167db77296f9557328f0fb6d7fe3c044d1043a?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="37 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>37</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/1802.10116.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span class="screen-reader-only"> (opens in a new tab)</span></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div 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class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row author-page-details__paper-row paper-row-normal" data-paper-id="0a4230af7869cf63159a444510627b4f91e38eed"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/Zeno%3A-Distributed-Stochastic-Gradient-Descent-with-Xie-Koyejo/0a4230af7869cf63159a444510627b4f91e38eed"><h2 id="paper-0a4230af7869cf63159a444510627b4f91e38eed" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="144586627" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Cong-Xie/144586627"><span class=""><span>Cong Xie</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143812875" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Oluwasanmi-Koyejo/143812875"><span class=""><span>Oluwasanmi Koyejo</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143720373" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Indranil-Gupta/143720373"><span class=""><span>Indranil Gupta</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=International%20Conference%20on%20Machine%20Learning"><span class="" data-test-id="venue-metadata"><span>International Conference on Machine Learning</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>25 May 2018</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work presents Zeno, a technique to make distributed machine learning, particularly Stochastic Gradient Descent (SGD), tolerant to an arbitrary number of faulty workers, and proves the convergence of SGD for non-convex problems under these scenarios.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Zeno%3A-Distributed-Stochastic-Gradient-Descent-with-Xie-Koyejo/0a4230af7869cf63159a444510627b4f91e38eed#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="225 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">225</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/Zeno%3A-Distributed-Stochastic-Gradient-Descent-with-Xie-Koyejo/0a4230af7869cf63159a444510627b4f91e38eed?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="35 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>35</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="http://dprg.cs.uiuc.edu/docs/zeno_icml19/icml2019_slides.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span class="screen-reader-only"> (opens in a new tab)</span></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><a href="http://proceedings.mlr.press/v97/xie19b.html" target="_blank" rel="noopener noreferrer" class="flex-row cl-paper-view-paper" data-test-id="paper-link" data-heap-id="paper_link_target" data-heap-link-type="dblp" data-heap-direct-pdf-link="false" 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href="/paper/Kelips%3A-Building-an-Efficient-and-Stable-P2P-DHT-Gupta-Birman/684d6cc62cee0e5ef9dc988691848104e4a5c21e"><h2 id="paper-684d6cc62cee0e5ef9dc988691848104e4a5c21e" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>Kelips: Building an Efficient and Stable P2P DHT through Increased Memory and Background Overhead</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="143720373" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Indranil-Gupta/143720373"><span class=""><span>Indranil Gupta</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1707453" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/K.-Birman/1707453"><span class=""><span>K. Birman</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1809316" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Prakash-Linga/1809316"><span class=""><span>Prakash Linga</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1686255" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/A.-Demers/1686255"><span class=""><span>A. Demers</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1696746" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/R.-V.-Renesse/1696746"><span class=""><span>R. V. Renesse</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=International%20Workshop%20on%20Peer-to-Peer%20Systems"><span class="" data-test-id="venue-metadata"><span>International Workshop on Peer-to-Peer Systems</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>21 February 2003</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper explores a new point in design space in which increased memory usage and constant background communication overheads are tolerated to reduce file lookup times and increase stability to failures and churn.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Kelips%3A-Building-an-Efficient-and-Stable-P2P-DHT-Gupta-Birman/684d6cc62cee0e5ef9dc988691848104e4a5c21e#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="349 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">349</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/Kelips%3A-Building-an-Efficient-and-Stable-P2P-DHT-Gupta-Birman/684d6cc62cee0e5ef9dc988691848104e4a5c21e?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="30 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>30</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="http://www.cs.cornell.edu/People/egs/cs6460-spring10/kelips.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" 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class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="3380216" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/S.-Noghabi/3380216"><span class=""><span>S. Noghabi</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2095707654" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/K.-Paramasivam/2095707654"><span class=""><span>K. Paramasivam</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143775101" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 4 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle"><span class="cl-button__label">+4 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate" href="/author/R.-Campbell/143775101"><span class=""><span>R. Campbell</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=Proceedings%20of%20the%20VLDB%20Endowment"><span class="" data-test-id="venue-metadata"><span>Proceedings of the VLDB Endowment</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>1 August 2017</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>The experiments show that Samza handles state efficiently, improving latency and throughput by more than 100X compared to using a remote storage; provides recovery time independent of state size; scales performance linearly with number of containers; and supports reprocessing of the data stream quickly and with minimal interference on real-time traffic.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Stateful-Scalable-Stream-Processing-at-LinkedIn-Noghabi-Paramasivam/975a9eb18929faf31c653d3d6d923fc07c3806d2#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="254 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">254</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/Stateful-Scalable-Stream-Processing-at-LinkedIn-Noghabi-Paramasivam/975a9eb18929faf31c653d3d6d923fc07c3806d2?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="23 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>23</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="http://www.vldb.org/pvldb/vol10/p1634-noghabi.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" 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class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="2892654" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Abhinandan-Das/2892654"><span class=""><span>Abhinandan Das</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143720373" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Indranil-Gupta/143720373"><span class=""><span>Indranil Gupta</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2274943" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Ashish-Motivala/2274943"><span class=""><span>Ashish Motivala</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Engineering</span></div><div class="cl-paper__bulleted-row__item"><span><span class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="venue-metadata"><span>Proceedings : International Conference on…</span></span></span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>23 June 2002</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper reports on the design, implementation and performance of the SWIM sub-system on a large cluster of commodity PCs, and discusses the extensibility of the design to a WAN-wide scale.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/SWIM%3A-scalable-weakly-consistent-infection-style-Das-Gupta/068f65c0271ed16a6bf4a1c2de1a962eec08edbf#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="183 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">183</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/SWIM%3A-scalable-weakly-consistent-infection-style-Das-Gupta/068f65c0271ed16a6bf4a1c2de1a962eec08edbf?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="21 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>21</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="http://www.cs.cornell.edu/Info/Projects/Spinglass/public_pdfs/SWIM.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span class="screen-reader-only"> (opens in a new tab)</span></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1028914" target="_blank" rel="noopener 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data-paper-id="b6a2c8b519b584d4f2ab32f52f3f07d4c723f627"><a class="link-button--show-visited" data-heap-id="title_link" data-test-id="title-link" href="/paper/On-scalable-and-efficient-distributed-failure-Gupta-Chandra/b6a2c8b519b584d4f2ab32f52f3f07d4c723f627"><h2 id="paper-b6a2c8b519b584d4f2ab32f52f3f07d4c723f627" class="cl-paper-title" tabindex="" aria-describedby=""><span class=""><span>On scalable and efficient distributed failure detectors</span></span></h2></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="143720373" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Indranil-Gupta/143720373"><span class=""><span>Indranil Gupta</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2158476" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/T.-Chandra/2158476"><span class=""><span>T. Chandra</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="3169047" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/G.-Goldszmidt/3169047"><span class=""><span>G. Goldszmidt</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><span><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=ACM%20SIGACT-SIGOPS%20Symposium%20on%20Principles%20of%20Distributed%20Computing"><span class="" data-test-id="venue-metadata"><span>ACM SIGACT-SIGOPS Symposium on Principles of…</span></span></a></span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>1 August 2001</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper quantifies the optimal scalability, in terms of network load, of distributed, complete failure detectors as a function of application-specified requirements, and presents a randomized, distributed, failure detector algorithm that imposes an equal expected load per group member.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/On-scalable-and-efficient-distributed-failure-Gupta-Chandra/b6a2c8b519b584d4f2ab32f52f3f07d4c723f627#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="206 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">206</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/On-scalable-and-efficient-distributed-failure-Gupta-Chandra/b6a2c8b519b584d4f2ab32f52f3f07d4c723f627?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="17 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>17</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="http://courses.csail.mit.edu/6.895/fall02/papers/Chandra/podc01-gupta.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access 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class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="90448194" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/I.-Hong-Hou/90448194"><span class=""><span>I.-Hong Hou</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="3014227" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Yu-En-Tsai/3014227"><span class=""><span>Yu-En Tsai</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="1730531" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/T.-Abdelzaher/1730531"><span class=""><span>T. Abdelzaher</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143720373" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Indranil-Gupta/143720373"><span class=""><span>Indranil Gupta</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Engineering</span></div><div class="cl-paper__bulleted-row__item"><span><span class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="venue-metadata"><span>IEEE INFOCOM 2008 - The 27th Conference on…</span></span></span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>13 April 2008</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider 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href="/paper/AdapCode%3A-Adaptive-Network-Coding-for-Code-Updates-Hou-Tsai/30e5ef7ae0c62d6663216d6c2e8785ae0a82cf75?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="15 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>15</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://www.ideals.illinois.edu/items/11396/bitstreams/41766/data.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access 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class="cl-paper-authors"><span data-heap-id="heap_author_list_item" data-heap-author-id="144586627" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Cong-Xie/144586627"><span class=""><span>Cong Xie</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143812875" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Oluwasanmi-Koyejo/143812875"><span class=""><span>Oluwasanmi Koyejo</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="143720373" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate" href="/author/Indranil-Gupta/143720373"><span class=""><span>Indranil Gupta</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=International%20Conference%20on%20Machine%20Learning"><span class="" data-test-id="venue-metadata"><span>International Conference on Machine Learning</span></span></a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span class=""><span>17 March 2019</span></span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>The key idea is to estimate the descent of the loss value after the candidate gradient is applied, where large descent values indicate that the update results in optimization progress, and proves the convergence of Zeno++ for non-convex problems under Byzantine failures.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list"><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="total-citations-stat"><a href="/paper/Zeno%2B%2B%3A-Robust-Fully-Asynchronous-SGD-Xie-Koyejo/628e35c16b4aafdb166ba9f12222be7631044f12#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__total-citations cl-paper-stats__badge-hover" data-test-id="total-citations-stat" aria-label="89 citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg><span class="cl-paper-stats__v2-citations">89</span></div></a></div></li><li class="cl-paper-stats__item"><div class="cl-paper-stats__action-stat" data-test-id="influential-citations-stat"><a href="/paper/Zeno%2B%2B%3A-Robust-Fully-Asynchronous-SGD-Xie-Koyejo/628e35c16b4aafdb166ba9f12222be7631044f12?sort=is-influential#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stats__influential-citation cl-paper-stats__badge-hover" data-test-id="influential-citations-stat" aria-label="12 Highly Influential Citations"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-scorecard-highly-influential" alt="" data-test-id="icon-scorecard-highly-influential"><use xlink:href="#scorecard-highly-influential"></use></svg>12</div></a></div></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a href="https://arxiv.org/pdf/1903.07020.pdf" target="_blank" rel="noopener noreferrer"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div><span class="screen-reader-only"> (opens in a new tab)</span></a></div></li></ul></div><div class="cl-paper-controls__actions"><div 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Nahrstedt</span></li><li class="author-recs__metadata">739 Publications • 26,085 Citations</li></ul></div></div></a><a class="link-button--show-visited" data-heap-id="author-recs-link" href="/author/Steven-Y.-Ko/1691861"><div class="cl-container cl-card-container"><div class="cl-container__content"><div class="author-recs__author-profile-picture"><div class="profile-picture profile-picture--circle" style="height:38px;width:38px"><div class="profile-picture__fallback-image"><svg aria-hidden="true" width="19px" height="19px" alt="" class="icon-svg icon-user" data-test-id="icon-user"><use xlink:href="#user"></use></svg></div></div></div><ul><li><span class="author-recs__author-title">Steven Y. 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