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type="text/javascript"> var waitForGlobal = function(key, callback) { if (window[key]) { callback(); } else { setTimeout(function() { waitForGlobal(key, callback); }, 100); } }; </script> <div class="col-xs-12"> <div class="row"> <div id="featured" class="bg_blue" style="background-color: #e9e9e9 !important;"> <div class="container block-ele"> <h1>Big Data</h1> </div> <div class="container"> </div> </div> </div> </div> <div id="content" class="container"> <div class="breadcrumbs col-xs-12 col-md-8"> <ul id="breadcrumbs"><li><a href="https://blog.taboola.com">Taboola Blog</a></li><li>Big Data</li></ul> <div class="normal_post"> <div class="col-xs-12 col-md-11 post_in_loop"> <div class="row post post-id-26099"> <div class="col-xs-12 col-sm-4 image-post "> <div class="row"> <a class="resizeMe" href="https://blog.taboola.com/chasing-ghosts/" title="Chasing Ghosts"> <img src="https://blog.taboola.com/wp-content/uploads/2022/09/shutterstock_1897200925-250x250.jpg" alt="Chasing Ghosts" class="image-post-mobile"/> <img src="https://blog.taboola.com/wp-content/uploads/2022/09/shutterstock_1897200925-250x250.jpg" alt="Chasing Ghosts"/> </a> </div> </div> <div class="col-xs-12 col-sm-8 contact-post"> <div class="list_cat"> <ul> <li class="post-category"><a href="https://blog.taboola.com/category/engineering/">Engineering</a></li> </ul> </div> <i class="middot"> </i> <div class="time"> 26 September 2022 </div> <div class="title"> <h4><a href="https://blog.taboola.com/chasing-ghosts/" title="Chasing Ghosts">Chasing Ghosts</a></h4> </div> <div class="excerpt"> <p>Our journey to find the source of duplicate rows in our Apache Spark jobs.</p> <div class="read_more"> <a class="btn read_more" href="https://blog.taboola.com/chasing-ghosts/" title="Chasing Ghosts"> Read more <i class="fa fa-chevron-right" aria-hidden="true"></i><i class="fa fa-chevron-right" aria-hidden="true"></i> </a> </div> </div> </div> </div> </div> <div class="col-xs-12 col-md-11 post_in_loop"> <div class="row post post-id-25606"> <div class="col-xs-12 col-sm-4 image-post "> <div class="row"> <a class="resizeMe" href="https://blog.taboola.com/surviving-spark-upgrade-in-production/" title="Surviving Spark Upgrade in Production"> <img src="https://blog.taboola.com/wp-content/uploads/2022/08/shutterstock_1021681363-250x250.jpg" alt="Surviving Spark Upgrade in Production" class="image-post-mobile"/> <img src="https://blog.taboola.com/wp-content/uploads/2022/08/shutterstock_1021681363-250x250.jpg" alt="Surviving Spark Upgrade in Production"/> </a> </div> </div> <div class="col-xs-12 col-sm-8 contact-post"> <div class="list_cat"> <ul> <li class="post-category"><a href="https://blog.taboola.com/category/engineering/">Engineering</a></li> </ul> </div> <i class="middot"> </i> <div class="time"> 8 August 2022 </div> <div class="title"> <h4><a href="https://blog.taboola.com/surviving-spark-upgrade-in-production/" title="Surviving Spark Upgrade in Production">Surviving Spark Upgrade in Production</a></h4> </div> <div class="excerpt"> <p>Looking to upgrade your data pipeline to Spark3? Taboola had some issues during the upgrade, and we want to share them with you. </p> <div class="read_more"> <a class="btn read_more" href="https://blog.taboola.com/surviving-spark-upgrade-in-production/" title="Surviving Spark Upgrade in Production"> Read more <i class="fa fa-chevron-right" aria-hidden="true"></i><i class="fa fa-chevron-right" aria-hidden="true"></i> </a> </div> </div> </div> </div> </div> <div class="col-xs-12 col-md-11 post_in_loop"> <div class="row post post-id-25227"> <div class="col-xs-12 col-sm-4 image-post "> <div class="row"> <a class="resizeMe" href="https://blog.taboola.com/redux-toolkit/" title="Why We Switched to Redux Toolkit for Internal App Development at Taboola"> <img src="https://blog.taboola.com/wp-content/uploads/2022/07/shutterstock_582865057-250x250.jpg" alt="Why We Switched to Redux Toolkit for Internal App Development at Taboola" class="image-post-mobile"/> <img src="https://blog.taboola.com/wp-content/uploads/2022/07/shutterstock_582865057-250x250.jpg" alt="Why We Switched to Redux Toolkit for Internal App Development at Taboola"/> </a> </div> </div> <div class="col-xs-12 col-sm-8 contact-post"> <div class="list_cat"> <ul> <li class="post-category"><a href="https://blog.taboola.com/category/engineering/">Engineering</a></li> </ul> </div> <i class="middot"> </i> <div class="time"> 8 July 2022 </div> <div class="title"> <h4><a href="https://blog.taboola.com/redux-toolkit/" title="Why We Switched to Redux Toolkit for Internal App Development at Taboola">Why We Switched to Redux Toolkit for Internal App Development at Taboola</a></h4> </div> <div class="excerpt"> <p>Check out the Redux Toolkit to see what else they have to offer!</p> <div class="read_more"> <a class="btn read_more" href="https://blog.taboola.com/redux-toolkit/" title="Why We Switched to Redux Toolkit for Internal App Development at Taboola"> Read more <i class="fa fa-chevron-right" aria-hidden="true"></i><i class="fa fa-chevron-right" aria-hidden="true"></i> </a> </div> </div> </div> </div> </div> <div class="col-xs-12 col-md-11 post_in_loop"> <div class="row post post-id-24942"> <div class="col-xs-12 col-sm-4 image-post "> <div class="row"> <a class="resizeMe" href="https://blog.taboola.com/detecting-anrs-in-your-application/" title="Detecting ANRs In Your Application"> <img src="https://blog.taboola.com/wp-content/uploads/2022/06/shutterstock_1786416293-250x250.jpg" alt="Detecting ANRs In Your Application" class="image-post-mobile"/> <img src="https://blog.taboola.com/wp-content/uploads/2022/06/shutterstock_1786416293-250x250.jpg" alt="Detecting ANRs In Your Application"/> </a> </div> </div> <div class="col-xs-12 col-sm-8 contact-post"> <div class="list_cat"> <ul> <li class="post-category"><a href="https://blog.taboola.com/category/engineering/">Engineering</a></li> </ul> </div> <i class="middot"> </i> <div class="time"> 13 June 2022 </div> <div class="title"> <h4><a href="https://blog.taboola.com/detecting-anrs-in-your-application/" title="Detecting ANRs In Your Application">Detecting ANRs In Your Application</a></h4> </div> <div class="excerpt"> <p>How can we as developers, do everything in their power to protect the users of their applications from experiencing ANRs? Let’s find out.</p> <div class="read_more"> <a class="btn read_more" href="https://blog.taboola.com/detecting-anrs-in-your-application/" title="Detecting ANRs In Your Application"> Read more <i class="fa fa-chevron-right" aria-hidden="true"></i><i class="fa fa-chevron-right" aria-hidden="true"></i> </a> </div> </div> </div> </div> </div> <div class="col-xs-12 col-md-11 post_in_loop"> <div class="row post post-id-24764"> <div class="col-xs-12 col-sm-4 image-post "> <div class="row"> <a class="resizeMe" href="https://blog.taboola.com/7-questions-product-leaders-must-ask-to-discover-the-right-problems-to-solve/" title="7 Questions Product Leaders Must Ask to Discover the Right Problems to Solve"> <img src="https://blog.taboola.com/wp-content/uploads/2022/05/Stocksy_txpc86e5282c0G300_Medium_850196-250x250.jpg" alt="7 Questions Product Leaders Must Ask to Discover the Right Problems to Solve" class="image-post-mobile"/> <img src="https://blog.taboola.com/wp-content/uploads/2022/05/Stocksy_txpc86e5282c0G300_Medium_850196-250x250.jpg" alt="7 Questions Product Leaders Must Ask to Discover the Right Problems to Solve"/> </a> </div> </div> <div class="col-xs-12 col-sm-8 contact-post"> <div class="list_cat"> <ul> <li class="post-category"><a href="https://blog.taboola.com/category/engineering/">Engineering</a></li> </ul> </div> <i class="middot"> </i> <div class="time"> 25 May 2022 </div> <div class="title"> <h4><a href="https://blog.taboola.com/7-questions-product-leaders-must-ask-to-discover-the-right-problems-to-solve/" title="7 Questions Product Leaders Must Ask to Discover the Right Problems to Solve">7 Questions Product Leaders Must Ask to Discover the Right Problems to Solve</a></h4> </div> <div class="excerpt"> <p>Check out these 7 questions Taboola gathered to better define problems. </p> <div class="read_more"> <a class="btn read_more" href="https://blog.taboola.com/7-questions-product-leaders-must-ask-to-discover-the-right-problems-to-solve/" title="7 Questions Product Leaders Must Ask to Discover the Right Problems to Solve"> Read more <i class="fa fa-chevron-right" aria-hidden="true"></i><i class="fa fa-chevron-right" aria-hidden="true"></i> </a> </div> </div> </div> </div> </div> <div class="col-xs-12 col-md-11 post_in_loop"> <div class="row post post-id-24127"> <div class="col-xs-12 col-sm-4 image-post "> <div class="row"> <a class="resizeMe" href="https://blog.taboola.com/product-analysts-disneyland/" title="Product Analyst’s Disneyland: A User’s First Session"> <img src="https://blog.taboola.com/wp-content/uploads/2022/03/shutterstock_558909502-250x250.jpg" alt="Product Analyst’s Disneyland: A User’s First Session" class="image-post-mobile"/> <img src="https://blog.taboola.com/wp-content/uploads/2022/03/shutterstock_558909502-250x250.jpg" alt="Product Analyst’s Disneyland: A User’s First Session"/> </a> </div> </div> <div class="col-xs-12 col-sm-8 contact-post"> <div class="list_cat"> <ul> <li class="post-category"><a href="https://blog.taboola.com/category/engineering/">Engineering</a></li> </ul> </div> <i class="middot"> </i> <div class="time"> 8 April 2022 </div> <div class="title"> <h4><a href="https://blog.taboola.com/product-analysts-disneyland/" title="Product Analyst’s Disneyland: A User’s First Session">Product Analyst’s Disneyland: A User’s First Session</a></h4> </div> <div class="excerpt"> <p>Most products don’t have the luxury of retaining users beyond the first session solely on their solid reputations, and in order to do so, we need to optimize for the best user experience possible.</p> <div class="read_more"> <a class="btn read_more" href="https://blog.taboola.com/product-analysts-disneyland/" title="Product Analyst’s Disneyland: A User’s First Session"> Read more <i class="fa fa-chevron-right" aria-hidden="true"></i><i class="fa fa-chevron-right" aria-hidden="true"></i> </a> </div> </div> </div> </div> </div> <div class="col-xs-12 col-md-11 post_in_loop"> <div class="row post post-id-24208"> <div class="col-xs-12 col-sm-4 image-post "> <div class="row"> <a class="resizeMe" href="https://blog.taboola.com/practical-guide-to-collecting-feedback-and-data/" title="Practical Guide to Collecting Feedback and Data"> <img src="https://blog.taboola.com/wp-content/uploads/2022/04/shutterstock_1209433882-250x250.jpg" alt="Practical Guide to Collecting Feedback and Data" class="image-post-mobile"/> <img src="https://blog.taboola.com/wp-content/uploads/2022/04/shutterstock_1209433882-250x250.jpg" alt="Practical Guide to Collecting Feedback and Data"/> </a> </div> </div> <div class="col-xs-12 col-sm-8 contact-post"> <div class="list_cat"> <ul> <li class="post-category"><a href="https://blog.taboola.com/category/engineering/">Engineering</a></li> </ul> </div> <i class="middot"> </i> <div class="time"> 5 April 2022 </div> <div class="title"> <h4><a href="https://blog.taboola.com/practical-guide-to-collecting-feedback-and-data/" title="Practical Guide to Collecting Feedback and Data">Practical Guide to Collecting Feedback and Data</a></h4> </div> <div class="excerpt"> <p>Have you recently launched a cool new feature you spent so much time on? What data do you use to determine the impact of the feature? Take a look at this blog, this may be just for you!</p> <div class="read_more"> <a class="btn read_more" href="https://blog.taboola.com/practical-guide-to-collecting-feedback-and-data/" title="Practical Guide to Collecting Feedback and Data"> Read more <i class="fa fa-chevron-right" aria-hidden="true"></i><i class="fa fa-chevron-right" aria-hidden="true"></i> </a> </div> </div> </div> </div> </div> <div class="col-xs-12 col-md-11 post_in_loop"> <div class="row post post-id-24135"> <div class="col-xs-12 col-sm-4 image-post "> <div class="row"> <a class="resizeMe" href="https://blog.taboola.com/lessons-you-can-learn-from-ted-lasso/" title="5 Product Management Lessons You Can Learn from Ted Lasso"> <img src="https://blog.taboola.com/wp-content/uploads/2022/03/shutterstock_2101341955-250x250.jpg" alt="5 Product Management Lessons You Can Learn from Ted Lasso" class="image-post-mobile"/> <img src="https://blog.taboola.com/wp-content/uploads/2022/03/shutterstock_2101341955-250x250.jpg" alt="5 Product Management Lessons You Can Learn from Ted Lasso"/> </a> </div> </div> <div class="col-xs-12 col-sm-8 contact-post"> <div class="list_cat"> <ul> <li class="post-category"><a href="https://blog.taboola.com/category/engineering/">Engineering</a></li> </ul> </div> <i class="middot"> </i> <div class="time"> 30 March 2022 </div> <div class="title"> <h4><a href="https://blog.taboola.com/lessons-you-can-learn-from-ted-lasso/" title="5 Product Management Lessons You Can Learn from Ted Lasso">5 Product Management Lessons You Can Learn from Ted Lasso</a></h4> </div> <div class="excerpt"> <p>Ted Lasso has some real-life lessons we can all take in. How is this possible? Take a look!</p> <div class="read_more"> <a class="btn read_more" href="https://blog.taboola.com/lessons-you-can-learn-from-ted-lasso/" title="5 Product Management Lessons You Can Learn from Ted Lasso"> Read more <i class="fa fa-chevron-right" aria-hidden="true"></i><i class="fa fa-chevron-right" aria-hidden="true"></i> </a> </div> </div> </div> </div> </div> <div class="col-xs-12 col-md-11 post_in_loop"> <div class="row post post-id-24028"> <div class="col-xs-12 col-sm-4 image-post "> <div class="row"> <a class="resizeMe" href="https://blog.taboola.com/how-to-kill-underperforming-features/" title="How to Kill Underperforming Features and Why You Should Do It Now"> <img src="https://blog.taboola.com/wp-content/uploads/2022/03/shutterstock_1823014802-250x250.jpg" alt="How to Kill Underperforming Features and Why You Should Do It Now" class="image-post-mobile"/> <img src="https://blog.taboola.com/wp-content/uploads/2022/03/shutterstock_1823014802-250x250.jpg" alt="How to Kill Underperforming Features and Why You Should Do It Now"/> </a> </div> </div> <div class="col-xs-12 col-sm-8 contact-post"> <div class="list_cat"> <ul> <li class="post-category"><a href="https://blog.taboola.com/category/engineering/">Engineering</a></li> </ul> </div> <i class="middot"> </i> <div class="time"> 22 March 2022 </div> <div class="title"> <h4><a href="https://blog.taboola.com/how-to-kill-underperforming-features/" title="How to Kill Underperforming Features and Why You Should Do It Now">How to Kill Underperforming Features and Why You Should Do It Now</a></h4> </div> <div class="excerpt"> <p>Why is it important to remove underperforming features to improve the product’s key metrics? Find out here.</p> <div class="read_more"> <a class="btn read_more" href="https://blog.taboola.com/how-to-kill-underperforming-features/" title="How to Kill Underperforming Features and Why You Should Do It Now"> Read more <i class="fa fa-chevron-right" aria-hidden="true"></i><i class="fa fa-chevron-right" aria-hidden="true"></i> </a> </div> </div> </div> </div> </div> <div class="col-xs-12 col-md-11 post_in_loop"> <div class="row post post-id-23551"> <div class="col-xs-12 col-sm-4 image-post "> <div class="row"> <a class="resizeMe" href="https://blog.taboola.com/attentive-audiences/" title="Attentive Audiences: How Taboola Increased Advertiser Success by Reducing Median CPA by 34% and Increasing Median CVR by 87%"> <img src="https://blog.taboola.com/wp-content/uploads/2022/02/shutterstock_1147816718-250x250.jpg" alt="Attentive Audiences: How Taboola Increased Advertiser Success by Reducing Median CPA by 34% and Increasing Median CVR by 87%" class="image-post-mobile"/> <img src="https://blog.taboola.com/wp-content/uploads/2022/02/shutterstock_1147816718-250x250.jpg" alt="Attentive Audiences: How Taboola Increased Advertiser Success by Reducing Median CPA by 34% and Increasing Median CVR by 87%"/> </a> </div> </div> <div class="col-xs-12 col-sm-8 contact-post"> <div class="list_cat"> <ul> <li class="post-category"><a href="https://blog.taboola.com/category/big-data/">Big Data</a></li> </ul> </div> <i class="middot"> </i> <div class="time"> 17 February 2022 </div> <div class="title"> <h4><a href="https://blog.taboola.com/attentive-audiences/" title="Attentive Audiences: How Taboola Increased Advertiser Success by Reducing Median CPA by 34% and Increasing Median CVR by 87%">Attentive Audiences: How Taboola Increased Advertiser Success by Reducing Median CPA by 34% and Increasing Median CVR by 87%</a></h4> </div> <div class="excerpt"> <p>Is there a way to lower Cost Per Action or increase Conversion Rate? There is! Taboola created the Attentive Audience program, learn more about it here. </p> <div class="read_more"> <a class="btn read_more" href="https://blog.taboola.com/attentive-audiences/" title="Attentive Audiences: How Taboola Increased Advertiser Success by Reducing Median CPA by 34% and Increasing Median CVR by 87%"> Read more <i class="fa fa-chevron-right" aria-hidden="true"></i><i class="fa fa-chevron-right" aria-hidden="true"></i> </a> </div> </div> </div> </div> </div> <div class='pagination' role='navigation'><a href='https://blog.taboola.com/category/big-data/' title='Page 1' aria-label='Page 1'>1</a><a href='https://blog.taboola.com/category/big-data/page/2/' title='Page 2' aria-label='Page 2'>2</a><span class='current' aria-current='page'>3</span><a href='https://blog.taboola.com/category/big-data/page/4/' title='Page 4' aria-label='Page 4'>4</a><a href='https://blog.taboola.com/category/big-data/page/5/' title='Page 5' aria-label='Page 5'>5</a></div> </div> </div> <div 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