# ElasticSearch Hadoop integration use-cases **URL:** \ **Category:** Elasticsearch\ **Tags:** es-hadoop\ **Created:** [September 2, 2015, 3:31pm UTC](https://discuss.elastic.co/t/elasticsearch-hadoop-integration-use-cases/28538 "2015-09-02T15:31:47Z")\ **Posts on this page:** 4\ **Page:** 1
**Author:** ![tarunsapra](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/tarunsapra/32/3903_2.png) [@tarunsapra](https://discuss.elastic.co/u/tarunsapra)\ **Post date:** [September 2, 2015, 3:31pm UTC](https://discuss.elastic.co/t/elasticsearch-hadoop-integration-use-cases/28538/1 "2015-09-02T15:31:47Z")
Hi All, I am looking for real world business use-case scenarios of ES-Hadoop eco system integration, I have come across couple of webinars, but thats pretty much about it, more insights would helpful. Thanks, Tarun ---
**Author:** ![costin](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/costin/32/44950_2.png) [@costin](https://discuss.elastic.co/u/costin)\ **Post date:** [September 4, 2015, 9:06am UTC](https://discuss.elastic.co/t/elasticsearch-hadoop-integration-use-cases/28538/2 "2015-09-04T09:06:09Z")
Have you seen the [latest webinar](https://www.elastic.co/webinars/adding-spark-and-security-to-elasticsearch-for-hadoop) which featured Predikto which explained their use case and usage of ES-Hadoop? ---
**Author:** ![omkarp](https://avatars.discourse-cdn.com/v4/letter/o/22d042/32.png) [@omkarp](https://discuss.elastic.co/u/omkarp)\ **Post date:** [December 1, 2016, 8:25am UTC](https://discuss.elastic.co/t/elasticsearch-hadoop-integration-use-cases/28538/4 "2016-12-01T08:25:41Z")
LogAnalytics Ingest log data from various system, get info like user search user do, product purchase,product clicks.Analytics like product purhcase trends etc. Realtime user profiling which can be input to recommendation engine. Similar analytics can be done various server or systems for IT monitoring. > **[An Open Source Approach to Log Analytics with Big Data](https://www.searchtechnologies.com/blog/big-data-open-source-log-analytics)** > > Watch the story on how open source big data log analytics can be leveraged for faster, more cost-effective, more accurate insights. Search on Hadoop data Elasticsearch for Apache Hadoop (ES-Hadoop) is the two-way connector that solves a top wishlist item for any Hadoop user out there: real-time search. While the Hadoop ecosystem offers a multitude of analytics capabilities, it falls short with fast search. ES-Hadoop bridges that gap, letting you leverage the best of both worlds: Hadoop's big data analytics and the real-time search of Elasticsearch. Netflix uses Elasticsearch to analyse data stored in its Hadoop, to analyse logs and errors. Predikto processes large volumes of data for asset-intensive industries in order to predict equipment failure. This information allows customers to pro-actively apply prescriptive maintenance, thereby avoiding downtime. Spark is used to process large batches of sensor data which is then index in Elasticsearch to predict, and in turn, prevent equipment failure for our industrial and manufacturing customers,Spark helped to improve ETL processes by a factor of 10, and thanks to Elasticsearch for Apache Hadoop, we are able to get real-time insights, build dynamic dashboards, and plot maps with Elasticsearch's rich querying capabilities and GeoJSON support." > **[Elasticsearch in Big Data Predictive Analytics at Predikto | Elastic](https://www.elastic.co/blog/elasticsearch-at-predikto)** > > Roy Russo is the Vice President of Engineering at Predikto, Inc, a predictive analytics startup based in Atlanta, GA. Roy was the Co-Founder and VP of Product Management for Atlanta-based Marketing Au... ---
**Author:** ![system](https://us1.discourse-cdn.com/elastic/original/3X/1/a/1ac57faf039f6b580b3f104ef42a2a89e41014de.png) [@system](https://discuss.elastic.co/u/system)\ **Post date:** [July 6, 2017, 1:22pm UTC](https://discuss.elastic.co/t/elasticsearch-hadoop-integration-use-cases/28538/5 "2017-07-06T13:22:36Z")