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From Spark to Elasticsearch and Back - Learning Large-Scale Models for Content Recommendation
Sonya Liberman shares an algorithmic architecture that enables running complex models under difficult scale constraints and shortens the cycle between research and production.
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Scaling Uber's Elasticsearch Clusters
Danny Yuan talks about how Uber scaled its Elasticsearch clusters as well as its ingestion pipelines for ingestions, queries, data storage, and operations by a three-person team.
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Let's Visualize Your Spring Boot Applications
Shin Tanimoto offers techniques for visualizing microservices built by Spring Boot applications using Elasticsearch, Kibana and Spring Cloud Sleuth.
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Elasticsearch for SQL Users
Shaunak Kashyap looks at several well-understood concepts and SQL queries from the relational paradigm and maps these to their Elasticsearch equivalents.
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Monitoring and Troubleshooting Real-Time Data Pipelines
Alan Ngai and Premal Shah discuss best practices on monitoring distributed real-time data processing frameworks and how DevOps can gain control and visibility over these data pipelines.
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Boot Your Search with Spring
Christoph Strobl focuses on integrating search solutions like Solr, Elasticsearch as well as MongoDBs full text search into an application.
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Full-text Search: Basics and Challenges
Itamar Syn-Hershko discusses full text search, what it is, how it works, improving relevance ranking, tackling multi-lingual search and challenges doing it with Lucene and Elasticsearch.
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Learning Rails for Fun and Nonprofit
Scott Smerchek presents the benefits of using a nonprofit web project to learn Rails and what he learned while building LoveKC.org, introducing various Rails topics.
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With a Hammer in Your Hand… Elasticsearch
Simon Willnauer introduces and demoes some of the main features of Elasticsearch.
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How Elasticsearch Powers the Guardian's Newsroom
Graham Tackley dives into the details of ophan. Shay Banon covers the technical underpinnings of ophan with a deep dive into the Elasticsearch features and functionality that power the ophan systems.
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Revealing the Uncommonly Common with Elasticsearch
Mark Harwood shows how anomaly detection algorithms can spot card fraud, incorrectly tagged movies and the UK's most unexpected hotspot for weapon possession.
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