Talks from Hadoop Summit San Jose 2016

[#1]

There are a lot of excellent talks from the summit.

Deep Learning

• Apache Spark with Machine Learning like TensorFlow
• Distributed Deep Learning on Hadoop Clusters (Yahoo)

Apache Spark

• Big Data Heterogeneous Mixture Learning on Spark
• Integrating Apache Spark and NiFi for Data Lakes (ThinkBig)

Operations

• Zero Downtime App Deployment Using Hadoop (Hortonworks)
• Debugging YARN Cluster in Production (Hortonworks)
• Yahoo's Experience Running Pig on Tez at Scale
• The DAP Where Yarn HBase Kafka and Spark go to Production (Cask)
• Extend Governance in Hadoop with Atlas Ecosystem (Hortonworks)
• Cost and Resource Tracking for Hadoop (Yahoo)
• Managing Hadoop HBase and Storm Clusters at Yahoo Scale
• Operating and Supporting Apache HBase Best Practices and Improvements (Hortonworks)
• Scheduling Policies in Yarn (Slides)

Future of Data

• Arun Murthy, Hortonworks - Hadoop Summit 2016 San Jose - #HS16SJ - #theCUBE
• The Future of Hadoop : An Enterprise View (Slides)

Streaming

• The Future of Storm (Hortonworks)
• Streaming ETL for All : Embeddable Data Transformation for Real Time Streams
• Real-time, Streaming Advanced Analytics, Approximations, and Recommendations using Apache Spark ML/G...
• Fighting Fraud in Real Time by Processing 1Mplus TPS Using Storm on Slider YARN (Rocketfuel)
• Lambda less Stream Processing at Scale in LinkedIn
• Make Streaming Analytics Work For You The Devil is in the Details (Hortonworks)
• Lego Like Building Blocks of Storm and Spark Streaming Pipelines for Rapid IOT and Streaming (StreamAnalytix)
• Performance Comparison of Streaming Big Data Platforms

Machine Learning

• Prescient Keeps Travelers Safe with Natural Language Processing and Geospatial Analytics

IoAT

• Internet Of Things What about Data Storage (Hortonworks)

YAF (Yet Another Framework)

• Apache Beam A Unified Model for Batch and Streaming Data Processing (Google)
• Turning the Stream Processor into a Database Building Online Applications on Streams (Flink / DataAr...
• The Next Generation of Data Processing OSS (Google)
• Next Gen Big Data Analytics with Apache Apex

SQL and Friends

• How We Re Engineered Phoenix with a Cost Based Optimizer Based on Calcite (Intel and Hortonworks)
• Hive Hbase Metastore Improving Hive with a Big Data Metadata Storage (Hortonworks)
• Phoenix plus HBase An Enterprise Grade Data Warehouse Appliance for Interactive Analytics (Hortonwor...
• Presto Whats New in SQL on Hadoop and Beyond (Facebook, Teradata)

DataFlow

• Scalable Optical Character Recognition with Apache NiFi and Tesseract (Hortonworks)
• Building a Smarter Home with Nifi and Spark

General

• Its Time Launching Your Advanced Analytics Program for Success in a Mature Industry Like Oil and Gas...
• Instilling Confidence and Trust Big Data Security Governance (Mastercard)
• Hadoop in the Cloud The What Why and How from the Experts (Microsoft)
• War on Stealth Cyberattacks that Target Unknown Vulnerabilities
• Hadoop and Cloud Storage Object Store Integration in Production (Hortonworks)
• There is a New Ranger in Town End to End Security and Auditing in a Big Data as a Service Deployment
• Building A Scalable Data Science Platform with R (Microsoft)
• A Data Lake and a Data Lab to Optimize Operations and Safety Within a Nuclear Fleet
• Reliable and Scalable Data Ingestion at Airbnb