Papers & Talks

Paper

• August 2017 - Samza: Stateful Scalable Stream Processing at LinkedIn

• January 2017 - The RADStack: Open Source Lambda Architecture for Interactive Analytics

• June 27 - July 2, 2016, Effective Multi-stream Joining in Apache Samza Framework in 5th IEEE International Congress on Big Data, San Francisco, USA

• May 2016, SamzaSQL: Scalable Fast Data Management with Streaming SQL presented at IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)

• November 1, 2015 - A Memory Capacity Model for High Performing Data-­filtering Applications in Samza Framework (BigData Quality Workshop)(Slides)

Talks

• June 2018 - Stream Processing at LinkedIn with Apache Samza (Bangalore Kafka Group Meetup) (Slides)

• Nov 2017 - Unified Stream Processing at Scale with Apache Samza (BigDataSpain 2017) (Slides)

• Sept 21, 2017 - Unified Batch & Stream Processing with Apache Samza (Dataworks Summit Sydney 2017) (Slides)

• August 28, 2017 - Samza: Stateful Scalable Stream Processing at LinkedIn (VLDB 2017) (Slides)

• May 16, 2017 - What it takes to process a trillion events a day? Case studies in scaling stream processing at LinkedIn - Jagadish Venkatraman (ApacheCon Big Data '17) (Slides) 

• Nov 9, 2016 - Scaling up Near real-time Analytics (QCon'16 SF Slides)

• June 30, 2016 - Lambdaless Stream Processing at Scale in LinkedIn (Hadoop Summit 2016 Video)

• May 9, 2016 - Will it Scale? The Secrets behind Scaling Stream Processing Applications (ApacheCon Big Data NA 2016) (Slides) (No Video)

• Oct 15, 2015 - Essential ingredients for real time stream processing @Scale (BigData 2015 @Spain) (video)

• September 28, 2015 - Integrating fully-managed data streaming services with Apache Samza (ApacheCon BigData EU)(Slides)

• June 12, 2015 - Going Realtime with Kafka and Samza at Improve Digital (GeekOut)

• February 3, 2015 - Scalable real-time data processing with Apache Samza (Jfokus) 

• January 24, 2015 - Making sense of stream processing (/dev/winter) 

• November 20, 2014 - Moving Towards a Streaming Architecture (Strata EU) 

• November 18, 2014 - Scalable stream processing with Apache Samza and Apache Kafka (ApacheCon EU) (Slides) 

• November 3, 2014 - Samza in LinkedIn: How LinkedIn Processes Billions of Events Everyday in Real-time (QCon SF) 

• October 28, 2014 - Staying agile in the face of the data deluge (Span Conference) (Slides) 

• October 16, 2014 - Building real-time data products at LinkedIn with Apache Samza (Strata/Hadoop World) (Slides) (Video) 

• September 18, 2014 - Turning the database inside out with Apache Samza (Strangeloop) (Slides) (Video) 

• September 9, 2014 - Samza: Reliable Stream Processing atop Apache Kafka and Hadoop YARN 

• May 27, 2014 - Samza at LinkedIn: Taking Stream Processing to the Next Level (Video) (Slides) 

• February 18, 2014 - Apache Samza: Reliable Stream Processing atop Apache Kafka and Hadoop YARN (Video) 

• January 14, 2014 - Apache Samza: Reliable Stream Processing atop Apache Kafka and Hadoop YARN 

• November 13, 2013 - Samza: Real-time Stream Processing at LinkedIn (Slides) (QCon SF 2013) 

• November 5, 2013 - Samza: Real-time Stream Processing at LinkedIn (Slides) (HUG at LinkedIn) 

• October 22, 2013 - Apache Samza: Reliable Stream Processing atop Apache Kafka and Hadoop YARN (Video) (Slides) (London HUG) 

• September 27, 2013 - Introduction to Samza (Video) (YARN Meetup)

Samza Meetups

Blog Posts on Samza

• Aug 22, 2016 - Stream Processing Hard Problems Part II: Data Access
• June 27, 2016 - Stream Processing Hard Problems - Part 1 - Killing Lambda
• January 26, 2016 - Stream processing with Apache Samza - Current and Future
• August 24, 2015 - Benchmarking Apache Samza: 1.2 million messages per second on a single node
• Apache Samza, LinkedIn’s Framework for Stream Processing (thenewstack.io)