Sunday, 05 July 2020


The RG Big Data Working Group meets weekly via conference calls. Call-in information is distributed via the group’s mailing list.

For more information on how to join the meetings please see the How to Join the Big Data Working Group section.


Date Topic Presenter Material
November 19, 2018 Performance Assurance for Big Data World Boris Zibitsker [PDF]
October 8, 2018 Spark Job Performance Modeling and Analysis Tool Rekha Singhal [PDF]
July 30, 2018 PolyBench: The First Benchmark for Polystores Jeyhun Karimov [PDF]
July 2, 2018 SLAB: Scalable Linear Algebra Benchmarking Anthony Thomas [PDF]
June 4, 2018 MLPerf: A Benchmark Suite for Machine Learning from an Academic-Industry Cooperative Cody Coleman & Udit Gupta [PDF]
May 7, 2018 Spark-Benc Emily May Curtin [PDF]
December 4, 2017 BigBench V2 Ahmad Ghazal [PDF]
November 6, 2017 Introduction to OpenML Joaquin Vanschoren  
June 19, 2017 Benchmarking Data Flow Systems for Scalable Machine Learning Christoph Boden [PDF]
June 12, 2017 ML Algorithms and ML Libraries Selection Boris Zibitsker [PDF]
December 19, 2016 Brief overview of Machine Learning towards Benchmarking Josep Lluís Berral [PDF]
November 07, 2016 What is a Good Benchmark? Jeremy Arnold [PDF]
October 24, 2016 Estimating effective server response time for web-based applications Mehul Nalin Vora  
September 26, 2016 Benchmarking SparkML using BigBench Sweta Singh [PDF]
June 22, 2016 Multi-tenant Pub/Sub Processing for IoT Data Streams Álvaro Villalba Navarro [PDF]
May 11, 2016 The Experience On Running First Industry Big Data Benchmark TPCx-BB Paul Cao [PDF]
April 13, 2016 Performance Assurance for Big Data Applications Boris Zibitsker [PDF]
March 30, 2016 Auto-tuning Hadoop Map Reduce Manoj Nambiar [PDF]
March 2, 2016 TPCx-HS Experiments Todor Ivanov [PDF]
February 16, 2016 TPC-DS Version 2 Meikel Poess  
February 2, 2016 Big Data and Health Care Thomas P. Oberst [PDF]
September 30, 2015 Accelerating and Benchmarking Big Data Processing on Modern Clusters Dhabaleswar K. (DK) Panda [PDF]
August 5, 2015 Benchmarking Facets Geoffrey Fox [PDF]
July 22, 2015 HiBench the Cross Platforms Micro-Benchmark Suite for Big Data Qi Lv [PDF]
May 27, 2015 Graphalytics - A Big Data Benchmark for Graph-Processing Platforms Mihai Capotă, Tim Hegeman [PDF]
April 29, 2015 Oracle Big Data SQL: Architectural Deep Dive Daniel McClary [PDF]
April 1, 2015 SparkBench Min Li [PDF]
March 18, 2015 Big Data in Finance Thomas Oberst [PDF]
Februar 18, 2015 IoTAbench: an Internet of Things Analytics Benchmark Martin Arlitt [PDF]
Februar 4, 2015 BigBench Overview: Towards a Comprehensive End-to-End Benchmark for Big Data Tilmann Rabl [PDF]
December 10, 2014 ALOJA: Cost-effectiveness study of Hadoop deployments Nicolas Poggi [PDF]
November 12, 2014 Data Sharing in the Big Data Era Anna Queralt [PDF]
October 29, 2014 IBM Big SQL 3.0: An Introduction John Poelman [PDF]
October 15, 2014 Introduction SPEC RG Big Data Working Group Tilmann Rabl [PDF]
  Future SOC Lab – Overview André Pansani [PDF]