Important Links
- RG Big Data Working Group
- RG Cloud Working Group
- RG DevOps Performance Working Group
- RG Security Benchmarking Working Group
- RG Power Working Group
- RG Quality of Experience Working Group
- Latest Newsletter Issue
- ICPE International Conference
- RG Zenodo Artefact Repository
Upcoming Events
- ICPE 2019, Mumbai, India
April 7-11, 2019
Meetings
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.
Presentations
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] |