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 2020, Edmonton, Canada
April 20-24, 2020
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] |