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]