This paper outlines BenchCouncil's view on the challenges, rules, and vision of
benchmarking modern workloads like Big Data, AI or machine learning, and Internet …

Sponsored and organized by the International Open Benchmark Council (BenchCouncil),
the Bench conference encompasses a wide range of topics in benchmarking, measurement …

AI is continuing to emerge as an important workload across enterprise and academia.
Benchmarking is an essential tool to understand its computational requirements and to …

Artificial Intelligence (AI) is now the center of attention for many industries, ranging from
private companies to academic institutions. While domains of interest and AI applications …

Big data analytics platforms on cloud are becoming mainstream technology enabling cost-
effective rapid deployment of customer's Big Data applications delivering quicker insights …

The past decade witnessed many innovative techniques as they evolved our economy and
society. The innovative techniques in Datacenter, AI, dedicated processors, and IoT are …

This volume contains a selection of revised papers presented at Bench 2019: the Second
BenchCouncil International Symposium, held in November, 2019, in Denver, CO, USA. To …

Today's Internet Services are undergoing fundamental changes and shifting to an intelligent
computing era where AI is widely employed to augment services. In this context, many …

Earlier-stage evaluations of a new AI architecture/system need affordable AI benchmarks.
Only using a few AI component benchmarks like MLPerf alone in the other stages may lead …

In the past decade, cloud computing has emerged from a pursuit for a service-driven
information and communication technology (ICT), into a signifcant fraction of the ICT market …