… BigDataBench [16] is a benchmark with 13 representative real-world data sets and more than
… , ML for ad targeting, and other big data analytics tasks. In addition, AdBench introduces a …

… To address this problem, we present SDCBench, a new benchmark suite that is specifically
… Dwarf-sort [18] is a big data sort application in the BigDataBench benchmark suite, which is …

… benchmark suites and workloads, and future directions in the domain of integrating HPC with
big data … ’s Urika-XC suite of big data analytics, artificial intelligence and graphics tools [10]. …

… -AI [21], which is still in development, includes more analysis tasks relevant to big data systems,
… In this category, we consider big data benchmarks with a consequent part of text on one …

… CloudSuite and BigDataBench [18] provide both latency-critical and throughputoriented
applications to … Dwarf-sort [18] is a big data sort application in the BigDataBench benchmark …

… The first selected application is from the BIGDATABENCH … Tang, “BigDataBench: A
Dwarf-based Big Data and AI Benchmark Suite,” ArXiv e-prints, feb 2018. [19] Y. Chen, A. …

… west traffic flow within a data center, we only consider big data processing batch jobs where
… To achieve a realistic outcome, we run the big data benchmarks described below on the …

… to a large number of related topics in AI and machine … -scale on edge devices yet, we present
training benchmarks … of dynamic sensing rates and large data volume. Another approach …