BigDataBench-S: an open-source scientific big data benchmark suite
X Tian, S Dai, Z Du, W Gao, R Ren… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
… for Internet service workloads. However, the … BigDataBench-S---a scientific big data benchmark
suite. The current version of BigDataBench-S includes data sets and corresponding data …
suite. The current version of BigDataBench-S includes data sets and corresponding data …
Bigdatabench: A scalable and unified big data and ai benchmark suite
W Gao, J Zhan, L Wang, C Luo, D Zheng… - arXiv preprint arXiv …, 2018 - arxiv.org
… First, through investigating typical application domains using some widely acceptable
metrics, eg page views for internet service, we thoroughly analyze these domains in terms of …
metrics, eg page views for internet service, we thoroughly analyze these domains in terms of …
Big data benchmark compendium
T Ivanov, T Rabl, M Poess, A Queralt… - … to Big Data to Internet of …, 2016 - Springer
… BigDataBench [57] is an open source Big Data benchmark … CloudRank-D [29, 36] is a
benchmark suite for evaluating the performance of cloud computing systems running Big Data …
benchmark suite for evaluating the performance of cloud computing systems running Big Data …
Benchmarking big data systems: A review
R Han, LK John, J Zhan - IEEE Transactions on Services …, 2017 - ieeexplore.ieee.org
… BigDataBench [172] is a benchmark suite that provides … only big data applications of different
domains (that is, Internet … in a majority of big data applications such as Internet services and …
domains (that is, Internet … in a majority of big data applications such as Internet services and …
Bigbench v2: The new and improved bigbench
A Ghazal, T Ivanov, P Kostamaa… - … Conference on Data …, 2017 - ieeexplore.ieee.org
… other Big Data benchmarks focus on particular applications or domains. HiBench [16] and
SparkBench [17] [18] are micro-benchmark suites … BigDataBench [26] is yet another effort that …
SparkBench [17] [18] are micro-benchmark suites … BigDataBench [26] is yet another effort that …
Plug and play bench: Simplifying big data benchmarking using containers
S Ceesay, A Barker, B Varghese - … on Big Data (Big Data), 2017 - ieeexplore.ieee.org
… approach adopted big data benchmarking suites and … approaches to Benchmarking like
HiBench, BigDataBench and … , machine learning, SQL and web services. We have scaled the …
HiBench, BigDataBench and … , machine learning, SQL and web services. We have scaled the …
AIBench: an industry standard internet service AI benchmark suite
W Gao, F Tang, L Wang, J Zhan, C Lan, C Luo… - arXiv preprint arXiv …, 2019 - arxiv.org
… benchmark suite with respect to the previous documented performance models and insights
without the publicly available ensemble of Internet service data … ], and big data benchmarks […
without the publicly available ensemble of Internet service data … ], and big data benchmarks […
Benchmarking large-scale data management for Internet of Things
A Hendawi, J Gupta, J Liu, A Teredesai… - The Journal of …, 2019 - Springer
… , IoT big data become the most common type of big data [40]. It … There have been various
research efforts on benchmarking … , BigDataBench [53] and Bigbench [24] are benchmark suites …
research efforts on benchmarking … , BigDataBench [53] and Bigbench [24] are benchmark suites …
A survey of big data, high performance computing, and machine learning benchmarks
N Ihde, P Marten, A Eleliemy, G Poerwawinata… - … and Benchmarking …, 2022 - Springer
… amount of existing benchmarks/benchmark suites reflects their … Furthermore, BigDataBench
offers 44 BD and AI benchmarks … (online services, offline analytics, graph analytics, AI, data …
offers 44 BD and AI benchmarks … (online services, offline analytics, graph analytics, AI, data …
Benchmarking big data architectures for social networks data processing using public cloud platforms
V Persico, A Pescapé, A Picariello, G Sperlí - Future Generation Computer …, 2018 - Elsevier
… [13] proposed BigDataBench proposing a benchmarking methodology focused on web-…
For instance, leveraging Amazon Web Services (AWS), Lambda architecture can be easily …
For instance, leveraging Amazon Web Services (AWS), Lambda architecture can be easily …