419 citations · 920 across the 71 of their papers we have counts for
4 papers · 1 filter
PCS: Predictive Component-level Scheduling for Reducing Tail Latency in Cloud Online Services
Rui Han, Junwei Wang, Siguang Huang +4
Modern latency-critical online services often rely on composing results from a large number of server components. Hence the tail latency (e.g. the 99th percentile of response time)…
Characterization and Architectural Implications of Big Data Workloads
Lei Wang, Jianfeng Zhan, Zhen Jia +1
Big data areas are expanding in a fast way in terms of increasing workloads and runtime systems, and this situation imposes a serious challenge to workload characterization, which…
Identifying Dwarfs Workloads in Big Data Analytics
Wanling Gao, Chunjie Luo, Jianfeng Zhan +5
Big data benchmarking is particularly important and provides applicable yardsticks for evaluating booming big data systems. However, wide coverage and great complexity of big data…
Understanding Big Data Analytic Workloads on Modern Processors
Zhen Jia, Lei Wang, Jianfeng Zhan +3
Big data analytics applications play a significant role in data centers, and hence it has become increasingly important to understand their behaviors in order to further improve th…