Abstract is missing.
- AIBench: Towards Scalable and Comprehensive Datacenter AI BenchmarkingWanling Gao, Chunjie Luo, Lei Wang 0004, Xingwang Xiong, Jianan Chen, Tianshu Hao, Zihan Jiang, Fanda Fan, Mengjia Du, Yunyou Huang, Fan Zhang, Xu Wen, Chen Zheng, Xiwen He, Jiahui Dai, Hainan Ye, Zheng Cao, Zhen Jia, Kent Zhan, Haoning Tang, Daoyi Zheng, Biwei Xie, Wei Li, Xiaoyu Wang, Jianfeng Zhan. 3-9 [doi]
- HPC AI500: A Benchmark Suite for HPC AI SystemsZihan Jiang, Wanling Gao, Lei Wang 0004, Xingwang Xiong, Yuchen Zhang, Xu Wen, Chunjie Luo, Hainan Ye, Xiaoyi Lu, Yunquan Zhang, Shengzhong Feng, Kenli Li, Weijia Xu, Jianfeng Zhan. 10-22 [doi]
- Edge AIBench: Towards Comprehensive End-to-End Edge Computing BenchmarkingTianshu Hao, Yunyou Huang, Xu Wen, Wanling Gao, Fan Zhang, Chen Zheng, Lei Wang 0004, Hainan Ye, Kai Hwang 0003, Zujie Ren, Jianfeng Zhan. 23-30 [doi]
- AIoT Bench: Towards Comprehensive Benchmarking Mobile and Embedded Device IntelligenceChunjie Luo, Fan Zhang, Cheng Huang, Xingwang Xiong, Jianan Chen, Lei Wang 0004, Wanling Gao, Hainan Ye, Tong Wu, Runsong Zhou, Jianfeng Zhan. 31-35 [doi]
- A Survey on Deep Learning Benchmarks: Do We Still Need New Ones?Qin Zhang, Li Zha, Jian Lin, Dandan Tu, Mingzhe Li, Fan Liang, Ren Wu, Xiaoyi Lu. 36-49 [doi]
- Benchmarking VM Startup Time in the CloudSamiha Islam Abrita, Moumita Sarker, Faheem Abrar, Muhammad Abdullah Adnan. 53-64 [doi]
- An Open Source Cloud-Based NoSQL and NewSQL Database Benchmarking Platform for IoT DataArjun Pandya, Chaitanya Kulkarni, Kunal Mali, Jianwu Wang. 65-77 [doi]
- Scalability Evaluation of Big Data Processing Services in CloudsXin Zhou, Congfeng Jiang, Yeliang Qiu, Tiantian Fan, Yumei Wang, Liangbin Zhang, Jian Wan, Weisong Shi. 78-90 [doi]
- PAIE: A Personal Activity Intelligence Estimator in the CloudYingjie Shi, Fang Du, Yanyan Zhang, Zhi Li, Tao Zhang. 91-104 [doi]
- DCMIX: Generating Mixed Workloads for the Cloud Data CenterXingwang Xiong, Lei Wang 0004, Wanling Gao, Rui Ren, Ke Liu, Chen Zheng, Yu Wen, Yi Liang. 105-117 [doi]
- Machine-Learning Based Spark and Hadoop Workload Classification Using Container Performance PatternsMikhail Genkin, Frank Dehne, Pablo Navarro, Siyu Zhou. 118-130 [doi]
- Testing Raft-Replicated Database SystemsGuohao Ding, Weining Qian, Peng Cai, Tianze Pang, Qiong Zhao. 131-144 [doi]
- Benchmarking for Transaction Processing Database Systems in Big Data EraChunxi Zhang, Yuming Li, Rong Zhang 0002, Weining Qian, Aoying Zhou. 147-158 [doi]
- UMDISW: A Universal Multi-Domain Intelligent Scientific Workflow Framework for the Whole Life Cycle of Scientific DataQi Sun, Yue Liu, WenJie Tian, Yike Guo, Bocheng Li. 159-171 [doi]
- MiDBench: Multimodel Industrial Big Data BenchmarkYijian Cheng, Mengqian Cheng, Hao Ge, Yuhe Guo, Yuanzhe Hao, Xiaoguang Sun, Xiongpai Qin, Wei Lu, Yueguo Chen, Xiaoyong Du. 172-185 [doi]
- Power Characterization of Memory Intensive Applications: Analysis and ImplicationsYeliang Qiu, Congfeng Jiang, Tiantian Fan, Yumei Wang, Liangbin Zhang, Jian Wan, Weisong Shi. 189-201 [doi]
- Multi-USVs Coordinated Detection in Marine Environment with Deep Reinforcement LearningRuiying Li, Rui Wang, Xiaohui Hu, Kai Li, Haichang Li. 202-214 [doi]
- EC-Bench: Benchmarking Onload and Offload Erasure Coders on Modern Hardware ArchitecturesHaiyang Shi, Xiaoyi Lu, Dhabaleswar K. Panda. 215-230 [doi]
- Benchmarking SpMV Methods on Many-Core PlatformsBiwei Xie, Zhen Jia, Yungang Bao. 233-247 [doi]
- Benchmarking Parallel K-Means Cloud Type Clustering from Satellite DataCarlos Barajas, Pei Guo, Lipi Mukherjee, Susan Hoban, Jianwu Wang, Daeho Jin, Aryya Gangopadhyay, Matthias K. Gobbert. 248-260 [doi]