Abstract is missing.
- Performance Analysis of GPU Programming Models Using the Roofline Scaling TrajectoriesKhaled Z. Ibrahim, Samuel Williams, Leonid Oliker. 3-19 [doi]
- GraphBench: A Benchmark Suite for Graph Computing SystemsLei Wang, Minghe Yu. 20-31 [doi]
- Early Experience in Benchmarking Edge AI Processors with Object Detection WorkloadsYujie Hui, Jeffrey Lien, Xiaoyi Lu. 32-48 [doi]
- XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon ChipsGuangli Li, Xueying Wang, Xiu Ma, Lei Liu, Xiaobing Feng 0002. 51-56 [doi]
- Performance Analysis of Cambricon MLU100Jiansong Li, Zihan Jiang. 57-66 [doi]
- Exploring the Performance Bound of Cambricon Accelerator in End-to-End Inference ScenarioYifan Wang, Chundian Li, Chen Zeng. 67-74 [doi]
- Improve Image Classification by Convolutional Network on CambriconPeng He, Ge Chen, Kai Deng, Ping Yao, Li Fu. 75-82 [doi]
- RVTensor: A Light-Weight Neural Network Inference Framework Based on the RISC-V ArchitecturePengpeng Hou, Jiageng Yu, Yuxia Miao, Yang Tai, Yanjun Wu, Chen Zhao. 85-90 [doi]
- AIRV: Enabling Deep Learning Inference on RISC-VYangyang Kong. 91-98 [doi]
- PSL: Exploiting Parallelism, Sparsity and Locality to Accelerate Matrix Factorization on x86 PlatformsWeixin Deng, Pengyu Wang 0003, Jing Wang, Chao Li, Minyi Guo. 101-109 [doi]
- The Implementation and Optimization of Matrix Decomposition Based Collaborative Filtering Task on X86 PlatformTianshu Hao, Ziping Zheng. 110-115 [doi]
- An Efficient Implementation of the ALS-WR Algorithm on x86 CPUsMaosen Chen, Tun Chen, Qianyun Chen. 116-122 [doi]
- Accelerating Parallel ALS for Collaborative Filtering on HadoopYi Liang, Shaokang Zeng, Yande Liang, Kaizhong Chen. 123-137 [doi]
- Improving RGB-D Face Recognition via Transfer Learning from a Pretrained 2D NetworkXingwang Xiong, Xu Wen, Cheng Huang. 141-148 [doi]
- An Implementation of ResNet on the Classification of RGB-D ImagesTongyan Gong, Huiqian Niu. 149-155 [doi]
- Utilization of Resnet in RGB-D Facial Recognition ProblemsXi Xiong. 156-161 [doi]
- Building the DataBench Workflow and ArchitectureTodor Ivanov, Timo Eichhorn, Arne-Jørgen Berre, Tomás Pariente Lobo, Ivan Martinez Rodriguez, Ricardo Ruiz Saiz, Barbara Pernici, Chiara Francalanci. 165-171 [doi]
- Benchmarking Solvers for the One Dimensional Cubic Nonlinear Klein Gordon Equation on a Single CoreBenson K. Muite, Samar Aseeri. 172-184 [doi]
- Deep Reinforcement Learning for Auto-optimization of I/O Accelerator ParametersTrong-Ton Pham, Dennis Mintah Djan. 187-203 [doi]
- Causal Learning in Question Quality ImprovementYichuan Li, Ruocheng Guo, Weiying Wang, Huan Liu. 204-214 [doi]
- SparkAIBench: A Benchmark to Generate AI Workloads on SparkZifeng Liu, Xiaojiang Zuo, Zeqing Li, Rui Han. 215-221 [doi]
- Benchmarking Database Ingestion Ability with Real-Time Big Astronomical DataQing Tang, Chen Yang, Xiaofeng Meng 0001, Zhihui Du. 225-233 [doi]
- A Practical Data Repository for Causal Learning with Big DataLu Cheng, Ruocheng Guo, Raha Moraffah, K. Selçuk Candan, Adrienne Raglin, Huan Liu. 234-248 [doi]
- LCIO: Large Scale Filesystem AgingMatthew Bachstein, Feiyi Wang, Sarp Oral. 251-261 [doi]
- BOPS, A New Computation-Centric Metric for Datacenter ComputingLei Wang, Wanling Gao, Kaiyong Yang, Zihan Jiang. 262-277 [doi]
- Anomaly Analysis and Diagnosis for Co-located Datacenter Workloads in the Alibaba ClusterRui Ren, Jinheng Li, Lei Wang, Yan Yin, Zheng Cao. 278-291 [doi]
- SSH-Backed API Performance Case StudyAnagha Jamthe, Mike Packard, Joe Stubbs, Gilbert Curbelo, Roseline Shapi, Elias Chalhoub. 295-305 [doi]
- NTP: A Neural Net Topology ProfilerPravin Chandran, Raghavendra Bhat, Juby Jose, Viswanath Dibbur, Prakash Sirra Ajith. 306-318 [doi]
- MCC: A Predictable and Scalable Massive Client Load GeneratorWenqing Wu, Xiao Feng, Wenli Zhang, Mingyu Chen 0001. 319-331 [doi]
- Apache Spark Streaming, Kafka and HarmonicIO: A Performance Benchmark and Architecture Comparison for Enterprise and Scientific ComputingBen Blamey, Andreas Hellander, Salman Toor. 335-347 [doi]
- Benchmark Researches from the Perspective of MetrologyKun Yang, Tong Wu, Qingfei Shen, Weiqun Cui, Guichun Zhang. 348-359 [doi]