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@proceedings{DBLP:conf/bench/2019,
  editor       = {Wanling Gao and
                  Jianfeng Zhan and
                  Geoffrey C. Fox and
                  Xiaoyi Lu and
                  Dan Stanzione},
  title        = {Benchmarking, Measuring, and Optimizing - Second BenchCouncil International
                  Symposium, Bench 2019, Denver, CO, USA, November 14-16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12093},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-49556-5},
  doi          = {10.1007/978-3-030-49556-5},
  isbn         = {978-3-030-49555-8},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/2019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/BachsteinWO19,
  author       = {Matthew Bachstein and
                  Feiyi Wang and
                  Sarp Oral},
  title        = {{LCIO:} Large Scale Filesystem Aging},
  booktitle    = {Bench},
  pages        = {251--261},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_24},
  doi          = {10.1007/978-3-030-49556-5\_24},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/BachsteinWO19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/BlameyHT19,
  author       = {Ben Blamey and
                  Andreas Hellander and
                  Salman Toor},
  title        = {Apache Spark Streaming, Kafka and HarmonicIO: {A} Performance Benchmark
                  and Architecture Comparison for Enterprise and Scientific Computing},
  booktitle    = {Bench},
  pages        = {335--347},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_30},
  doi          = {10.1007/978-3-030-49556-5\_30},
  timestamp    = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/BlameyHT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/ChandranBJDA19,
  author       = {Pravin Chandran and
                  Raghavendra Bhat and
                  Juby Jose and
                  Viswanath Dibbur and
                  Prakash Sirra Ajith},
  title        = {{NTP:} {A} Neural Net Topology Profiler},
  booktitle    = {Bench},
  pages        = {306--318},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_28},
  doi          = {10.1007/978-3-030-49556-5\_28},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/ChandranBJDA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/ChenCC19,
  author       = {Maosen Chen and
                  Tun Chen and
                  Qianyun Chen},
  title        = {An Efficient Implementation of the {ALS-WR} Algorithm on x86 CPUs},
  booktitle    = {Bench},
  pages        = {116--122},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_12},
  doi          = {10.1007/978-3-030-49556-5\_12},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/ChenCC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/ChengGMCRL19,
  author       = {Lu Cheng and
                  Ruocheng Guo and
                  Raha Moraffah and
                  K. Sel{\c{c}}uk Candan and
                  Adrienne Raglin and
                  Huan Liu},
  title        = {A Practical Data Repository for Causal Learning with Big Data},
  booktitle    = {Bench},
  pages        = {234--248},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_23},
  doi          = {10.1007/978-3-030-49556-5\_23},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/ChengGMCRL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/Deng0WLG19,
  author       = {Weixin Deng and
                  Pengyu Wang and
                  Jing Wang and
                  Chao Li and
                  Minyi Guo},
  title        = {{PSL:} Exploiting Parallelism, Sparsity and Locality to Accelerate
                  Matrix Factorization on x86 Platforms},
  booktitle    = {Bench},
  pages        = {101--109},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_10},
  doi          = {10.1007/978-3-030-49556-5\_10},
  timestamp    = {Thu, 10 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/Deng0WLG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/GongN19,
  author       = {Tongyan Gong and
                  Huiqian Niu},
  title        = {An Implementation of ResNet on the Classification of {RGB-D} Images},
  booktitle    = {Bench},
  pages        = {149--155},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_15},
  doi          = {10.1007/978-3-030-49556-5\_15},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/GongN19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/HaoZ19,
  author       = {Tianshu Hao and
                  Ziping Zheng},
  title        = {The Implementation and Optimization of Matrix Decomposition Based
                  Collaborative Filtering Task on {X86} Platform},
  booktitle    = {Bench},
  pages        = {110--115},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_11},
  doi          = {10.1007/978-3-030-49556-5\_11},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/HaoZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/HeCDYF19,
  author       = {Peng He and
                  Ge Chen and
                  Kai Deng and
                  Ping Yao and
                  Li Fu},
  title        = {Improve Image Classification by Convolutional Network on Cambricon},
  booktitle    = {Bench},
  pages        = {75--82},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_7},
  doi          = {10.1007/978-3-030-49556-5\_7},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/HeCDYF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/HouYMTWZ19,
  author       = {Pengpeng Hou and
                  Jiageng Yu and
                  Yuxia Miao and
                  Yang Tai and
                  Yanjun Wu and
                  Chen Zhao},
  title        = {RVTensor: {A} Light-Weight Neural Network Inference Framework Based
                  on the {RISC-V} Architecture},
  booktitle    = {Bench},
  pages        = {85--90},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_8},
  doi          = {10.1007/978-3-030-49556-5\_8},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/HouYMTWZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/HuiLL19,
  author       = {Yujie Hui and
                  Jeffrey Lien and
                  Xiaoyi Lu},
  title        = {Early Experience in Benchmarking Edge {AI} Processors with Object
                  Detection Workloads},
  booktitle    = {Bench},
  pages        = {32--48},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_3},
  doi          = {10.1007/978-3-030-49556-5\_3},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/HuiLL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/IbrahimWO19,
  author       = {Khaled Z. Ibrahim and
                  Samuel Williams and
                  Leonid Oliker},
  title        = {Performance Analysis of {GPU} Programming Models Using the Roofline
                  Scaling Trajectories},
  booktitle    = {Bench},
  pages        = {3--19},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_1},
  doi          = {10.1007/978-3-030-49556-5\_1},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/IbrahimWO19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/IvanovEBLRSPF19,
  author       = {Todor Ivanov and
                  Timo Eichhorn and
                  Arne{-}J{\o}rgen Berre and
                  Tom{\'{a}}s Pariente Lobo and
                  Ivan Martinez Rodriguez and
                  Ricardo Ruiz Saiz and
                  Barbara Pernici and
                  Chiara Francalanci},
  title        = {Building the DataBench Workflow and Architecture},
  booktitle    = {Bench},
  pages        = {165--171},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_17},
  doi          = {10.1007/978-3-030-49556-5\_17},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/IvanovEBLRSPF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/JamthePSCSC19,
  author       = {Anagha Jamthe and
                  Mike Packard and
                  Joe Stubbs and
                  Gilbert Curbelo and
                  Roseline Shapi and
                  Elias Chalhoub},
  title        = {SSH-Backed {API} Performance Case Study},
  booktitle    = {Bench},
  pages        = {295--305},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_27},
  doi          = {10.1007/978-3-030-49556-5\_27},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/JamthePSCSC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/Kong19,
  author       = {Yangyang Kong},
  title        = {{AIRV:} Enabling Deep Learning Inference on {RISC-V}},
  booktitle    = {Bench},
  pages        = {91--98},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_9},
  doi          = {10.1007/978-3-030-49556-5\_9},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/Kong19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/LiGWL19,
  author       = {Yichuan Li and
                  Ruocheng Guo and
                  Weiying Wang and
                  Huan Liu},
  title        = {Causal Learning in Question Quality Improvement},
  booktitle    = {Bench},
  pages        = {204--214},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_20},
  doi          = {10.1007/978-3-030-49556-5\_20},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/LiGWL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/LiJ19,
  author       = {Jiansong Li and
                  Zihan Jiang},
  title        = {Performance Analysis of Cambricon {MLU100}},
  booktitle    = {Bench},
  pages        = {57--66},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_5},
  doi          = {10.1007/978-3-030-49556-5\_5},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/LiJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/LiWML019,
  author       = {Guangli Li and
                  Xueying Wang and
                  Xiu Ma and
                  Lei Liu and
                  Xiaobing Feng},
  title        = {{XDN:} Towards Efficient Inference of Residual Neural Networks on
                  Cambricon Chips},
  booktitle    = {Bench},
  pages        = {51--56},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_4},
  doi          = {10.1007/978-3-030-49556-5\_4},
  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/LiWML019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/LiangZLC19,
  author       = {Yi Liang and
                  Shaokang Zeng and
                  Yande Liang and
                  Kaizhong Chen},
  title        = {Accelerating Parallel {ALS} for Collaborative Filtering on Hadoop},
  booktitle    = {Bench},
  pages        = {123--137},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_13},
  doi          = {10.1007/978-3-030-49556-5\_13},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/LiangZLC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/LiuZLH19,
  author       = {Zifeng Liu and
                  Xiaojiang Zuo and
                  Zeqing Li and
                  Rui Han},
  title        = {SparkAIBench: {A} Benchmark to Generate {AI} Workloads on Spark},
  booktitle    = {Bench},
  pages        = {215--221},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_21},
  doi          = {10.1007/978-3-030-49556-5\_21},
  timestamp    = {Thu, 09 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bench/LiuZLH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/MuiteA19,
  author       = {Benson K. Muite and
                  Samar Aseeri},
  title        = {Benchmarking Solvers for the One Dimensional Cubic Nonlinear Klein
                  Gordon Equation on a Single Core},
  booktitle    = {Bench},
  pages        = {172--184},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_18},
  doi          = {10.1007/978-3-030-49556-5\_18},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/MuiteA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/PhamD19,
  author       = {Trong{-}Ton Pham and
                  Dennis Mintah Djan},
  title        = {Deep Reinforcement Learning for Auto-optimization of {I/O} Accelerator
                  Parameters},
  booktitle    = {Bench},
  pages        = {187--203},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_19},
  doi          = {10.1007/978-3-030-49556-5\_19},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/PhamD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/RenLWYC19,
  author       = {Rui Ren and
                  Jinheng Li and
                  Lei Wang and
                  Yan Yin and
                  Zheng Cao},
  title        = {Anomaly Analysis and Diagnosis for Co-located Datacenter Workloads
                  in the Alibaba Cluster},
  booktitle    = {Bench},
  pages        = {278--291},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_26},
  doi          = {10.1007/978-3-030-49556-5\_26},
  timestamp    = {Thu, 09 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bench/RenLWYC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/TangY0D19,
  author       = {Qing Tang and
                  Chen Yang and
                  Xiaofeng Meng and
                  Zhihui Du},
  title        = {Benchmarking Database Ingestion Ability with Real-Time Big Astronomical
                  Data},
  booktitle    = {Bench},
  pages        = {225--233},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_22},
  doi          = {10.1007/978-3-030-49556-5\_22},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/TangY0D19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/WangGYJ19,
  author       = {Lei Wang and
                  Wanling Gao and
                  Kaiyong Yang and
                  Zihan Jiang},
  title        = {BOPS, {A} New Computation-Centric Metric for Datacenter Computing},
  booktitle    = {Bench},
  pages        = {262--277},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_25},
  doi          = {10.1007/978-3-030-49556-5\_25},
  timestamp    = {Fri, 15 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/WangGYJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/WangLZ19,
  author       = {Yifan Wang and
                  Chundian Li and
                  Chen Zeng},
  title        = {Exploring the Performance Bound of Cambricon Accelerator in End-to-End
                  Inference Scenario},
  booktitle    = {Bench},
  pages        = {67--74},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_6},
  doi          = {10.1007/978-3-030-49556-5\_6},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/WangLZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/WangY19,
  author       = {Lei Wang and
                  Minghe Yu},
  title        = {GraphBench: {A} Benchmark Suite for Graph Computing Systems},
  booktitle    = {Bench},
  pages        = {20--31},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_2},
  doi          = {10.1007/978-3-030-49556-5\_2},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/WangY19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/WuFZ019,
  author       = {Wenqing Wu and
                  Xiao Feng and
                  Wenli Zhang and
                  Mingyu Chen},
  title        = {{MCC:} {A} Predictable and Scalable Massive Client Load Generator},
  booktitle    = {Bench},
  pages        = {319--331},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_29},
  doi          = {10.1007/978-3-030-49556-5\_29},
  timestamp    = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/WuFZ019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/Xiong19,
  author       = {Xi Xiong},
  title        = {Utilization of Resnet in {RGB-D} Facial Recognition Problems},
  booktitle    = {Bench},
  pages        = {156--161},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_16},
  doi          = {10.1007/978-3-030-49556-5\_16},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/Xiong19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/XiongWH19,
  author       = {Xingwang Xiong and
                  Xu Wen and
                  Cheng Huang},
  title        = {Improving {RGB-D} Face Recognition via Transfer Learning from a Pretrained
                  2D Network},
  booktitle    = {Bench},
  pages        = {141--148},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_14},
  doi          = {10.1007/978-3-030-49556-5\_14},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/XiongWH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bench/YangWSCZ19,
  author       = {Kun Yang and
                  Tong Wu and
                  Qingfei Shen and
                  Weiqun Cui and
                  Guichun Zhang},
  title        = {Benchmark Researches from the Perspective of Metrology},
  booktitle    = {Bench},
  pages        = {348--359},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-49556-5\_31},
  doi          = {10.1007/978-3-030-49556-5\_31},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bench/YangWSCZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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