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BenchCouncil international symposium on benchmarking, measuring, and optimizing

召开年：2019
召开地：Denver(US)
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1.Preface

机译：前言
- 作者：Wanling Gao;Jianfeng Zhan
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
2.BenchCouncil Achievement Award

机译：评议会成就奖
- 作者：Tony Hey
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
3.Benchmarking Supercomputers in the Post-Moore Era

机译：后摩尔时代的超级计算机基准测试
- 作者：Dan Stanzione
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
4.Benchmarks and Middleware for Designing Convergent HPC, Big Data and Deep Learning Software Stacks for Exascale Systems

机译：为Exascale系统设计融合HPC，大数据和深度学习软件堆栈的基准和中间件
- 作者：Dhabaleswar K. (DK) Panda
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
5.InfiniBand In-Network Computing Technology for Scalable HPC/AI

机译：用于可扩展HPC / AI的InfiniBand网络内计算技术
- 作者：Gilad Shainer
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
6.Benchmarking Perspectives on Emerging HPC Workloads

机译：新兴HPC工作负载的基准化观点
- 作者：Geoffrey Fox
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
7.Lightweight Requirements Engineering for Exascale Co-design

机译：百亿亿次联合设计的轻量级需求工程
- 作者：Felix Wolf
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
8.Flora Bench: An End-to-End Application Benchmark Suite for Datacenter

机译：Flora Bench：用于数据中心的端到端应用基准套件
- 作者：Zheng Cao
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
9.Towards Benchmarking AIOT Device Based on MCU

机译：迈向基于MCU的对标AIOT设备
- 作者：Dong Li
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
10.Harmonizing High-Level Abstraction and High Performance for Graph Mining

机译：协调高级抽象和高性能图挖掘
- 作者：Bo Wu
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
11.Deep Learning on HPC: Performance Factors and Lessons Learned

机译：HPC深度学习：性能因素和经验教训
- 作者：Weijia Xu
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
12.Towards a Methodology for Benchmarking Edge Processing Frameworks

机译：建立基准测试边缘处理框架的方法
- 作者：Gabriel Antoniu
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
13.Performance Analysis of GPU Programming Models Using the Roofline Scaling Trajectories

机译：使用车顶线缩放轨迹的GPU编程模型的性能分析
- 作者：Khaled Z. Ibrahim;Samuel Williams;Leonid Oliker
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Roofline model;
- Performance analysis;
- Parallel scaling;
- GPU;
- OpenACC;
- CUDA;
14.GraphBench: A Benchmark Suite for Graph Computing Systems

机译：GraphBench：图形计算系统的基准套件
- 作者：Lei Wang;Minghe Yu
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Graph computing;
- Performance evaluation;
- Benchmark;
15.Early Experience in Benchmarking Edge AI Processors with Object Detection Workloads

机译：通过对象检测工作量对Edge AI处理器进行基准测试的早期经验
- 作者：Yujie Hui;Jeffrey Lien;Xiaoyi Lu
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Benchmarking;
- Edge Computing;
- AI Processor;
- Deep Learning;
16.XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon Chips

机译：XDN：在Cambricon芯片上实现有效的残差神经网络推理
- 作者：Guangli Li;Xueying Wang;Xiu Ma;Lei Liu;Xiaobing Feng
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Artificial intelligence systems;
- Residual neural networks;
- Cambricon chips;
- Performance optimization;
17.Performance Analysis of Cambricon MLU100

机译：Cambricon MLU100的性能分析
- 作者：Jiansong Li;Zihan Jiang
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Deep learning;
- Domain specific hardware;
- Performance analysis;
18.Exploring the Performance Bound of Cambricon Accelerator in End-to-End Inference Scenario

机译：在端到端推理场景中探索Cambricon加速器的性能界限
- 作者：Yifan Wang;Chundian Li;Chen Zeng
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- DianNao/Cambricon accelerator;
- End-to-End Optimization;
- RetNet-50 on CIFAR-10;
19.Improve Image Classification by Convolutional Network on Cambricon

机译：在Cambricon上通过卷积网络改进图像分类
- 作者：Peng He;Ge Chen;Kai Deng;Ping Yao;Li Fu
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Cambricon;
- Convolutional neural network;
- ResNet101;
20.RVTensor: A Light-Weight Neural Network Inference Framework Based on the RISC-V Architecture

机译：RVTensor：基于RISC-V架构的轻量级神经网络推理框架
- 作者：Pengpeng Hou;Jiageng Yu;Yuxia Miao;Yang Tai;Yanjun Wu;Chen Zhao
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- RISC-V;
- Deep Learning;
- ResNet20;
- SERVE.r;
21.AIRV: Enabling Deep Learning Inference on RISC-V

机译：AIRV：在RISC-V上启用深度学习推理
- 作者：Yangyang Kong
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- RISC-V;
- Deep learning;
- Machine learning framework;
- Cross-compile;
22.PSL: Exploiting Parallelism, Sparsity and Locality to Accelerate Matrix Factorization on x86 Platforms

机译：PSL：利用并行性，稀疏性和局部性来加速x86平台上的矩阵分解
- 作者：Weixin Deng;Pengyu Wang;Jing Wang;Chao Li;Minyi Guo
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Parallelism;
- Sparsity;
- Locality;
- Matrix factorization;
- ALS-WR;
- Acceleration;
23.The Implementation and Optimization of Matrix Decomposition Based Collaborative Filtering Task on X86 Platform

机译：X86平台上基于矩阵分解的协同过滤任务的实现与优化
- 作者：Tianshu Hao;Ziping Zheng
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Recommendation systems;
- Collaborative filtering;
- Matrix decomposition;
24.An Efficient Implementation of the ALS-WR Algorithm on x86 CPUs

机译：在x86 CPU上高效实现ALS-WR算法
- 作者：Maosen Chen;Tun Chen;Qianyun Chen
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- ALS-WR;
- Matrix factorization;
- Matrix multiplcation;
- Recommendation algorithm;
25.Accelerating Parallel ALS for Collaborative Filtering on Hadoop

机译：加速并行ALS以在Hadoop上进行协同过滤
- 作者：Yi Liang;Shaokang Zeng;Yande Liang;Kaizhong Chen
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Collaborative Filtering;
- Alternating Least Squares;
- Hadoop;
26.Improving RGB-D Face Recognition via Transfer Learning from a Pretrained 2D Network

机译：通过从预训练的2D网络进行转移学习来改善RGB-D人脸识别
- 作者：Xingwang Xiong;Xu Wen;Cheng Huang
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Face recognition;
- RGB-D images;
- Transfer learning;
27.An Implementation of ResNet on the Classification of RGB-D Images

机译：ResNet在RGB-D图像分类中的实现
- 作者：Tongyan Gong;Huiqian Niu
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- ResNet;
- Computer vision;
- RGB-D;
- Face recognition;
28.Utilization of Resnet in RGB-D Facial Recognition Problems

机译：Resnet在RGB-D人脸识别问题中的利用
- 作者：Xi Xiong
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Resnet;
- Facial recognition;
- RGB-D;
29.Building the DataBench Workflow and Architecture

机译：建立DataBench工作流程和架构
- 作者：Todor Ivanov;Timo Eichhorn;Arne Jorgen Berre;Tomas Pariente Lobo;Ivan Martinez Rodriguez;Ricardo Ruiz Saiz;Barbara Pernici;Chiara Francalanci
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- DataBench;
- Big Data;
- Benchmarking;
30.Benchmarking Solvers for the One Dimensional Cubic Nonlinear Klein Gordon Equation on a Single Core

机译：单核上一维立方非线性Klein Gordon方程的对标求解
- 作者：B. K. Muite;Samar Aseeri
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Benchmarks;
- Numerical methods;
- Computer architecture;
31.Deep Reinforcement Learning for Auto-optimization of I/O Accelerator Parameters

机译：用于自动优化I / O加速器参数的深度强化学习
- 作者：Trong-Ton Pham;Dennis Mintah Djan
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Optimization;
- Q-learning;
- Deep reinforcement learning;
- I/O;
- HPC;
- Accelerator;
32.Causal Learning in Question Quality Improvement

机译：因果学习提高问题质量
- 作者：Yichuan Li;Ruocheng Guo;Weiying Wang;Huan Liu
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
33.SparkAIBench: A Benchmark to Generate AI Workloads on Spark

机译：SparkAIBench：在Spark上生成AI工作负载的基准
- 作者：Zifeng Liu;Xiaojiang Zuo;Zeqing Li;Rui Han
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- AI workloads;
- Benchmark;
- Cloud computing;
34.Benchmarking Database Ingest ion Ability with Real-Time Big Astronomical Data

机译：使用实时大天文数据对数据库摄入能力进行基准测试
- 作者：Qing Tang;Chen Yang;Xiaofeng Meng;Zhihui Du
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Benchmarking;
- Real-time;
- Astronomical data;
- Ingestion;
35.A Practical Data Repository for Causal Learning with Big Data

机译：大数据因果学习的实用数据存储库
- 作者：Lu Cheng;Ruocheng Guo;Raha Moraffah;K. Selcuk Candan;Adrienne Raglin;Huan Liu
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Causal learning;
- Treatment effect estimation;
- Causal discovery;
- Datasets;
- Big data;
- Benchmarking;
36.LCIO: Large Scale Filesystem Aging

机译：LCIO：大规模文件系统老化
- 作者：Matthew Bachstein;Feiyi Wang;Sarp Oral
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
37.BOPS, A New Computation-Centric Metric for Datacenter Computing

机译：BOPS，一种新的以数据为中心的以计算为中心的指标
- 作者：Lei Wang;Wanling Gao;Kaiyong Yang;Zihan Jiang
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Datacenter;
- Metric;
- Computation;
38.Anomaly Analysis and Diagnosis for Co-located Datacenter Workloads in the Alibaba Cluster

机译：阿里巴巴集群中并置数据中心工作负载的异常分析和诊断
- 作者：Rui Ren;Jinheng Li;Lei Wang;Yan Yin;Zheng Cao
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Alibaba trace;
- Co-located workloads;
- Anomaly analysis;
- Causes diagnosis;
39.SSH-Backed API Performance Case Study

机译：SSH支持的API性能案例研究
- 作者：Anagha Jamthe;Mike Packard;Joe Stubbs;Gilbert Curbelo Ⅲ;Roseline Shapi;Elias Chalhoub
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
40.NTP: A Neural Net Topology Profiler

机译：NTP：神经网络拓扑分析器
- 作者：Pravin Chandran;Raghavendra Bhat;Juby Jose;Viswanath Dibbur;Prakash Sirra Ajith
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Neural networks;
- Topology;
- Benchmark tools;
- open VINO;
41.MCC: A Predictable and Scalable Massive Client Load Generator

机译：MCC：可预测且可扩展的大规模客户端负载生成器
- 作者：Wenqing Wu;Xiao Feng;Wenli Zhang;Mingyu Chen
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Network load generator;
- Predictability;
- Scalability;
42.Apache Spark Streaming, Kafka and HarmonicIO: A Performance Benchmark and Architecture Comparison for Enterprise and Scientific Computing

机译：Apache Spark Streaming，Kafka和HarmonicIO：企业和科学计算的性能基准和体系结构比较
- 作者：Ben Blamey;Andreas Hellander;Salman Toor
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Stream processing;
- Apache Spark;
- HarmonicIO;
- High-throughput microscopy;
- HPC;
- Benchmark;
- XaaS;
- HASTE;
43.Benchmark Researches from the Perspective of Metrology

机译：计量学视角下的基准研究
- 作者：Kun Yang;Tong Wu;Qingfei Shen;Weiqun Cui;Guichun Zhang
- 会议名称：《BenchCouncil international symposium on benchmarking, measuring, and optimizing》 | 2019年
- Benchmark;
- Metrology;
- Accuracy;
- Traceability;
- Consistency;
- Legality;