基本信息
王磊  男  硕导  中国科学院计算技术研究所
电子邮件: wl@ncic.ac.cn
通信地址: 北京海淀区中关村科学院南路6号
邮政编码: 100190

招生信息

   
招生专业
081203-计算机应用技术
招生方向
数据中心计算

出版信息

   
发表论文
(1) WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture, IEEE COMPUTER ARCHITECTURE LETTERS, 2021, 第 1 作者
(2) HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems, HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems, JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 第 4 作者
(3) Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers, IEEE TRANSACTIONS ON BIG DATA, 2019, 第 7 作者
(4) Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks, IEEE ACCESS, 2019, 第 15 作者
(5) XOS: An Application-Defined Operating System for Datacenter Computing, 2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2018, 第 1 作者
(6) Data Motif-based Proxy Benchmarks for Big Data and AI Workloads, 2018 IEEE INTERNATIONAL SYMPOSIUM ON WORKLOAD CHARACTERIZATION (IISWC), 2018, 第 2 作者
(7) Deep Convolutional Neural Networks for Log Event Classification on Distributed Cluster Systems, 2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2018, 第 4 作者
(8) Online Anomaly Detection Framework for Spark Systems via Stage-Task Behavior Modeling, 2018 ACM INTERNATIONAL CONFERENCE ON COMPUTING FRONTIERS, 2018, 第 2 作者
(9) Data Motifs: A Lens Towards Fully Understanding Big Data and AI Workloads, 27TH INTERNATIONAL CONFERENCE ON PARALLEL ARCHITECTURES AND COMPILATION TECHNIQUES (PACT 2018), 2018, 第 2 作者
(10) Towards Memory and Computation Efficient Graph Processing on Spark, 2017 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2017, 第 3 作者
(11) Understanding Big Data Analytics Workloads on Modern Processors, IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2017, 第 3 作者
(12) BDTune: Hierarchical Correlation-based Performance Analysis and Rule-based Diagnosis for Big Data Systems, 2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2016, 第 2 作者
(13) Understanding Data Analytics Workloads on Intel (R) Xeon Phi (TM), PROCEEDINGS OF 2016 IEEE 18TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS; IEEE 14TH INTERNATIONAL CONFERENCE ON SMART CITY; IEEE 2ND INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS), 2016, 第 5 作者
(14) BigDataBench:开源的大数据系统评测基准, BigDataBench: An Open-source Big Data Benchmark Suite, 计算机学报, 2016, 第 3 作者
(15) 大数据系统量化分析:基准测试、性能指标和模型, Quantitative Analysis of Big Data Systems: Benchmark Suite, Performance Metric and Model, 2016, 第 1 作者
(16) The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems, SPECIFYING BIG DATA BENCHMARKS, 2014, 第 4 作者
(17) BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework, DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, DASFAA 2014, PT II, 2014, 第 6 作者
(18) BigDataBench: a Big Data Benchmark Suite from Internet Services, 2014 20TH IEEE INTERNATIONAL SYMPOSIUM ON HIGH PERFORMANCE COMPUTER ARCHITECTURE (HPCA-20), 2014, 第11作者
(19) Cost-Aware Cooperative Resource Provisioning for Heterogeneous Workloads in Data Centers, IEEE TRANSACTIONS ON COMPUTERS, 2013, 第 2 作者
(20) Characterizing Data Analysis Workloads in Data Centers, 2013 IEEE INTERNATIONAL SYMPOSIUM ON WORKLOAD CHARACTERIZATION (IISWC 2013), 2013, 第 1 作者
(21) CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications, CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications, 中国计算机科学前沿:英文版, 2012, 第 4 作者
(22) High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers, 2012 IEEE 26TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS & PHD FORUM (IPDPSW), 2012, 第 3 作者
(23) Precise, Scalable, and Online Request Tracing for Multitier Services of Black Boxes, IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2012, 第 6 作者
(24) CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications, FRONTIERS OF COMPUTER SCIENCE, 2012, 第 4 作者
(25) 海云计算实验系统研究, 网络新媒体技术, 2012, 第 3 作者
(26) In Cloud, Can Scientific Communities Benefit from the Economies of Scale?, IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2012, 通讯作者
(27) Scalable group management in large-scale virtualized clusters, Scalable group management in large-scale virtualized clusters, 高技术通讯:英文版, 2011, 第 2 作者
(28) Characterization of Real Workloads of Web Search Engines, 2011 IEEE INTERNATIONAL SYMPOSIUM ON WORKLOAD CHARACTERIZATION (IISWC), 2011, 第 4 作者
(29) Automatic performance debugging of SPMD-style parallel programs, JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2011, 第 7 作者
(30) 基于共享内存的机群服务检查点机制研究, Research on the Shared Memory-Based Checkpointing for Cluster Services, 计算机研究与发展, 2010, 第 2 作者
(31) Precise Request Tracing and Performance Debugging for Multi-tier Services of Black Boxes, 2009 IEEE/IFIP INTERNATIONAL CONFERENCE ON DEPENDABLE SYSTEMS & NETWORKS (DSN 2009), 2009, 第 3 作者
(32) 一种适应行业信息系统的通用管理框架, Unified Management Framework for Industrial Information System, 计算机应用研究, 2007, 第 4 作者
(33) Design patterns of scalable cluster system software, SEVENTH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED COMPUTING, APPLICATIONS AND TECHNOLOGIES, PROCEEDINGS, 2006, 第 3 作者
(34) A failure-aware scheduling strategy in large-scale cluster system, SIXTH IEEE INTERNATIONAL SYMPOSIUM ON CLUSTER COMPUTING AND THE GRID, 2006, 第 3 作者
(35) LUNF——基于节点失效特征的机群作业调度策略, LUNF-A Cluster Job Scheduling Strategy Using Characterization of Nodes' Failure, 计算机研究与发展, 2005, 第 5 作者
(36) 一体化机群操作系统Phoenix, Fully Integrated Cluster Operating System: Phoenix, 计算机研究与发展, 2005, 第 3 作者
(37) 高可用机群系统辅助测试工具:HABench, Assistant Testing Tools of High-Availability Clusters: HABench, 计算机工程与应用, 2005, 第 2 作者
(38) 基于Domino邮件服务器的性能建模, A Performance Model for Domino Mail Server, 计算机科学, 2005, 第 1 作者
(39) 机群系统的智能配置管理, An Intelligent Configuration Information Management Svstem for Clusters, 计算机工程与应用, 2004, 第 3 作者
(40) 基于服务的机群中间件, Service-Oriented Cluster Software Middleware, 微电子学与计算机, 2004, 第 2 作者
(41) Characterization and Architectural Implications of Big Data Workloads, 第11作者

科研活动

   
科研项目
( 1 ) 高通量服务器基准测试程序, 参与, 其他任务, 2012-04--2014-09
( 2 ) 基于内存计算的实时大数据关键技术和系统, 参与, 国家任务, 2015-05--2017-05
( 3 ) 软件定义的云计算基础理论与方法, 参与, 国家任务, 2016-01--2021-12
( 4 ) 服务器能效基准技术合作, 负责人, 企业委托, 2020-08--2021-08
( 5 ) 服务器新型应用能效基准技术合作, 负责人, 企业委托, 2021-08--2022-07