Lei Wang
Orcid: 0000-0001-6909-9561Affiliations:
- Chinese Academy of Sciences, Institute of Computing Technology, State Key Laboratory of Computer Architecture, Beijing, China
According to our database1,
Lei Wang
authored at least 121 papers
between 2006 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2023
Quantifying Resource Contention of Co-located Workloads with the System-level Entropy.
ACM Trans. Archit. Code Optim., March, 2023
Proceedings of the 37th International Conference on Supercomputing, 2023
Proceedings of the Benchmarking, Measuring, and Optimizing, 2023
A Linear Combination-Based Method to Construct Proxy Benchmarks for Big Data Workloads.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2023
Does AI for Science Need Another ImageNet or Totally Different Benchmarks? A Case Study of Machine Learning Force Fields.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2023
2022
High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computer.
CoRR, 2022
CCF Trans. High Perform. Comput., 2022
OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the Benchmarking, Measuring, and Optimizing, 2022
2021
WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture.
IEEE Comput. Archit. Lett., 2021
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the IEEE International Conference on Cluster Computing, 2021
Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021
2020
HPC AI500: The Methodology, Tools, Roofline Performance Models, and Metrics for Benchmarking HPC AI Systems.
CoRR, 2020
CoRR, 2020
AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite.
CoRR, 2020
Proceedings of the 27th IEEE International Conference on Software Analysis, 2020
OStoreBench: Benchmarking Distributed Object Storage Systems Using Real-World Application Scenarios.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2020
2019
Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers.
IEEE Trans. Big Data, 2019
HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems.
J. Comput. Sci. Technol., 2019
IEEE Access, 2019
Performance-Boosting Sparsification of the IFDS Algorithm with Applications to Taint Analysis.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019
Proceedings of the Benchmarking, Measuring, and Optimizing, 2019
Anomaly Analysis and Diagnosis for Co-located Datacenter Workloads in the Alibaba Cluster.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2019
2018
NVM Streaker: a fast and reconfigurable performance simulator for non-volatile memory-based memory architecture.
J. Supercomput., 2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
BOPS, Not FLOPS! A New Metric, Measuring Tool, and Roofline Performance Model For Datacenter Computing.
CoRR, 2018
Lazygraph: lazy data coherency for replicas in distributed graph-parallel computation.
Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018
Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018
Proceedings of the 2018 IEEE International Symposium on Workload Characterization, 2018
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the 2018 International Symposium on Code Generation and Optimization, 2018
Online anomaly detection framework for spark systems via stage-task behavior modeling.
Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Deep Convolutional Neural Networks for Log Event Classification on Distributed Cluster Systems.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the Benchmarking, Measuring, and Optimizing, 2018
AIoT Bench: Towards Comprehensive Benchmarking Mobile and Embedded Device Intelligence.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2018
Proceedings of the Benchmarking, Measuring, and Optimizing, 2018
Proceedings of the Benchmarking, Measuring, and Optimizing, 2018
Proceedings of the Benchmarking, Measuring, and Optimizing, 2018
Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018
2017
IEEE Trans. Parallel Distributed Syst., 2017
HybridTune: Spatio-temporal Data and Model Driven Performance Diagnosis for Big Data Systems.
CoRR, 2017
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks.
CoRR, 2017
Performance and energy efficiency of big data systems: characterization, implication and improvement.
Proceedings of the 6th International Conference on Software and Computer Applications, 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017
2016
Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2016
Proceedings of the 2016 IEEE International Symposium on Performance Analysis of Systems and Software, 2016
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016
BDTUne: Hierarchical correlation-based performance analysis and rule-based diagnosis for big data systems.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
WiseThrottling: a new asynchronous task scheduler for mitigating I/O bottleneck in large-scale datacenter servers.
J. Supercomput., 2015
BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads.
CoRR, 2015
Proceedings of the 2015 IEEE International Symposium on Workload Characterization, 2015
BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads.
Proceedings of the Big Data Benchmarks, Performance Optimization, and Emerging Hardware, 2015
2014
Dynamic I/O-Aware Scheduling for Batch-Mode Applications on Chip Multiprocessor Systems of Cluster Platforms.
J. Comput. Sci. Technol., 2014
Proceedings of the 2014 IEEE International Symposium on Workload Characterization, 2014
Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014
Proceedings of the Database Systems for Advanced Applications, 2014
A collaborative divide-and-conquer K-means clustering algorithm for processing large data.
Proceedings of the Computing Frontiers Conference, CF'14, 2014
2013
Cost-Aware Cooperative Resource Provisioning for Heterogeneous Workloads in Data Centers.
IEEE Trans. Computers, 2013
Proceedings of the Advancing Big Data Benchmarks, 2013
Proceedings of the IEEE International Symposium on Workload Characterization, 2013
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013
2012
IEEE Trans. Parallel Distributed Syst., 2012
IEEE Trans. Parallel Distributed Syst., 2012
ACM Trans. Archit. Code Optim., 2012
CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications.
Frontiers Comput. Sci., 2012
The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems.
Proceedings of the Specifying Big Data Benchmarks, 2012
High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012
2011
J. Parallel Distributed Comput., 2011
Proceedings of the 12th International Conference on Parallel and Distributed Computing, 2011
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
Proceedings of the 2011 IEEE International Symposium on Workload Characterization, 2011
2010
PowerTracer: Tracing requests in multi-tier services to save cluster power consumption
CoRR, 2010
CoRR, 2010
CoRR, 2010
Proceedings of the CGO 2010, 2010
2009
Phoenix Cloud : Consolidating Heterogeneous Workloads of Large Organizations on Cloud Computing Platforms
CoRR, 2009
Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers, 2009
Precise request tracing and performance debugging for multi-tier services of black boxes.
Proceedings of the 2009 IEEE/IFIP International Conference on Dependable Systems and Networks, 2009
Detecting and Eliminating Potential Violations of Sequential Consistency for Concurrent C/C++ Programs.
Proceedings of the CGO 2009, 2009
2008
Proceedings of the 22nd Annual International Conference on Supercomputing, 2008
Proceedings of the International Conference on Computer Science and Software Engineering, 2008
2007
Proceedings of the CHINA HPC 2007, 2007
Proceedings of the Eighth International Conference on Parallel and Distributed Computing, 2007
Proceedings of the 2007 IEEE International Conference on Cluster Computing, 2007
2006
Proceedings of the Seventh International Conference on Parallel and Distributed Computing, 2006
Easy and reliable cluster management: the self-management experience of Fire Phoenix.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006