Could Bibliometrics Reveal Top Science and Technology Achievements and Researchers? The Case for Evaluatology-based Science and Technology Evaluation.

[BibT_eX]

[DOI]

Guoxin Kang

Wanling Gao

CoRR, 2024

Bridging the Gap Between Domain-specific Frameworks and Multiple Hardware Devices.

[BibT_eX]

[DOI]

CoRR, 2024

Evaluatology: The Science and Engineering of Evaluation.

[BibT_eX]

[DOI]

CoRR, 2024

GraphScope Flex: LEGO-like Graph Computing Stack.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

2023

Quantifying Resource Contention of Co-located Workloads with the System-level Entropy.

[BibT_eX]

[DOI]

Yi Liang

Shaokang Zeng

Lei Wang

ACM Trans. Archit. Code Optim., March, 2023

Vineyard: Optimizing Data Sharing in Data-Intensive Analytics.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

GraphScope Flex: LEGO-like Graph Computing Stack.

[BibT_eX]

[DOI]

CoRR, 2023

IterLara: A Turing Complete Algebra for Big Data, AI, Scientific Computing, and Database.

[BibT_eX]

[DOI]

CoRR, 2023

WPC: Whole-picture Workload Characterization.

[BibT_eX]

[DOI]

CoRR, 2023

DCNetBench: Scaleable Data Center Network Benchmarking.

[BibT_eX]

[DOI]

CoRR, 2023

NHtapDB: Native HTAP Databases.

[BibT_eX]

[DOI]

CoRR, 2023

Legion: Automatically Pushing the Envelope of Multi-GPU System for Billion-Scale GNN Training.

[BibT_eX]

[DOI]

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

Bridging the Gap between Relational OLTP and Graph-based OLAP.

[BibT_eX]

[DOI]

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

CMLCompiler: A Unified Compiler for Classical Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Supercomputing, 2023

Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Cross-Layer Profiling of IoTBench.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2023

A Linear Combination-Based Method to Construct Proxy Benchmarks for Big Data Workloads.

[BibT_eX]

[DOI]

Yikang Yang

Lei Wang

Jianfeng Zhan

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.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2023

2022

Quality at the Tail.

[BibT_eX]

[DOI]

CoRR, 2022

ToL: A Tensor of List-Based Unified Computation Model.

[BibT_eX]

[DOI]

CoRR, 2022

High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computer.

[BibT_eX]

[DOI]

CoRR, 2022

A systematic study on benchmarking AI inference accelerators.

[BibT_eX]

[DOI]

CCF Trans. High Perform. Comput., 2022

OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

GNNLab: a factored system for sample-based GNN training over GPUs.

[BibT_eX]

[DOI]

Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022

EAIBench: An Energy Efficiency Benchmark for AI Training.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2022

2021

GraphScope: A One-Stop Large Graph Processing System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

GraphScope: A Unified Engine For Big Graph Processing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Shift-and-Balance Attention.

[BibT_eX]

[DOI]

CoRR, 2021

HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking.

[BibT_eX]

[DOI]

CoRR, 2021

WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2021

AIBench Training: Balanced Industry-Standard AI Training Benchmarking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

FlexGraph: a flexible and efficient distributed framework for GNN training.

[BibT_eX]

[DOI]

Proceedings of the EuroSys '21: Sixteenth European Conference on Computer Systems, 2021

HPC AI500 V2.0: The Methodology, Tools, and Metrics for Benchmarking HPC AI Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2021

AIBench Scenario: Scenario-Distilling AI Benchmarking.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2020

Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices.

[BibT_eX]

[DOI]

CoRR, 2020

AIBench: Scenario-distilling AI Benchmarking.

[BibT_eX]

[DOI]

CoRR, 2020

AIBench: An Industry Standard AI Benchmark Suite from Internet Services.

[BibT_eX]

[DOI]

CoRR, 2020

Extended Batch Normalization.

[BibT_eX]

[DOI]

CoRR, 2020

AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite.

[BibT_eX]

[DOI]

CoRR, 2020

Referee: A Pattern-Guided Approach for Auto Design in Compiler-Based Analyzers.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Software Analysis, 2020

OStoreBench: Benchmarking Distributed Object Storage Systems Using Real-World Application Scenarios.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2020

2019

Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2019

HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2019

BenchCouncil's View on Benchmarking AI and Other Emerging Workloads.

[BibT_eX]

[DOI]

CoRR, 2019

AIBench: An Industry Standard Internet Service AI Benchmark Suite.

[BibT_eX]

[DOI]

CoRR, 2019

HPC AI500: A Benchmark Suite for HPC AI Systems.

[BibT_eX]

[DOI]

CoRR, 2019

A Semantic-based Medical Image Fusion Approach.

[BibT_eX]

[DOI]

CoRR, 2019

XOS: An Application-Defined Operating System for Data Center Servers.

[BibT_eX]

[DOI]

CoRR, 2019

Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks.

[BibT_eX]

[DOI]

IEEE Access, 2019

Performance-Boosting Sparsification of the IFDS Algorithm with Applications to Taint Analysis.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

BOPS, A New Computation-Centric Metric for Datacenter Computing.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

Anomaly Analysis and Diagnosis for Co-located Datacenter Workloads in the Alibaba Cluster.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

2018

NVM Streaker: a fast and reconfigurable performance simulator for non-volatile memory-based memory architecture.

[BibT_eX]

[DOI]

J. Supercomput., 2018

Clustering Residential Electricity Load Curves via Community Detection in Network.

[BibT_eX]

[DOI]

CoRR, 2018

Anomaly Analysis for Co-located Datacenter Workloads in the Alibaba Cluster.

[BibT_eX]

[DOI]

CoRR, 2018

BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite.

[BibT_eX]

[DOI]

CoRR, 2018

A veracity preserving model for synthesizing scalable electricity load profiles.

[BibT_eX]

[DOI]

CoRR, 2018

Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads.

[BibT_eX]

[DOI]

CoRR, 2018

BOPS, Not FLOPS! A New Metric, Measuring Tool, and Roofline Performance Model For Datacenter Computing.

[BibT_eX]

[DOI]

CoRR, 2018

Lazygraph: lazy data coherency for replicas in distributed graph-parallel computation.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

Understanding and detecting evolution-induced compatibility issues in Android apps.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

Data Motif-based Proxy Benchmarks for Big Data and AI Workloads.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Workload Characterization, 2018

Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

May-happen-in-parallel analysis with static vector clocks.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Symposium on Code Generation and Optimization, 2018

Online anomaly detection framework for spark systems via stage-task behavior modeling.

[BibT_eX]

[DOI]

Rui Ren

Shuai Tian

Lei Wang

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

XOS: An Application-Defined Operating System for Datacenter Computing.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

DCMIX: Generating Mixed Workloads for the Cloud Data Center.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

AIoT Bench: Towards Comprehensive Benchmarking Mobile and Embedded Device Intelligence.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

HPC AI500: A Benchmark Suite for HPC AI Systems.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

Edge AIBench: Towards Comprehensive End-to-End Edge Computing Benchmarking.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

Data motifs: a lens towards fully understanding big data and AI workloads.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017

Understanding Big Data Analytics Workloads on Modern Processors.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2017

HybridTune: Spatio-temporal Data and Model Driven Performance Diagnosis for Big Data Systems.

[BibT_eX]

[DOI]

CoRR, 2017

A Dwarf-based Scalable Big Data Benchmarking Methodology.

[BibT_eX]

[DOI]

CoRR, 2017

Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Performance and energy efficiency of big data systems: characterization, implication and improvement.

[BibT_eX]

[DOI]

Yingjie Shi

Lei Wang

Fang Du

Proceedings of the 6th International Conference on Software and Computer Applications, 2017

Towards memory and computation efficient graph processing on spark.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

CloudMix: Generating Diverse and Reducible Workloads for Cloud Systems.

[BibT_eX]

[DOI]

Rui Han

Zan Zong

Fan Zhang

José Luis Vázquez-Poletti

Zhen Jia

Lei Wang

Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016

On Horizontal Decomposition of the Operating System.

[BibT_eX]

[DOI]

CoRR, 2016

10-millisecond Computing.

[BibT_eX]

[DOI]

CoRR, 2016

Articulation points guided redundancy elimination for betweenness centrality.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2016

Characterization and architectural implications of big data workloads.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Symposium on Performance Analysis of Systems and Software, 2016

Understanding Data Analytics Workloads on Intel(R) Xeon Phi(R).

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Supercomput., 2015

Characterization and Architectural Implications of Big Data Workloads.

[BibT_eX]

[DOI]

CoRR, 2015

Understanding Big Data Analytic Workloads on Modern Processors.

[BibT_eX]

[DOI]

CoRR, 2015

BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads.

[BibT_eX]

[DOI]

CoRR, 2015

Benchmarking Big Data Systems: State-of-the-Art and Future Directions.

[BibT_eX]

[DOI]

CoRR, 2015

Identifying Dwarfs Workloads in Big Data Analytics.

[BibT_eX]

[DOI]

CoRR, 2015

Characterizing Data Analytics Workloads on Intel Xeon Phi.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Symposium on Workload Characterization, 2015

BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2014

Characterizing and subsetting big data workloads.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Workload Characterization, 2014

BigDataBench: A big data benchmark suite from internet services.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014

BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

A collaborative divide-and-conquer K-means clustering algorithm for processing large data.

[BibT_eX]

[DOI]

Proceedings of the Computing Frontiers Conference, CF'14, 2014

2013

Cost-Aware Cooperative Resource Provisioning for Heterogeneous Workloads in Data Centers.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2013

BigDataBench: a Big Data Benchmark Suite from Web Search Engines.

[BibT_eX]

[DOI]

CoRR, 2013

BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking.

[BibT_eX]

[DOI]

Proceedings of the Advancing Big Data Benchmarks, 2013

Characterizing data analysis workloads in data centers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Workload Characterization, 2013

CloudRank-V: A Desktop Cloud Benchmark with Complex Workloads.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

2012

In Cloud, Can Scientific Communities Benefit from the Economies of Scale?

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2012

Precise, Scalable, and Online Request Tracing for Multitier Services of Black Boxes.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2012

Extendable pattern-oriented optimization directives.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2012

CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2012

The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems.

[BibT_eX]

[DOI]

Proceedings of the Specifying Big Data Benchmarks, 2012

High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

A Highly Parallel Reuse Distance Analysis Algorithm on GPUs.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

2011

Automatic performance debugging of SPMD-style parallel programs.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2011

Dacoop: Accelerating Data-Iterative Applications on Map/Reduce Cluster.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Parallel and Distributed Computing, 2011

Automatic Library Generation for BLAS3 on GPUs.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Characterization of real workloads of web search engines.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Workload Characterization, 2011

2010

Landing Stencil Code on Godson-T.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2010

PowerTracer: Tracing requests in multi-tier services to save cluster power consumption

[BibT_eX]

[DOI]

CoRR, 2010

Precise, Scalable and Online Request Tracing for Multi-tier Services of Black Boxes

[BibT_eX]

[DOI]

CoRR, 2010

PhoenixCloud: Provisioning Resources for Heterogeneous Workloads in Cloud Computing

[BibT_eX]

[DOI]

CoRR, 2010

Scalable Group Management in Large-Scale Virtualized Clusters

[BibT_eX]

[DOI]

CoRR, 2010

PhoenixCloud: Provisioning Resources for Heterogeneous Cloud Workloads

[BibT_eX]

[DOI]

CoRR, 2010

An adaptive task creation strategy for work-stealing scheduling.

[BibT_eX]

[DOI]

Proceedings of the CGO 2010, 2010

2009

Phoenix Cloud : Consolidating Heterogeneous Workloads of Large Organizations on Cloud Computing Platforms

[BibT_eX]

[DOI]

CoRR, 2009

In cloud, do MTC or HTC service providers benefit from the economies of scale?

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the CGO 2009, 2009

2008

Exploiting idle register classes for fast spill destination.

[BibT_eX]

[DOI]

Proceedings of the 22nd Annual International Conference on Supercomputing, 2008

A Performance Model for Domino Mail Server.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007

The design methodology of Phoenix cluster system software stack.

[BibT_eX]

[DOI]

Proceedings of the CHINA HPC 2007, 2007

Grid Unit: A Self-Managing Building Block for Grid System.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Parallel and Distributed Computing, 2007

A layered design methodology of cluster system stack.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Cluster Computing, 2007

2006

Design Patterns of Scalable Cluster System Software.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Parallel and Distributed Computing, 2006

Easy and reliable cluster management: the self-management experience of Fire Phoenix.

[BibT_eX]

[DOI]

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

PhoenixG: A Unified Management Framework for Industrial Information Grid.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

A Failure-Aware Scheduling Strategy in Large-Scale Cluster System.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

Lei Wang

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