Works (191)
Updated: November 8th, 2023 05:02
2023 journal article
Accelerating matrix-centric graph processing on GPUs through bit-level optimizations
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 177, 53–67.
co-author countries:
United States of America 🇺🇸
author keywords: GraphBLAS; Bit manipulation; GPU; Sparse matrix; Deep reinforcement learning
Sources: Web Of Science, ORCID
Added: April 11, 2023
2023 journal article
Automated Translation of Functional Big Data similar to eries to SQL
PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL, 7(OOPSLA).
co-author countries:
United States of America 🇺🇸
author keywords: program synthesis; source-to-source compiler; query optimization
dl.acm.org (publisher PDF)
Sources: ORCID, Web Of Science
Added: April 8, 2023
2023 journal article
Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 35(10), 10181–10196.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: CNN; deep reuse; inference; winograd
Sources: Web Of Science, ORCID
Added: October 23, 2023
2023 article
Reconciling Selective Logging and Hardware Persistent Memory Transaction
2023 IEEE INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE, HPCA, pp. 664–676.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: June 5, 2023
2023 article
SpecPMT: Speculative Logging for Resolving Crash Consistency Overhead of Persistent Memory
PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS, VOL 2, ASPLOS 2023, pp. 762–777.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: persistent memory; transaction; logging; microarchitecture
Sources: Web Of Science, ORCID
Added: November 6, 2023
2023 journal article
Survey: Exploiting Data Redundancy for Optimization of Deep Learning
ACM COMPUTING SURVEYS, 55(10).
co-author countries:
United States of America 🇺🇸
author keywords: Data redundancy; representation redundancy; deep neural network; convolutional neural network; transformer
Sources: Web Of Science, ORCID
Added: March 6, 2023
2022 article
Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU
2022 IEEE 36TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM (IPDPS 2022), pp. 515–525.
co-author countries:
United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: September 29, 2022
2022 article
Brief Industry Paper: Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card
2022 IEEE 28TH REAL-TIME AND EMBEDDED TECHNOLOGY AND APPLICATIONS SYMPOSIUM (RTAS), pp. 297–300.
co-author countries:
United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: April 17, 2023
2022 article
DREW: Efficient Winograd CNN Inference with Deep Reuse
PROCEEDINGS OF THE ACM WEB CONFERENCE 2022 (WWW'22), pp. 1807–1816.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: data reuse; deep reuse; Winograd; Web systems
Sources: Web Of Science, ORCID
Added: October 31, 2022
2022 journal article
Energy Efficient Boosting of GEMM Accelerators for DNN via Reuse
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 27(5).
co-author countries:
Türkiye 🇹🇷 United States of America 🇺🇸
author keywords: Reuse; deep neural networks; gemm; accelerator
Sources: Web Of Science, ORCID
Added: October 17, 2022
2022 journal article
Exploring Data Analytics Without Decompression on Embedded GPU Systems
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 33(7), 1553–1568.
co-author countries:
Switzerland 🇨🇭 China 🇨🇳 United States of America 🇺🇸
author keywords: Graphics processing units; Embedded systems; Data analysis; Parallel processing; Instruction sets; Optimization; Random access memory; TADOC; embedded GPU systems; compression; data analytics
Sources: Web Of Science, ORCID
Added: November 23, 2021
2022 article
FFCCD: Fence-Free Crash-Consistent Concurrent Defragmentation for Persistent Memory
PROCEEDINGS OF THE 2022 THE 49TH ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA '22), pp. 274–288.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: Non-volatile memory; Persistent memory; Memory management; Garbage collection; Defragmentation
Sources: Web Of Science, ORCID
Added: September 26, 2022
2022 article
GCD(2) : A Globally Optimizing Compiler for Mapping DNNs to Mobile DSPs
2022 55TH ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO), pp. 512–529.
co-author countries:
United States of America 🇺🇸
author keywords: VLIW instruction packing; compiler optimization; deep neural network; mobile devices
Sources: Web Of Science, ORCID
Added: December 12, 2022
2022 journal article
General Reuse-Centric CNN Accelerator
IEEE TRANSACTIONS ON COMPUTERS, 71(4), 880–891.
co-author countries:
Türkiye 🇹🇷 United States of America 🇺🇸
author keywords: Neurons; Hardware; Convolution; Engines; Software; Acceleration; IEEE Senior Members; CNN; reuse-centric; accelerator
Sources: ORCID, Web Of Science
Added: March 11, 2022
2022 article
IDE Augmented with Human-Learning Inspired Natural Language Programming
2022 ACM/IEEE 44TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: COMPANION PROCEEDINGS (ICSE-COMPANION 2022), pp. 110–114.
co-author countries:
United States of America 🇺🇸
author keywords: Program synthesis; natural language programming; code editor
Sources: Web Of Science, ORCID
Added: September 19, 2022
2022 article
Interactive NLU-Powered Ontology-Based Workflow Synthesis for FAIR Support of HPC
2022 IEEE/ACM INTERNATIONAL WORKSHOP ON HPC USER SUPPORT TOOLS (HUST), pp. 29–40.
co-author countries:
United States of America 🇺🇸
author keywords: Ontology; Workflow; Synthesis; HPC; FAIR; NLP
Sources: Web Of Science, ORCID
Added: May 9, 2023
2022 journal article
POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 33(2), 459–475.
co-author countries:
Switzerland 🇨🇭 China 🇨🇳 United States of America 🇺🇸
author keywords: Task analysis; Indexing; Data analysis; Technological innovation; Dictionaries; Data structures; Standards; Near orthogonal processing on compression; direct processing on compressed data; TADOC; orthogonal POC
Sources: Web Of Science, ORCID
Added: August 16, 2021
2022 journal article
Preserving Addressability Upon GC-Triggered Data Movements on Non-Volatile Memory
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 19(2).
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: Persistent memory; garbage collector; memory management
Sources: Web Of Science, ORCID
Added: April 18, 2022
2022 journal article
Sequential Model Optimization for Software Effort Estimation
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 48(6), 1994–2009.
co-author countries:
United States of America 🇺🇸
author keywords: Estimation; Software; Tools; Optimization; Data models; Task analysis; Mathematical model; Effort estimation; COCOMO; hyperparameter tuning; regression trees; sequential model optimization
Sources: ORCID, Web Of Science
Added: June 15, 2022
2022 article
Temporal Exposure Reduction Protection for Persistent Memory
2022 IEEE INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE (HPCA 2022), pp. 908–924.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: Memory Security; Persistent Memory; Memory Exposure Reduction; Hardware-Software Co-Design
Sources: Web Of Science, ORCID
Added: August 29, 2022
2021 journal article
A Machine Learning Based Ensemble Forecasting Optimization Algorithm for Preseason Prediction of Atlantic Hurricane Activity
ATMOSPHERE, 12(4).
co-author countries:
United States of America 🇺🇸
author keywords: hurricane prediction; machine learning; ensemble model
Sources: Web Of Science, ORCID
Added: April 21, 2021
2021 journal article
An Automatic Synthesizer of Advising Tools for High Performance Computing
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 32(2), 330–341.
co-author countries:
United States of America 🇺🇸
author keywords: Tools; Optimization; Programming; Syntactics; Semantics; Guidelines; Natural language processing; Performance tools; natural language processing; code optimization
Sources: Web Of Science, ORCID
Added: September 28, 2020
2021 article
Brief Industry Paper: Towards Real-Time 3D Object Detection for Autonomous Vehicles with Pruning Search
2021 IEEE 27TH REAL-TIME AND EMBEDDED TECHNOLOGY AND APPLICATIONS SYMPOSIUM (RTAS 2021), pp. 425–428.
co-author countries:
United States of America 🇺🇸
author keywords: 3D object detection; real-time; point cloud
Sources: Web Of Science, ORCID
Added: November 29, 2021
2021 journal article
CoCoPIE: Enabling Real-Time AI on Off-the-Shelf Mobile Devices via Compression-Compilation Co-Design
COMMUNICATIONS OF THE ACM, 64(6), 62–68.
co-author countries:
United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: June 21, 2021
2021 journal article
Coarsening Optimization for Differentiable Programming
PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL, 5(OOPSLA).
co-author countries:
United States of America 🇺🇸
author keywords: differentiable programming; compiler; program optimizations; SSA; Calculus
Sources: ORCID, Web Of Science
Added: January 2, 2022
2021 article
G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression
2021 IEEE 37TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2021), pp. 1679–1690.
co-author countries:
Switzerland 🇨🇭 China 🇨🇳 United States of America 🇺🇸
author keywords: TADOC; GPU; parallelism; analytics on compressed data
Sources: Web Of Science, ORCID
Added: September 20, 2021
2021 article
HPC Ontology: Towards a Unified Ontology for Managing Training Datasets and AI Models for High-Performance Computing
PROCEEDINGS OF THE WORKSHOP ON MACHINE LEARNING IN HIGH PERFORMANCE COMPUTING ENVIRONMENTS (MLHPC 2021), pp. 69–80.
co-author countries:
United States of America 🇺🇸
author keywords: Ontology; HPC; FAIR; datasets; AI models
Sources: Web Of Science, ORCID
Added: March 21, 2022
2021 article
HPCFAIR: Enabling FAIR AI for HPC Applications
PROCEEDINGS OF THE WORKSHOP ON MACHINE LEARNING IN HIGH PERFORMANCE COMPUTING ENVIRONMENTS (MLHPC 2021), pp. 58–68.
co-author countries:
United States of America 🇺🇸
author keywords: HPC; FAIR; AI models; datasets; neural networks
Sources: Web Of Science, ORCID
Added: March 21, 2022
2021 article
Hardware-Based Address-Centric Acceleration of Key-Value Store
2021 27TH IEEE INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE (HPCA 2021), pp. 736–748.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: July 26, 2021
2021 article
Recurrent Neural Networks Meet Context-Free Grammar: Two Birds with One Stone
2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021), pp. 1078–1083.
co-author countries:
United States of America 🇺🇸
author keywords: recurrent neural networks; data compression; context free grammar; tokenization
Sources: Web Of Science, ORCID
Added: May 2, 2022
2021 journal article
Reuse-centric k-means configuration
INFORMATION SYSTEMS, 100.
co-author countries:
United States of America 🇺🇸
author keywords: K-means; Algorithm configuration; Computation reuse
Sources: Web Of Science, ORCID
Added: June 10, 2021
2021 article
Revisit the Scalability of Deep Auto-Regressive Models for Graph Generation
2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN).
co-author countries:
United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: January 10, 2022
2021 article
Seeds of SEED: New Security Challenges for Persistent Memory
2021 INTERNATIONAL SYMPOSIUM ON SECURE AND PRIVATE EXECUTION ENVIRONMENT DESIGN (SEED 2021), pp. 83–88.
co-author countries:
United States of America 🇺🇸
author keywords: Persistent memory objects; Security attacks; PMO vulnerability
Sources: Web Of Science, ORCID
Added: June 20, 2022
2021 journal article
Simpler Hyperparameter Optimization for Software Analytics: Why, How, When
IEEE Transactions on Software Engineering, 48(8), 1–1.
co-author countries:
United States of America 🇺🇸
author keywords: Software analytics; hyperparameter optimization; defect prediction; bad smell detection; issue close time; bug reports
Sources: ORCID, Web Of Science, Crossref
Added: June 12, 2021
2021 article
Supporting Legacy Libraries on Non-Volatile Memory: A User-Transparent Approach
2021 ACM/IEEE 48TH ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA 2021), pp. 443–455.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: October 26, 2021
2021 journal article
TADOC: Text analytics directly on compression
VLDB JOURNAL, 30(2), 163–188.
co-author countries:
Switzerland 🇨🇭 China 🇨🇳 United States of America 🇺🇸
author keywords: Text analytics; Document analytics; Compression; Sequitur
Sources: Web Of Science, ORCID
Added: October 5, 2020
2021 article
Toward Efficient Interactions between Python and Native Libraries
PROCEEDINGS OF THE 29TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE '21), pp. 1117–1128.
co-author countries:
Australia 🇦🇺 United States of America 🇺🇸
author keywords: Python; profiling; PMU; debug register
Sources: Web Of Science, ORCID
Added: March 7, 2022
2021 journal article
UDF to SQL Translation through Compositional Lazy Inductive Synthesis
PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL, 5(OOPSLA).
co-author countries:
United States of America 🇺🇸
author keywords: program synthesis; source-to-source compiler; query optimization
Sources: ORCID, Web Of Science
Added: January 2, 2022
2020 journal article
DIAC An Inter-app Conflicts Detector for Open IoT Systems
ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 19(6).
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: IoT; compiler; conflicts detection
Sources: Web Of Science, ORCID
Added: January 4, 2021
2020 conference paper
Enabling Efficient Random Access to Hierarchically-Compressed Data
2020 IEEE 36th International Conference on Data Engineering (ICDE), 1069–1080.
co-author countries:
Switzerland 🇨🇭 China 🇨🇳 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: January 4, 2021
2020 journal article
Enabling Runtime SpMV Format Selection through an Overhead Conscious Method
IEEE Transactions on Parallel and Distributed Systems, 31(1), 80–93.
co-author countries:
Canada 🇨🇦 United States of America 🇺🇸
author keywords: SpMV; high performance computing; program optimization; sparse matrix format; prediction model
Sources: Web Of Science, ORCID
Added: January 25, 2020
2020 article
GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU
PACT '20: PROCEEDINGS OF THE ACM INTERNATIONAL CONFERENCE ON PARALLEL ARCHITECTURES AND COMPILATION TECHNIQUES, pp. 43–54.
co-author countries:
China 🇨🇳 Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: Programming Framework; GPU; Optimizations
Sources: Web Of Science, ORCID
Added: December 13, 2021
2020 article
HARP: Holistic Analysis for Refactoring Python-Based Analytics Programs
2020 ACM/IEEE 42ND INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2020), pp. 506–517.
co-author countries:
Israel 🇮🇱 United States of America 🇺🇸
author keywords: machine learning program; computation graph; dynamic language; program analysis
Sources: Web Of Science, ORCID
Added: June 21, 2021
2020 article
Hardware-Based Domain Virtualization for Intra-Process Isolation of Persistent Memory Objects
2020 ACM/IEEE 47TH ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA 2020), pp. 680–692.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: Persistent Memory Objects; Memory Protection Keys; Intra-process Isolation
Sources: Web Of Science, ORCID
Added: March 8, 2021
2020 article
MERR: Improving Security of Persistent Memory Objects via Efficient Memory Exposure Reduction and Randomization
TWENTY-FIFTH INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS (ASPLOS XXV), pp. 987–1000.
co-author countries:
United States of America 🇺🇸
author keywords: persistent memory objects; memory exposure reduction; runtime randomization
Sources: Web Of Science, ORCID
Added: July 6, 2020
2020 article
Special Issue: Graph Computing
Jin, H., Shen, X., Lovas, R., & Liao, X. (2020, February 10). CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, Vol. 32.
co-author countries:
China 🇨🇳 Hungary 🇭🇺 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 19, 2019
2019 article
Adaptive Deep Reuse: Accelerating CNN Training on the Fly
2019 IEEE 35TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2019), pp. 1538–1549.
co-author countries:
United States of America 🇺🇸
author keywords: CNN; neuron vector; similarity; training; adaptive; deep reuse
Sources: Web Of Science, ORCID
Added: August 19, 2019
2019 conference paper
Deep reuse
Proceedings of the ACM International Conference on Supercomputing - ICS '19. Presented at the the ACM International Conference.
co-author countries:
United States of America 🇺🇸
Event: the ACM International Conference
author keywords: Deep neural networks; Program Optimizations; GPU
Sources: Crossref, ORCID
Added: January 25, 2020
2019 conference paper
HiWayLib
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS '19. Presented at the the Twenty-Fourth International Conference.
co-author countries:
China 🇨🇳 Korea (Republic of) 🇰🇷 United States of America 🇺🇸
Event: the Twenty-Fourth International Conference
author keywords: pipeline communication; CPU-GPU system; contention relief; end detection; lazy copy
Sources: Crossref, ORCID
Added: January 25, 2020
2019 journal article
How to "DODGE" Complex Software Analytics
IEEE Transactions on Software Engineering, 47(10), 1–1.
co-author countries:
United States of America 🇺🇸
author keywords: Tuning; Text mining; Software; Task analysis; Optimization; Software engineering; Tools; Software analytics; hyperparameter optimization; defect prediction; text mining
Sources: Web Of Science, ORCID, Crossref
Added: January 25, 2020
2019 conference paper
IA-graph based inter-app conflicts detection in open IoT systems
Proceedings of the 20th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems - LCTES 2019. Presented at the the 20th ACM SIGPLAN/SIGBED International Conference.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
Event: the 20th ACM SIGPLAN/SIGBED International Conference
Sources: Crossref, ORCID
Added: January 25, 2020
2019 conference paper
In-Place Zero-Space Memory Protection for CNN
In H. Wallach, H. Larochelle, A. Beygelzimer, F. d'Alché-Buc, E. Fox, & R. Garnett (Eds.), Advances in Neural Information Processing Systems Proceedings.
Ed(s): H. Wallach, H. Larochelle, A. Beygelzimer, F. d'Alché-Buc, E. Fox & R. Garnett
Source: NC State University Libraries
Added: January 25, 2020
2019 article
POSTER: GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU
PROCEEDINGS OF THE 24TH SYMPOSIUM ON PRINCIPLES AND PRACTICE OF PARALLEL PROGRAMMING (PPOPP '19), pp. 431–432.
co-author countries:
China 🇨🇳 Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: GPU; Pipelined Execution; Data Dependence
Sources: Web Of Science, ORCID
Added: December 11, 2020
2019 conference paper
Streamline Density Peak Clustering for Practical Adoptions
Proceedings of the 28th ACM International Conference on Information and Knowledge Management - CIKM '19. Presented at the the 28th ACM International Conference.
co-author countries:
United States of America 🇺🇸
Event: the 28th ACM International Conference
author keywords: density clustering; algorithm optimization; hyperparameter tuning
Sources: Crossref, ORCID
Added: January 25, 2020
2019 conference paper
Wootz: a compiler-based framework for fast CNN pruning via composability
Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation - PLDI 2019. Presented at the the 40th ACM SIGPLAN Conference.
co-author countries:
United States of America 🇺🇸
Event: the 40th ACM SIGPLAN Conference
author keywords: CNN; network pruning; compiler; composability
Sources: Crossref, ORCID
Added: January 25, 2020
2018 conference paper
Bridging the Gap between Deep Learning and Sparse Matrix Format Selection
ACM SIGPLAN NOTICES, 53(1), 94–108.
co-author countries:
United States of America 🇺🇸
Sources: NC State University Libraries, ORCID
Added: October 16, 2018
2018 article
Editorial for the Special Issue on In-Memory Computing
Shen, X., Lovas, R., & Liao, X. (2018, October). JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, Vol. 120, pp. 322–322.
co-author countries:
China 🇨🇳 Hungary 🇭🇺 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: October 19, 2018
2018 journal article
Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights
PROCEEDINGS OF THE VLDB ENDOWMENT, 11(11), 1522–1535.
co-author countries:
Switzerland 🇨🇭 China 🇨🇳 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: December 31, 2018
2018 conference paper
Exploring Flexible Communications for Streamlining DNN Ensemble Training Pipelines
SC18: International Conference for High Performance Computing, Networking, Storage and Analysis. Presented at the SC18: International Conference for High Performance Computing, Networking, Storage and Analysis.
co-author countries:
United States of America 🇺🇸
Event: SC18: International Conference for High Performance Computing, Networking, Storage and Analysis
Sources: Crossref, ORCID
Added: January 25, 2020
2018 article
FALCON: A Fast Drop-In Replacement of Citation KNN for Multiple Instance Learning
CIKM'18: PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, pp. 67–76.
co-author countries:
United States of America 🇺🇸
author keywords: Citation KNN; Triangle Inequality; Multiple-instance Learning
Sources: Web Of Science, ORCID
Added: February 4, 2019
2018 article
Footprint Modeling of Cache Associativity and Granularity
PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON MEMORY SYSTEMS (MEMSYS 2018), pp. 232–242.
co-author countries:
United States of America 🇺🇸
author keywords: Partial Footprint; Mapped Footprint; Dual-grained Footprint; Joint Modeling
Sources: Web Of Science, ORCID
Added: July 22, 2019
2018 report
Inter-Disciplinary Research Challenges in Computer Systems for the 2020s
National Science Foundation.
Source: NC State University Libraries
Added: June 17, 2022
2018 journal article
LCD: A Fast Contrastive Divergence Based Algorithm for Restricted Boltzmann Machine
NEURAL NETWORKS, 108, 399–410.
co-author countries:
United States of America 🇺🇸
author keywords: RBM; Contrastive Divergence; Acceleration
MeSH headings : Algorithms; Databases, Factual; Deep Learning / trends; Machine Learning / trends; Neural Networks, Computer; Time Factors
Sources: Web Of Science, ORCID
Added: December 3, 2018
2018 article
LEEM: Lean Elastic EM for Gaussian Mixture Model via Bounds-Based Filtering
2018 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), pp. 677–686.
co-author countries:
United States of America 🇺🇸
author keywords: Gaussian Mixture Model; Acceleration; Expectation Maximization; Elastic EM
Sources: Web Of Science, ORCID
Added: May 6, 2019
2018 article
Overhead-Conscious Format Selection for SpMV-Based Applications
2018 32ND IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM (IPDPS), pp. 950–959.
co-author countries:
Canada 🇨🇦 Spain 🇪🇸 United States of America 🇺🇸
author keywords: SpMV; High Performance Computing; Program Optimizations; Sparse Matrix Format; Prediction Model
Sources: Web Of Science, ORCID
Added: October 16, 2018
2018 journal article
Resolving the GPU responsiveness dilemma through program transformations
Frontiers of Computer Science, 12(3), 545–559.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: program transformation; GPU; integrated architecture; responsiveness
Sources: Crossref, ORCID
Added: January 25, 2020
2018 article
Rethinking Compilers in the Rise of Machine Learning and AI
CC'18: PROCEEDINGS OF THE 27TH INTERNATIONAL CONFERENCE ON COMPILER CONSTRUCTION, pp. 1–1.
co-author countries:
United States of America 🇺🇸
author keywords: Compilers; Machine Learning; AI; NLP; High-Level Program Optimizations
Sources: Web Of Science, ORCID
Added: February 25, 2019
2018 article
Reuse-Centric K-Means Configuration
2018 IEEE 34TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE), pp. 1224–1227.
co-author countries:
United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: November 11, 2019
2018 article
Taming the "Monster": Overcoming Program Optimization Challenges on SW26010 Through Precise Performance Modeling
2018 32ND IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM (IPDPS), pp. 763–773.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: October 16, 2018
2018 conference paper
Zwift
Proceedings of the 2018 International Conference on Supercomputing - ICS '18. Presented at the the 2018 International Conference.
co-author countries:
Switzerland 🇨🇭 China 🇨🇳 United States of America 🇺🇸
Event: the 2018 International Conference
author keywords: Compilers; Domain Specific Languages; Text Analytics
Sources: Crossref, ORCID
Added: January 25, 2020
2017 conference paper
An infrastructure for HPC knowledge sharing and reuse
ACM SIGPLAN Notices, 52(8), 461–462.
co-author countries:
United States of America 🇺🇸
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
2017 conference paper
Bridging the gap between memory performance and massive parallelism: The critical role of programming systems innovations (keynote)
ACM SIGPLAN Notices, 52(9), 1–1.
co-author countries:
United States of America 🇺🇸
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
2017 article
Co-Run Scheduling with Power Cap on Integrated CPU-GPU Systems
2017 31ST IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM (IPDPS), pp. 967–977.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018
2017 chapter
Data placement on GPUs
In Advances in GPU Research and Practice (pp. 105–123).
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: December 7, 2020
2017 conference paper
EffiSha: A software framework for enabling efficient preemptive scheduling of GPU
ACM SIGPLAN Notices, 52(8), 3–16.
co-author countries:
United States of America 🇺🇸
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
2017 conference paper
Efficient support of position independence on non-volatile memory
Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture - MICRO-50 '17. Presented at the the 50th Annual IEEE/ACM International Symposium.
co-author countries:
United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
Event: the 50th Annual IEEE/ACM International Symposium
author keywords: Compiler; Program Optimizations; Programming Languages; NVM
Sources: Crossref, ORCID
Added: January 25, 2020
2017 conference paper
Egeria
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis on - SC '17. Presented at the the International Conference for High Performance Computing, Networking, Storage and Analysis.
co-author countries:
United States of America 🇺🇸
Event: the International Conference for High Performance Computing, Networking, Storage and Analysis
author keywords: program optimization; high performance computing; natural language processing
Sources: Crossref, ORCID
Added: January 25, 2020
2017 journal article
GLORE: generalized loop redundancy elimination upon LER-notation
Proceedings of the ACM on Programming Languages, 1(OOPSLA), 1–28.
co-author countries:
United States of America 🇺🇸
author keywords: program optimization; loop redundancy elimination; operation minimization
Sources: Crossref, ORCID
Added: January 25, 2020
2017 conference paper
Generalizations of the theory and deployment of triangular inequality for compiler-based strength reduction
ACM SIGPLAN Notices, 52(6), 33–48.
co-author countries:
United States of America 🇺🇸
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
2017 article
LCD: A Fast Contrastive Divergence Based Algorithm for Restricted Boltzmann Machine
2017 17TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), pp. 1015–1020.
co-author countries:
United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018
2017 journal article
Optimizing Data Placement on GPU Memory: A Portable Approach
IEEE Transactions on Computers, 66(3), 473–487.
co-author countries:
United States of America 🇺🇸
author keywords: GPU; memory performance; cache; compiler; data placement; hardware specification language
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018
2017 chapter
Software-level task scheduling on GPUs
In Advances in GPU Research and Practice (pp. 83–103).
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: December 7, 2020
2017 article
Sweet KNN: An Efficient KNN on GPU through Reconciliation between Redundancy Removal and Regularity
2017 IEEE 33RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2017), pp. 621–632.
co-author countries:
United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018
2017 journal article
Understanding co-run performance on CPU-GPU integrated processors: observations, insights, directions
Frontiers of Computer Science, 11(1), 130–146.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: performance analysis; GPGPU; co-run degradation; fused processor; program transformation
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018
2017 conference paper
Versapipe
Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture - MICRO-50 '17. Presented at the the 50th Annual IEEE/ACM International Symposium.
co-author countries:
China 🇨🇳 Korea (Republic of) 🇰🇷 United States of America 🇺🇸
Event: the 50th Annual IEEE/ACM International Symposium
author keywords: GPU; Pipelined Computing
Sources: Crossref, ORCID
Added: January 25, 2020
2016 report
A Software Framework for Efficient Preemptive Scheduling on GPU
(Technical Report No. TR-2016-1). North Carolina State University.
Source: NC State University Libraries
Added: January 29, 2021
2016 conference paper
Coherence-Free Multiview
Proceedings of the 2016 International Conference on Supercomputing - ICS '16. Presented at the the 2016 International Conference.
co-author countries:
United States of America 🇺🇸
Event: the 2016 International Conference
Sources: Crossref, ORCID
Added: September 5, 2020
2016 journal article
Examining and Reducing the Influence of Sampling Errors on Feedback-Driven Optimizations
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 13(1).
co-author countries:
Canada 🇨🇦 United States of America 🇺🇸
author keywords: Compiler; Profiling; Feedback-Driven Optimization (FDO); Performance; Input Sensitivity; Performance; influence of sampling errors; feedback-driven optimization
Sources: Web Of Science, ORCID
Added: August 6, 2018
2016 report
LCD: A Fast Contrastive Divergence Based Training Algorithm for Restricted Boltzmann Machine”
(No. TR-2016-3). Raleigh, NC: North Carolina State University.
Source: NC State University Libraries
Added: February 20, 2021
2016 book
Languages and Compilers for Parallel Computing
In Lecture Notes in Computer Science.
Sources: Crossref, ORCID
Added: December 7, 2020
2016 article
OpenCL-based erasure coding on heterogeneous architectures
Chen, G., Zhou, H., Shen, X., Gahm, J., Venkat, N., Booth, S., & Marshall, J. (2016, July). 2016 IEEE 27th International Conference on Application-Specific Systems, Architectures and Processors (ASAP), Vol. 7, pp. 33–40.
co-author countries:
United States of America 🇺🇸
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
2016 conference paper
Towards Ontology-Based Program Analysis
In S. Krishnamurthi & B. S. Lerner (Eds.), 30th European Conference on Object-Oriented Programming (ECOOP 2016) (pp. 26:1–26:25). Dagstuhl, Germany: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik.
Ed(s): S. Krishnamurthi & B. Lerner
Source: NC State University Libraries
Added: January 29, 2021
2016 report
Towards Ontology-Based Program Analysis
(Technical Report No. TR-2016-5). North Carolina State University.
Source: NC State University Libraries
Added: June 17, 2022
2016 journal article
Tuning for software analytics: Is it really necessary?
Information and Software Technology, 76, 135–146.
co-author countries:
United States of America 🇺🇸
author keywords: Defect prediction; CART; Random forest; Differential evolution; Search-based software engineering
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018
2015 article
Autotuning Algorithmic Choice for Input Sensitivity
Ding, Y., Ansel, J., Veeramachaneni, K., Shen, X., O'Reilly, U.-M., & Amarasinghe, S. (2015, June). ACM SIGPLAN NOTICES, Vol. 50, pp. 379–390.
co-author countries:
United States of America 🇺🇸
author keywords: Algorithms; Languages; Performance; Petabricks; Autotuning; Algorithmic Optimization; Input Adaptive; Input Sensitivity; Two-level Input Learning
Sources: Web Of Science, ORCID
Added: August 6, 2018
2015 journal article
Enabling Portable Optimizations of Data Placement on GPU
IEEE Micro, 35(4), 16–24.
co-author countries:
United States of America 🇺🇸
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018
2015 conference paper
Enabling and Exploiting Flexible Task Assignment on GPU through SM-Centric Program Transformations
Proceedings of the 29th ACM on International Conference on Supercomputing - ICS '15. Presented at the the 29th ACM.
co-author countries:
United States of America 🇺🇸
Event: the 29th ACM
author keywords: GPGPU; Scheduling; Compiler Transformation; Data Affinity; Program Co-Run
Sources: Crossref, ORCID
Added: September 5, 2020
2015 conference paper
Free launch
Proceedings of the 48th International Symposium on Microarchitecture - MICRO-48. Presented at the the 48th International Symposium.
co-author countries:
United States of America 🇺🇸
Event: the 48th International Symposium
author keywords: GPU; Dynamic Parallelism; Optimization; Thread Reuse Compiler; Runtime Adaptation
Sources: Crossref, ORCID
Added: September 5, 2020
2015 article
On-the-Fly Principled Speculation for FSM Parallelization
Zhao, Z., & Shen, X. (2015, April). ACM SIGPLAN NOTICES, Vol. 50, pp. 619–630.
co-author countries:
United States of America 🇺🇸
author keywords: Languages; Performance; Finite State Machine; FSM; DFA; Speculative Parallelization; Multicore; Online Profiling
Sources: Web Of Science, ORCID
Added: August 6, 2018
2015 conference paper
TOP: A Framework for Enabling Algorithmic Optimizations for Distance-Related Problems
In C. Li & V. Markl (Eds.), 41st International Conference on Very Large Data Bases (VLDB 2015) : proceedings of the VLDB Endowment, volume 8, number 1-13, Kohala Coast, Hawaii, USA, 31 August-4 September 2015. Stanford, CA: VLDB Endowment.
Ed(s): C. Li & V. Markl
Event: 41st International Conference on Very Large Data Bases at Kohala Coast, Hawaii
Source: NC State University Libraries
Added: January 30, 2021
2015 report
TOP: A Framework for Enabling Algorithmic Optimizations for Distance-Related Problems”
(Technical Report No. TR-2015-3). North Carolina State University.
Source: NC State University Libraries
Added: January 30, 2021
2015 chapter
Understanding Co-run Degradations on Integrated Heterogeneous Processors
In Languages and Compilers for Parallel Computing (pp. 82–97).
co-author countries:
China 🇨🇳 United States of America 🇺🇸
author keywords: Heterogeneous architecture; Performance analysis; CPU and memory contention; Optimization; GPGPU
Source: Crossref
Added: September 4, 2020
2015 conference paper
Understanding co-run degradations on integrated heterogeneous processors
Languages and compilers for parallel computing (lcpc 2014), 8967, 82–97.
Source: NC State University Libraries
Added: August 6, 2018
2015 conference paper
Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup
Proceedings of the 32nd International Conference on Machine Learning, 37, 579–587. Lille, France.
Event: The 32nd International Conference on Machine Learning at Lille, France on July 6-11, 2015
Source: NC State University Libraries
Added: January 30, 2021
2015 report
Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup
(Technical Report No. TR-2015-2). North Carolina State University.
Source: NC State University Libraries
Added: January 30, 2021
2014 article
Call Sequence Prediction through Probabilistic Calling Automata
Zhao, Z., Wu, B., Zhou, M., Ding, Y., Sun, J., Shen, X., & Wu, Y. (2014, October). ACM SIGPLAN NOTICES, Vol. 49, pp. 745–762.
co-author countries:
United States of America 🇺🇸
author keywords: Languages; Performance; Function call; Call sequence prediction; Probabilistic calling automata; Dynamic optimizations; Just-in-time compilation; Parallel compilation
Sources: Web Of Science, ORCID
Added: August 6, 2018
2014 conference paper
Challenging the "embarrassingly sequential"
Proceedings of the 19th international conference on Architectural support for programming languages and operating systems - ASPLOS '14. Presented at the the 19th international conference.
co-author countries:
United States of America 🇺🇸
Event: the 19th international conference
author keywords: Languages; Performance; FSM; Speculative Parallelization; Lookback; DFA; Multicore; Partial Commit
Sources: Crossref, ORCID
Added: September 5, 2020
2014 conference paper
Finding the limit
Proceedings of the 19th international conference on Architectural support for programming languages and operating systems - ASPLOS '14. Presented at the the 19th international conference.
co-author countries:
United States of America 🇺🇸
Event: the 19th international conference
author keywords: Performance; JIT; Compilation Scheduling; Compilation Order; NP-completeness; Heuristic Algorithm; Runtime System
Sources: Crossref, ORCID
Added: September 5, 2020
2014 conference paper
Localization of concurrency bugs using shared memory access pairs
Proceedings of the 29th ACM/IEEE international conference on Automated software engineering - ASE '14. Presented at the the 29th ACM/IEEE international conference.
co-author countries:
China 🇨🇳 United States of America 🇺🇸
Event: the 29th ACM/IEEE international conference
Sources: Crossref, ORCID
Added: September 5, 2020
2014 article
PORPLE: An Extensible Optimizer for Portable Data Placement on GPU
2014 47TH ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO), pp. 88–100.
co-author countries:
United States of America 🇺🇸
author keywords: GPU; cache; compiler; data placement; hardware specification language
Sources: Web Of Science, ORCID
Added: August 6, 2018
2014 conference paper
SatScore
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing - UbiComp '14 Adjunct. Presented at the the 2014 ACM International Joint Conference.
co-author countries:
United States of America 🇺🇸
Event: the 2014 ACM International Joint Conference
author keywords: Smartphone; Launch responsiveness; User study; Measurement Pitfalls
Sources: Crossref, ORCID
Added: September 5, 2020
2014 journal article
Space-efficient multi-versioning for input-adaptive feedback-driven program optimizations
ACM SIGPLAN Notices, 49(10), 763–776.
co-author countries:
Canada 🇨🇦 United States of America 🇺🇸
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
2013 journal article
Complexity analysis and algorithm design for reorganizing data to minimize non-coalesced memory accesses on GPU
ACM SIGPLAN Notices, 48(8), 57.
co-author countries:
United States of America 🇺🇸
author keywords: Performance; Experimentation; GPGPU; Memory coalescing; Computational complexity; Thread-data remapping; Runtime optimizations; Data transformation
Sources: Crossref, ORCID
Added: December 7, 2020
2013 conference paper
Exploring Hybrid Memory for GPU Energy Efficiency through Software-Hardware Co-Design
Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques. Presented at the PACT, Edinburgh, Scotland.
co-author countries:
United States of America 🇺🇸
Event: PACT at Edinburgh, Scotland on September 7-11, 2013
Sources: ORCID, NC State University Libraries
Added: December 31, 2019
2013 chapter
Fine-Grained Treatment to Synchronizations in GPU-to-CPU Translation
In Languages and Compilers for Parallel Computing (pp. 171–184).
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 10, 2020
2013 journal article
HPar
ACM Transactions on Architecture and Code Optimization, 10(4), 1–25.
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 6, 2020
2013 chapter
Optimal Co-Scheduling to Minimize Makespan on Chip Multiprocessors
In Job Scheduling Strategies for Parallel Processing (pp. 114–133).
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 10, 2020
2013 article
Profmig: A framework for flexible migration of program profiles across software versions
Zhou, M., Wu, B., Ding, Y., & Shen, X. (2013, February). Proceedings of the 2013 IEEE/ACM International Symposium on Code Generation and Optimization (CGO).
co-author countries:
United States of America 🇺🇸
Source: ORCID
Added: December 31, 2019
2013 chapter
Simple Profile Rectifications Go a Long Way
In ECOOP 2013 – Object-Oriented Programming (pp. 654–678).
co-author countries:
Canada 🇨🇦 United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 5, 2020
2012 journal article
An Infrastructure for Tackling Input-Sensitivity of GPU Program Optimizations
International Journal of Parallel Programming, 41(6), 855–869.
co-author countries:
United States of America 🇺🇸
author keywords: GPU; Program Optimizations; Empirical Search; CUDA; G-ADAPT; Cross-input Adaptation
Sources: Crossref, ORCID
Added: December 7, 2020
2012 conference paper
Exploiting inter-sequence correlations for program behavior prediction
Proceedings of the ACM international conference on Object oriented programming systems languages and applications - OOPSLA '12. Presented at the the ACM international conference.
co-author countries:
Canada 🇨🇦 United States of America 🇺🇸
Event: the ACM international conference
Sources: Crossref, ORCID
Added: September 5, 2020
2012 conference paper
One stone two birds
Proceedings of the 26th ACM international conference on Supercomputing - ICS '12. Presented at the the 26th ACM international conference.
co-author countries:
United States of America 🇺🇸
Event: the 26th ACM international conference
Sources: Crossref, ORCID
Added: September 5, 2020
2012 journal article
The Significance of CMP Cache Sharing on Contemporary Multithreaded Applications
IEEE Transactions on Parallel and Distributed Systems, 23(2), 367–374.
co-author countries:
United States of America 🇺🇸
author keywords: Shared cache; thread scheduling; parallel program optimizations; chip multiprocessors
Sources: Crossref, ORCID
Added: September 6, 2020
2011 conference paper
A step towards transparent integration of input-consciousness into dynamic program optimizations
Proceedings of the 2011 ACM international conference on Object oriented programming systems languages and applications - OOPSLA '11. Presented at the the 2011 ACM international conference.
co-author countries:
United States of America 🇺🇸
Event: the 2011 ACM international conference
Sources: Crossref, ORCID
Added: September 5, 2020
2011 chapter
Array Regrouping on CMP with Non-uniform Cache Sharing
In Languages and Compilers for Parallel Computing (pp. 92–105).
co-author countries:
Canada 🇨🇦 United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 10, 2020
2011 conference paper
Correctly Treating Synchronizations in Compiling Fine-Grained SPMD-Threaded Programs for CPU
2011 International Conference on Parallel Architectures and Compilation Techniques. Presented at the 2011 International Conference on Parallel Architectures and Compilation Techniques (PACT).
co-author countries:
United States of America 🇺🇸
Event: 2011 International Conference on Parallel Architectures and Compilation Techniques (PACT)
Sources: Crossref, ORCID
Added: September 5, 2020
2011 conference paper
Enhancing Data Locality for Dynamic Simulations through Asynchronous Data Transformations and Adaptive Control
2011 International Conference on Parallel Architectures and Compilation Techniques. Presented at the 2011 International Conference on Parallel Architectures and Compilation Techniques (PACT).
co-author countries:
United States of America 🇺🇸
Event: 2011 International Conference on Parallel Architectures and Compilation Techniques (PACT)
Sources: Crossref, ORCID
Added: September 5, 2020
2011 conference paper
On-the-fly elimination of dynamic irregularities for GPU computing
Proceedings of the sixteenth international conference on Architectural support for programming languages and operating systems - ASPLOS '11. Presented at the the sixteenth international conference.
co-author countries:
United States of America 🇺🇸
Event: the sixteenth international conference
Sources: Crossref, ORCID
Added: September 5, 2020
2011 journal article
The Complexity of Optimal Job Co-Scheduling on Chip Multiprocessors and Heuristics-Based Solutions
IEEE Transactions on Parallel and Distributed Systems, 22(7), 1192–1205.
co-author countries:
United States of America 🇺🇸
author keywords: Co-scheduling; shared cache; CMP scheduling; cache contention; perfect matching; integer programming
Sources: Crossref, ORCID
Added: September 6, 2020
2010 conference paper
An input-centric paradigm for program dynamic optimizations
Proceedings of the ACM international conference on Object oriented programming systems languages and applications - OOPSLA '10. Presented at the the ACM international conference.
co-author countries:
United States of America 🇺🇸
Event: the ACM international conference
Sources: Crossref, ORCID
Added: September 5, 2020
2010 chapter
Combining Locality Analysis with Online Proactive Job Co-scheduling in Chip Multiprocessors
In High Performance Embedded Architectures and Compilers (pp. 201–215).
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 5, 2020
2010 conference paper
Does cache sharing on modern CMP matter to the performance of contemporary multithreaded programs?
Proceedings of the 15th ACM SIGPLAN symposium on Principles and practice of parallel programming - PPoPP '10. Presented at the the 15th ACM SIGPLAN symposium.
co-author countries:
United States of America 🇺🇸
Event: the 15th ACM SIGPLAN symposium
author keywords: Shared Cache; Thread Scheduling; Parallel Program Optimizations; Chip Multiprocessors
Sources: Crossref, ORCID
Added: September 5, 2020
2010 report
Experiences in Porting the Hubbard Model in Computational Materials Science to GPU
(Technical Report No. WM-CS-2010-04). Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: January 30, 2021
2010 conference paper
Exploiting statistical correlations for proactive prediction of program behaviors
Proceedings of the 8th annual IEEE/ ACM international symposium on Code generation and optimization - CGO '10. Presented at the the 8th annual IEEE/ ACM international symposium.
co-author countries:
Canada 🇨🇦 United States of America 🇺🇸
Event: the 8th annual IEEE/ ACM international symposium
Sources: Crossref, ORCID
Added: September 5, 2020
2010 report
Implementing the Dslash Operator in OpenCL
(Technical Report No. WM-CS-2010-03). Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: January 30, 2021
2010 chapter
Is Reuse Distance Applicable to Data Locality Analysis on Chip Multiprocessors?
In Lecture Notes in Computer Science (pp. 264–282).
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 5, 2020
2010 chapter
LU Decomposition on Cell Broadband Engine: An Empirical Study to Exploit Heterogeneous Chip Multiprocessors
In Lecture Notes in Computer Science (pp. 61–75).
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 5, 2020
2010 conference paper
Streamlining GPU applications on the fly
Proceedings of the 24th ACM International Conference on Supercomputing - ICS '10. Presented at the the 24th ACM International Conference.
co-author countries:
United States of America 🇺🇸
Event: the 24th ACM International Conference
Sources: Crossref, ORCID
Added: September 5, 2020
2009 report
A Systematic Measurement of the Influence of Non-Uniform Cache Sharing on the Performance of Modern Multithreaded Programs
(Technical Report No. WM-CS-2009-04). Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: January 30, 2021
2009 conference paper
A cross-input adaptive framework for GPU program optimizations
2009 IEEE International Symposium on Parallel & Distributed Processing. Presented at the Distributed Processing (IPDPS).
co-author countries:
United States of America 🇺🇸
Event: Distributed Processing (IPDPS)
Sources: Crossref, ORCID
Added: December 7, 2020
2009 conference paper
A study on optimally co-scheduling jobs of different lengths on chip multiprocessors
Proceedings of the 6th ACM conference on Computing frontiers - CF '09. Presented at the the 6th ACM conference.
co-author countries:
United States of America 🇺🇸
Event: the 6th ACM conference
Sources: Crossref, ORCID
Added: December 7, 2020
2009 report
Co-Run Locality Prediction for Proactive Shared-Cache Management
(Technical Report No. WM-CS-2009-03). Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: January 30, 2021
2009 conference paper
Cross-Input Learning and Discriminative Prediction in Evolvable Virtual Machines
2009 International Symposium on Code Generation and Optimization. Presented at the 2009 7th Annual IEEE/ACM International Symposium on Code Generation and Optimization (CGO).
co-author countries:
United States of America 🇺🇸
Event: 2009 7th Annual IEEE/ACM International Symposium on Code Generation and Optimization (CGO)
author keywords: Cross-Input Learning; Java Virtual Machine; Evolvable Computing; Adaptive Optimization; Input-Centric Optimization; Discriminative Prediction
Sources: Crossref, ORCID
Added: September 6, 2020
2009 conference paper
Influence of program inputs on the selection of garbage collectors
Proceedings of the 2009 ACM SIGPLAN/SIGOPS international conference on Virtual execution environments - VEE '09. Presented at the the 2009 ACM SIGPLAN/SIGOPS international conference.
co-author countries:
United States of America 🇺🇸
Event: the 2009 ACM SIGPLAN/SIGOPS international conference
Sources: Crossref, ORCID
Added: January 5, 2021
2009 report
Program Seminal Behaviors: Automating Input Characterization for Large-Scope Proactive Behavior Prediction
(Technical Report No. WM-CS-2009-07). Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: January 30, 2021
2009 journal article
Program locality analysis using reuse distance
ACM Transactions on Programming Languages and Systems, 31(6), 1–39.
co-author countries:
United States of America 🇺🇸
author keywords: Measurement; Languages; Algorithms; Program locality; reuse distance; stack distance; training-based analysis
Sources: Crossref, ORCID
Added: September 6, 2020
2009 report
Speculation with Little Wasting: Saving Cost in Software Speculation Through Transparent Learning
(No. WM-CS-2009-08). Williamsburg, VA: Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: February 20, 2021
2009 conference paper
Speculation with Little Wasting: Saving Cost in Software Speculation through Transparent Learning
2009 15th International Conference on Parallel and Distributed Systems. Presented at the 2009 15th International Conference on Parallel and Distributed Systems.
co-author countries:
United States of America 🇺🇸
Event: 2009 15th International Conference on Parallel and Distributed Systems
Sources: Crossref, ORCID
Added: September 6, 2020
2009 report
Streamlining GPU Applications On the Fly – Thread Divergence Elimination through Runtime Thread-Data Remapping
(No. WM-CS-2009-08). Williamsburg, VA: Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: February 20, 2021
2009 journal article
The study and handling of program inputs in the selection of garbage collectors
ACM SIGOPS Operating Systems Review, 43(3), 48.
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 6, 2020
2008 report
A Cross-Input Adaptive Framework for GPU Program Optimization
(No. WM-CS-2008-09). Williamsburg, VA: Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: February 20, 2021
2008 conference paper
Adaptive Software Speculation for Enhancing the Cost-Efficiency of Behavior-Oriented Parallelization
2008 37th International Conference on Parallel Processing. Presented at the 2008 37th International Conference on Parallel Processing (ICPP).
co-author countries:
United States of America 🇺🇸
Event: 2008 37th International Conference on Parallel Processing (ICPP)
Sources: Crossref, ORCID
Added: January 5, 2021
2008 article
Adaptive speculation in behavior-oriented parallelization
Jiang, Y., & Shen, X. (2008, April). 2008 IEEE International Symposium on Parallel and Distributed Processing.
co-author countries:
United States of America 🇺🇸
Source: ORCID
Added: December 31, 2019
2008 conference paper
Analysis and approximation of optimal co-scheduling on chip multiprocessors
Proceedings of the 17th international conference on Parallel architectures and compilation techniques - PACT '08. Presented at the the 17th international conference.
co-author countries:
United States of America 🇺🇸
Event: the 17th international conference
author keywords: co-scheduling; CMP scheduling; cache contention; perfect matching
Sources: Crossref, ORCID
Added: January 5, 2021
2008 report
Cross-Input Learning and Discriminative Prediction in Evolvable Virtual Machines
(No. WM-CS-2008-06). Williamsburg, VA: Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: February 20, 2021
2008 chapter
Exploration of the Influence of Program Inputs on CMP Co-scheduling
In Lecture Notes in Computer Science (pp. 263–273).
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 6, 2020
2008 report
LU Decomposition on Cell Broadband Engine
(Technical Report No. WM-CS-2008-08). Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: January 30, 2021
2008 chapter
Scalable Implementation of Efficient Locality Approximation
In Languages and Compilers for Parallel Computing (pp. 202–216).
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 10, 2020
2007 report
A Hybrid Framework Bridging Locality Analysis and Cache-Aware Scheduling for CMPs
(Technical Report No. WM-CS-2007-01). Computer Science Dept., The College of William and Mary.
Source: NC State University Libraries
Added: January 30, 2021
2007 report
CAPS: Contention-Aware Proactive Scheduling for CMPs
(Technical Report No. WM-CS-2007-09). Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: January 30, 2021
2007 conference paper
Locality approximation using time
Proceedings of the 34th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages - POPL '07. Presented at the the 34th annual ACM SIGPLAN-SIGACT symposium.
co-author countries:
United States of America 🇺🇸
Event: the 34th annual ACM SIGPLAN-SIGACT symposium
Sources: Crossref, ORCID
Added: September 6, 2020
2007 journal article
Miss Rate Prediction Across Program Inputs and Cache Configurations
IEEE Transactions on Computers, 56(3), 328–343.
co-author countries:
Switzerland 🇨🇭 United States of America 🇺🇸
author keywords: cache memories; modeling techniques; performance analysis and design aids; compilers; optimization
Sources: Crossref, ORCID
Added: September 6, 2020
2007 report
Modeling Relations Between Inputs and Dynamic Behavior for General Programs
(No. WM-CS-2007-07). Williamsburg, VA: Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: February 20, 2021
2007 journal article
Predicting locality phases for dynamic memory optimization
Journal of Parallel and Distributed Computing, 67(7), 783–796.
co-author countries:
United States of America 🇺🇸
author keywords: program phase prediction; phase hierarchy; locality analysis and optimization; reconfigurable architecture; dynamic optimization
Sources: Crossref, ORCID
Added: September 6, 2020
2007 conference paper
Software behavior oriented parallelization
Proceedings of the 2007 ACM SIGPLAN conference on Programming language design and implementation - PLDI '07. Presented at the the 2007 ACM SIGPLAN conference.
co-author countries:
United States of America 🇺🇸
Event: the 2007 ACM SIGPLAN conference
author keywords: speculative parallelization; program behavior
Sources: Crossref, ORCID
Added: September 6, 2020
2007 report
Study of the Effects of Program Inputs on Co-Scheduling
(Technical Report No. WM-CS-2007-13). Computer Science Department, The College of William and Mary.
Source: NC State University Libraries
Added: January 30, 2021
2006 report
A Key-Based Adaptive Transactional Memory Executor
(No. TR909). Rochester, NY: Computer Science Dept., University of Rochester.
Source: NC State University Libraries
Added: February 20, 2021
2006 report
Accurate Approximation of Locality from Time Distance Histograms
(Technical Report No. TR902). Computer Science Dept., University of Rochester.
Source: NC State University Libraries
Added: January 30, 2021
2006 report
Behavior-Oriented Parallelization
(Technical Report No. TR904). Computer Science Dept., University of Rochester.
Source: NC State University Libraries
Added: January 30, 2021
2006 report
Locality Approximation Using Time
(Technical Report No. TR901). Computer Science Dept., University of Rochester.
Source: NC State University Libraries
Added: January 30, 2021
2006 conference paper
Program-level adaptive memory management
Proceedings of the 2006 international symposium on Memory management - ISMM '06. Presented at the the 2006 international symposium.
co-author countries:
United States of America 🇺🇸
Event: the 2006 international symposium
Sources: Crossref, ORCID
Added: September 6, 2020
2006 report
Waste Not, Want Not: Adaptive Garbage Collection in a Shared Environment
(Technical Report No. TR908). Computer Science Dept., University of Rochester.
Source: NC State University Libraries
Added: January 30, 2021
2005 conference paper
Gated memory control for memory monitoring, leak detection and garbage collection
Proceedings of the 2005 workshop on Memory system performance - MSP '05. Presented at the the 2005 workshop.
co-author countries:
United States of America 🇺🇸
Event: the 2005 workshop
Sources: Crossref, ORCID
Added: September 6, 2020
2005 conference paper
Lightweight reference affinity analysis
Proceedings of the 19th annual international conference on Supercomputing - ICS '05. Presented at the the 19th annual international conference.
co-author countries:
Canada 🇨🇦 United States of America 🇺🇸
Event: the 19th annual international conference
Sources: Crossref, ORCID
Added: September 6, 2020
2005 report
Parallelization of Utility Programs Based on Behavior Phase Analysis
(No. TR876). Rochester, NY: Computer Science Dept., University of Rochester.
Source: NC State University Libraries
Added: February 20, 2021
2005 chapter
Phase-Based Miss Rate Prediction Across Program Inputs
In Lecture Notes in Computer Science (pp. 42–55).
co-author countries:
France 🇫🇷 United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 10, 2020
2004 chapter
A Hierarchical Model of Reference Affinity
In Languages and Compilers for Parallel Computing (pp. 48–63).
co-author countries:
United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 10, 2020
2004 conference paper
Adaptive data partition for sorting using probability distribution
International Conference on Parallel Processing, 2004. ICPP 2004. Presented at the International Conference on Parallel Processing, 2004. ICPP 2004.
co-author countries:
United States of America 🇺🇸
Event: International Conference on Parallel Processing, 2004. ICPP 2004.
Sources: Crossref, ORCID
Added: September 5, 2020
2004 conference paper
Array regrouping and structure splitting using whole-program reference affinity
Proceedings of the ACM SIGPLAN 2004 conference on Programming language design and implementation - PLDI '04, 255.
co-author countries:
United States of America 🇺🇸
Event: the ACM SIGPLAN 2004 conference
Sources: Crossref, ORCID
Added: September 5, 2020
2004 report
Characterizing Phases in Service-Oriented Applications
(Technical Report No. TR848). Computer Science Dept., University of Rochester.
Source: NC State University Libraries
Added: January 30, 2021
2004 journal article
Learning multi-label scene classification
Pattern Recognition, 37(9), 1757–1771.
co-author countries:
United States of America 🇺🇸
author keywords: image understanding; semantic scene classification; multi-label classification; multi-label training; multi-label evaluation; image organization; cross-training; Jaccard similarity
Sources: Crossref, ORCID
Added: September 6, 2020
2004 conference paper
Locality phase prediction
Proceedings of the 11th international conference on Architectural support for programming languages and operating systems - ASPLOS-XI. Presented at the the 11th international conference.
co-author countries:
United States of America 🇺🇸
Event: the 11th international conference
Sources: Crossref, ORCID
Added: September 5, 2020
2004 conference paper
Multi-label Machine Learning and Its Application to Semantic Scene Classification
Proceedings of Storage and Retrieval Methods and Applications for Multimedia 2004, 5307, 188–199.
co-author countries:
United States of America 🇺🇸
Event: IS&T/SPIE’s Sixteenth Annual Symposium on Electronic Imaging at San Jose, CA
Sources: NC State University Libraries, ORCID
Added: February 6, 2021
2003 report
Adaptive Data Partitioning using Probability Distribution
(Technical Report No. TR823). Computer Science Dept., University of Rochester.
Source: NC State University Libraries
Added: January 30, 2021
2003 report
Multi-label Semantic Scene Classification
(Technical Report No. TR813). Dept. of Computer Science, University of Rochester.
Source: NC State University Libraries
Added: January 30, 2021
2003 report
Predicting Hierarchical Phases in Program Data Behavior
(Technical Report No. TR824). Computer Science Dept., University of Rochester.
Source: NC State University Libraries
Added: January 30, 2021
2003 conference paper
Regression-Based Multi-Model Prediction of Data Reuse Signature
Proceedings of the Fourth Annual Symposium of the Los Alamos Computer Science Institute, 243–251. Sante Fe, New Mexico, USA: Alamos Computer Science Institute.
Event: Symposium of the Los Alamos Computer Science Institute at Santa Fe, NM
Source: NC State University Libraries
Added: February 6, 2021
2002 report
The Medication Advisor Project: Preliminary Report
(Technical Report No. 776). Dept. of Computer Science, University of Rochester.
Source: NC State University Libraries
Added: January 30, 2021
2001 conference paper
Study and Auto-Detection of Stress Based on Tonal Pitch Range in Mandarin
Proceedings of Seventh European Conference on Speech Communication and Technology, 123–126. Aalborg, Denmark.
Event: Conference on Speech Communication and Technology at Aalborg, Denmark
Source: NC State University Libraries
Added: February 6, 2021
2001 conference paper
The Study Of The Effect Of Training Set On Statistical Language Modeling
Proceedings of Seventh European Conference on Speech Communication and Technology, 721–724. Aalborg, Denmark.
Event: Conference on Speech Communication and Technology at Aalborg, Denmark
Source: NC State University Libraries
Added: February 6, 2021
2000 conference paper
A CART-Based Hierarchical Stochastic Model for Prosodic Phrasing in Chinese
Proceedings of International Symposium on Chinese Spoken Language Processing 2000, 105–108. Beijing, China.
Event: International Symposium on Chinese Spoken Language Processing at Beijing, China
Source: NC State University Libraries
Added: February 6, 2021
