Yong Chen

Scholarly Research

Scholarly Research per year 2003 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 223 Paper
• 146 Conference contribution
• 126 Article
• 22 Other contribution
• 20 More
  • 17 Editorial
  • 2 Conference article
  • 1 Chapter

Scholarly Research per year

Scholarly Research per year

Search results

• 2023

  Analyzing Resource Utilization in an HPC System: A Case Study of NERSC’s Perlmutter

  Li, J., Michelogiannakis, G., Cook, B., Cooray, D. & Chen, Y., 2023, High Performance Computing - 38th International Conference, ISC High Performance 2023, Proceedings. Bhatele, A., Hammond, J., Baboulin, M. & Kruse, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 297-316 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13948 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Resources 100%
  • Graphics processing unit 99%
  • Resource Allocation 55%
  • Workload 55%
  • Program processors 54%
  2 Scopus citations

• Effective Management of Time Series Data

  Caon, C. E., Li, J. & Chen, Y., 2023, Proceedings - 2023 IEEE 16th International Conference on Cloud Computing, CLOUD 2023. Ardagna, C., Atukorala, N., Beckman, P., Chang, C. K., Chang, R. N., Evangelinos, C., Fan, J., Fox, G. C., Fox, J., Hagleitner, C., Jin, Z., Kosar, T. & Parashar, M. (eds.). IEEE Computer Society, p. 408-414 7 p. (IEEE International Conference on Cloud Computing, CLOUD; vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Cloud computing 50%
  • Quality of service 45%
  • Monitoring 32%

• Exploring Challenges Associated with Employing SmartNICs as General-Purpose HPC Accelerators

  Williams, B., Chen, Y., Poole, W. & Poole, S., 2023, 2023 IEEE High Performance Extreme Computing Conference, HPEC 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE High Performance Extreme Computing Conference, HPEC 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Accelerator 100%
  • Particle accelerators 73%
  • Hardware/software Co-design 51%
  • System Architecture 41%
  • High Performance Computing 37%

• Performance-Aware Energy-Efficient GPU Frequency Selection using DNN-based Models

  Ali, G., Side, M., Bhalachandra, S., Wright, N. J. & Chen, Y., Aug 7 2023, 52nd International Conference on Parallel Processing, ICPP 2023 - Main Conference Proceedings. Association for Computing Machinery, p. 433-442 10 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Deep neural networks 100%
  • Graphics processing unit 95%
  • Particle accelerators 20%
  • Sustainable development 18%
  • Energy conservation 16%
  2 Scopus citations

• PSQS: Parallel Semantic Querying Service for Self-describing File Formats

  Niu, C., Zhang, W., Byna, S. & Chen, Y., 2023, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J. C-W. & Agrawal, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 536-541 6 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Metadata 100%
  • Semantic Search 86%
  • Query 57%
  • Key Words 55%
  • Semantics 52%

• Spiro: Order-Preserving Visualization in High Performance Computing Monitoring

  Dang, T., Nguyen, N. V. T., Li, J., Sill, A. & Chen, Y., 2023, Advances in Visual Computing - 18th International Symposium, ISVC 2023, Proceedings. Bebis, G., Ghiasi, G., Fang, Y., Sharf, A., Dong, Y., Weaver, C., Leo, Z., LaViola Jr., J. J. & Kohli, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 109-120 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14361).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • High Performance Computing 100%
  • Visualization 70%
  • Monitoring 65%
  • Computing 40%
  • Performance 38%

• Towards xBGAS on CHERI: Supporting a Secure Global Memory

  Side, M., Williams, B., Leidel, J., Woodruff, J., Moore, S. W. & Chen, Y., 2023, 2023 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2023. Institute of Electrical and Electronics Engineers Inc., p. 578-581 4 p. (2023 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reduced instruction set computing 100%
  • Data storage equipment 48%
  • Computer hardware 46%
  • Computer systems 10%
  • Simulators 8%

• Workload Failure Prediction for Data Centers

  Li, J., Wang, R., Ali, G., Dang, T., Sill, A. & Chen, Y., 2023, Proceedings - 2023 IEEE 16th International Conference on Cloud Computing, CLOUD 2023. Ardagna, C., Atukorala, N., Beckman, P., Chang, C. K., Chang, R. N., Evangelinos, C., Fan, J., Fox, G. C., Fox, J., Hagleitner, C., Jin, Z., Kosar, T. & Parashar, M. (eds.). IEEE Computer Society, p. 479-485 7 p. (IEEE International Conference on Cloud Computing, CLOUD; vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Program processors 100%
  • Machine learning 86%
  • Set theory 75%
  • Data storage equipment 71%
• 2022

  A Graph Convolution Neural Network Based Method for Insider Threat Detection

  Fei, K., Zhou, J., Su, L., Wang, W., Chen, Y. & Zhang, F., 2022, Proceedings - 20th IEEE International Symposium on Parallel and Distributed Processing with Applications, 12th IEEE International Conference on Big Data and Cloud Computing, 12th IEEE International Conference on Sustainable Computing and Communications and 15th IEEE International Conference on Social Computing and Networking, ISPA/BDCloud/SocialCom/SustainCom 2022. Institute of Electrical and Electronics Engineers Inc., p. 66-73 8 p. (Proceedings - 20th IEEE International Symposium on Parallel and Distributed Processing with Applications, 12th IEEE International Conference on Big Data and Cloud Computing, 12th IEEE International Conference on Sustainable Computing and Communications and 15th IEEE International Conference on Social Computing and Networking, ISPA/BDCloud/SocialCom/SustainCom 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolution 100%
  • Neural Networks 85%
  • neural network 84%
  • Insider 71%
  • Graph 67%
  1 Scopus citations

• Automating CPU Dynamic Thermal Control for High Performance Computing

  Ali, G., Wofford, L., Turner, C. & Chen, Y., 2022, Proceedings - 22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2022. Fazio, M., Panda, D. K., Prodan, R., Cardellini, V., Kantarci, B., Rana, O. & Villari, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 514-523 10 p. (Proceedings - 22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Temperature 100%
  • High Performance 88%
  • Program processors 78%
  • Hot Temperature 44%
  • Cooling 21%
  2 Scopus citations

• CircusTent: A Tool for Measuring the Performance of Atomic Memory Operations on Emerging Architectures

  Williams, B., Leidel, J. D., Wang, X., Donofrio, D. & Chen, Y., 2022, OpenSHMEM and Related Technologies. OpenSHMEM in the Era of Exascale and Smart Networks - 8th Workshop on OpenSHMEM and Related Technologies, OpenSHMEM 2021, Revised Selected Papers. Poole, S., Hernandez, O., Baker, M. & Curtis, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 92-110 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13159 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • System Performance 100%
  • Memory Hierarchy 89%
  • System Architecture 85%
  • Architecture 82%
  • Programming Model 58%

• JobViewer: Graph-based Visualization for Monitoring High-Performance Computing System

  Dang, T., Nguyen, N. V. T., Li, J., Sill, A., Hass, J. & Chen, Y., 2022, Proceedings - 2022 IEEE/ACM 9th International Conference on Big Data Computing, Applications and Technologies, BDCAT 2022. Institute of Electrical and Electronics Engineers Inc., p. 110-119 10 p. (Proceedings - 2022 IEEE/ACM 9th International Conference on Big Data Computing, Applications and Technologies, BDCAT 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Visualization 100%
  • High Performance 89%
  • Graph 89%
  • Monitoring 68%
  • Cluster computing 40%

• Kv2vec: A Distributed Representation Method for Key-value Pairs from Metadata Attributes

  Niu, C., Zhang, W., Byna, S. & Chen, Y., 2022, 2022 IEEE High Performance Extreme Computing Conference, HPEC 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE High Performance Extreme Computing Conference, HPEC 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Metadata 100%
  • Attribute 57%
  • Long short-term memory 23%
  • Recurrent neural networks 20%
  • Memory Term 13%
  1 Scopus citations

• On the Reproducibility of Bugs in File-System Aware Storage Applications

  Zhang, D., Mahmud, T., Gatla, O. R., Han, R. Z., Chen, Y. & Zheng, M., 2022, 2022 IEEE International Conference on Networking, Architecture and Storage, NAS 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE International Conference on Networking, Architecture and Storage, NAS 2022 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  1 Scopus citations

• Optimal GPU Frequency Selection using Multi-Objective Approaches for HPC Systems

  Ali, G., Bhalachandra, S., Wright, N. J., Side, M. & Chen, Y., 2022, 2022 IEEE High Performance Extreme Computing Conference, HPEC 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE High Performance Extreme Computing Conference, HPEC 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • High Performance Computing 100%
  • Graphics processing unit 60%
  • Power Consumption 52%
  • Workload 41%
  • Degradation 39%
  3 Scopus citations

• RaiderSTREAM: Adapting the STREAM Benchmark to Modern HPC Systems

  Beebe, M., Williams, B., Devaney, S., Leidel, J., Chen, Y. & Poole, S., 2022, 2022 IEEE High Performance Extreme Computing Conference, HPEC 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE High Performance Extreme Computing Conference, HPEC 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • High Performance Computing 100%
  • Benchmark 63%
  • Data storage equipment 39%
  • Memory Hierarchy 32%
  • Bandwidth 28%

• Redfish-Nagios: A Scalable Out-of-Band Data Center Monitoring Framework Based on Redfish Telemetry Model

  Ali, G., Hass, J., Sill, A., Hojati, E., Dang, T. & Chen, Y., Jun 30 2022, SNTA 2022 - Proceedings of the 5th International Workshop on Systems and Network Telemetry and Analytics, co-located with HPDC 2022. Association for Computing Machinery, Inc, p. 3-11 9 p. (SNTA 2022 - Proceedings of the 5th International Workshop on Systems and Network Telemetry and Analytics, co-located with HPDC 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Telemetry 100%
  • Data Center 97%
  • Telemetering 63%
  • Monitoring 60%
  • High Performance Computing 27%
  4 Scopus citations
• 2021

  DMM-GAPBS: Adapting the GAP Benchmark Suite to a Distributed Memory Model

  Hansen, Z., Williams, B., Leidel, J. D., Wang, X. & Chen, Y., 2021, 2021 IEEE High Performance Extreme Computing Conference, HPEC 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE High Performance Extreme Computing Conference, HPEC 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Memory Model 95%
  • Benchmark 66%
  • Data storage equipment 41%
  • Graph in graph theory 31%
  • Servers 19%

• ECCH: Erasure Coded Consistent Hashing for Distributed Storage Systems

  Xiong, Y., Zhou, J., Su, L., Wang, W. & Chen, Y., 2021, 19th IEEE International Symposium on Parallel and Distributed Processing with Applications, 11th IEEE International Conference on Big Data and Cloud Computing, 14th IEEE International Conference on Social Computing and Networking and 11th IEEE International Conference on Sustainable Computing and Communications, ISPA/BDCloud/SocialCom/SustainCom 2021. Institute of Electrical and Electronics Engineers Inc., p. 177-184 8 p. (19th IEEE International Symposium on Parallel and Distributed Processing with Applications, 11th IEEE International Conference on Big Data and Cloud Computing, 14th IEEE International Conference on Social Computing and Networking and 11th IEEE International Conference on Sustainable Computing and Communications, ISPA/BDCloud/SocialCom/SustainCom 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fault tolerance 100%
  • Node 72%
  • Recovery 68%
  • Fault Tolerance 41%
  • Space Utilization 40%
  1 Scopus citations

• Exploiting user activeness for data retention in hpc systems

  Zhang, W., Byna, S., Sim, H., Lee, S., Vazhkudai, S. & Chen, Y., Nov 14 2021, Proceedings of SC 2021: The International Conference for High Performance Computing, Networking, Storage and Analysis: Science and Beyond. IEEE Computer Society, (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Supercomputers 100%
  2 Scopus citations

• Hashing Based Data Distribution in Heterogeneous Storage

  Zhou, J., Su, L., Wang, W. & Chen, Y., 2021, 19th IEEE International Symposium on Parallel and Distributed Processing with Applications, 11th IEEE International Conference on Big Data and Cloud Computing, 14th IEEE International Conference on Social Computing and Networking and 11th IEEE International Conference on Sustainable Computing and Communications, ISPA/BDCloud/SocialCom/SustainCom 2021. Institute of Electrical and Electronics Engineers Inc., p. 652-659 8 p. (19th IEEE International Symposium on Parallel and Distributed Processing with Applications, 11th IEEE International Conference on Big Data and Cloud Computing, 14th IEEE International Conference on Social Computing and Networking and 11th IEEE International Conference on Sustainable Computing and Communications, ISPA/BDCloud/SocialCom/SustainCom 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Node 100%
  • Cloud computing 57%
  • Scalability 52%
  • Data Center 35%
  • Cloud Computing 28%
  1 Scopus citations

• XBGAS: A global address space extension on RISC-V for high performance computing

  Wang, X., Leidel, J. D., Williams, B., Ehret, A., Mark, M., Kinsy, M. A. & Chen, Y., May 2021, Proceedings - 2021 IEEE 35th International Parallel and Distributed Processing Symposium, IPDPS 2021. Institute of Electrical and Electronics Engineers Inc., p. 454-463 10 p. 9460481. (Proceedings - 2021 IEEE 35th International Parallel and Distributed Processing Symposium, IPDPS 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reduced instruction set computing 100%
  • Data storage equipment 48%
  • Computer hardware 46%
  • Communication 40%
  8 Scopus citations
• 2020

  CircusTent: A Benchmark Suite for Atomic Memory Operations

  Williams, B., Leidel, J., Wang, X., Donofrio, D. & Chen, Y., Sep 28 2020, MEMSYS 2020 - Proceedings of the International Symposium on Memory Systems. Association for Computing Machinery, p. 144-157 14 p. 3422789. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Data storage equipment 100%
  • Memory architecture 67%
  • Computer architecture 65%
  • Scalability 44%
  • Synchronization 43%
  4 Scopus citations

• Data Centers Job Scheduling with Deep Reinforcement Learning

  Liang, S., Yang, Z., Jin, F. & Chen, Y., 2020, Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Proceedings. Lauw, H. W., Lim, E-P., Wong, R. C-W., Ntoulas, A., Ng, S-K. & Pan, S. J. (eds.). Springer, p. 906-917 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12085 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Data Center 100%
  • Reinforcement Learning 91%
  • Job Scheduling 84%
  • Reinforcement learning 60%
  • Actors 56%
  19 Scopus citations

• PAC: Paged Adaptive Coalescer for 3D-Stacked Memory

  Wang, X., Leidel, J. D., Williams, B. & Chen, Y., Jun 23 2020, HPDC 2020 - Proceedings of the 29th International Symposium on High-Performance Parallel and Distributed Computing. Association for Computing Machinery, Inc, p. 137-148 12 p. (HPDC 2020 - Proceedings of the 29th International Symposium on High-Performance Parallel and Distributed Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data storage equipment 100%
  • Bandwidth 50%
  • Regular hexahedron 30%
  • Power Consumption 26%
  • Methodology 24%

• RadarViewer: Visualizing the dynamics of multivariate data

  Nguyen, N., Hass, J., Chen, Y., Li, J., Sill, A. & Dang, T., Jul 26 2020, PEARC 2020 - Practice and Experience in Advanced Research Computing 2020: Catch the Wave. Association for Computing Machinery, p. 555-556 2 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  3 Scopus citations

• Redfish Green500 Benchmarker (RGB): Towards Automation of the Green500 Process for Data Centers

  Hojati, E., Hass, J., Sill, A. & Chen, Y., Apr 1 2020, Proceedings of the 2020 IEEE Green Technologies Conference, GreenTech 2020. Tiako, P. F., Scolli, R. & Jobe, T. (eds.). IEEE Computer Society, p. 47-52 6 p. 9289729. (IEEE Green Technologies Conference; vol. 2020-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • data center 100%
  • automation 85%
  • benchmarking 66%
  • Automation 64%
  • Molecular Cluster 54%
  3 Scopus citations

• Remote Atomic Extension (RAE) for scalable high performance computing

  Wang, X., Williams, B., Leidel, J. D., Ehret, A., Kinsy, M. & Chen, Y., Jul 2020, 2020 57th ACM/IEEE Design Automation Conference, DAC 2020. Institute of Electrical and Electronics Engineers Inc., 9218589. (Proceedings - Design Automation Conference; vol. 2020-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • High Performance Computing 100%
  • Natural sciences computing 41%
  • Architecture 40%
  • Reduced instruction set computing 40%
  • Network-on-chip 36%
  5 Scopus citations
• 2019

  Collective communication for the RISC-V xBGAS ISA extension

  Williams, B., Wang, X., Leidel, J. D. & Chen, Y., Aug 5 2019, 48th International Conference on Parallel Processing, ICPP 2019 - Workshop Proceedings. Association for Computing Machinery, (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reduced instruction set computing 100%
  • Parallel programming 94%
  • Communication 40%
  • Application programming interfaces (API) 37%
  • Scalability 32%
  2 Scopus citations

• Exploring Metadata Search Essentials for Scientific Data Management

  Zhang, W., Byna, S., Niu, C. & Chen, Y., Dec 2019, Proceedings - 26th IEEE International Conference on High Performance Computing, HiPC 2019. Institute of Electrical and Electronics Engineers Inc., p. 83-92 10 p. 8990452. (Proceedings - 26th IEEE International Conference on High Performance Computing, HiPC 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Management 100%
  • Metadata 77%
  • Information management 55%
  • Data Structures 42%
  • Data structures 27%
  10 Scopus citations

• Interference-Aware I/O scheduling for data-intensive applications on hierarchical HPC storage systems

  Liang, W., Chen, Y. & An, H., Aug 2019, Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019. Xiao, Z., Yang, L. T., Balaji, P., Li, T., Li, K. & Zomaya, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 654-661 8 p. 8855655. (Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Interference 100%
  • Scheduling 70%
  • Performance 34%
  • Data Management 34%
  • Buffer 21%
  5 Scopus citations

• MAC: Memory access coalescer for 3D-stacked memory

  Wang, X., Tumeo, A., Leidel, J. D., Li, J. & Chen, Y., Aug 5 2019, Proceedings of the 48th International Conference on Parallel Processing, ICPP 2019. Association for Computing Machinery, a2. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data storage equipment 100%
  • Bandwidth 22%
  • Reduced instruction set computing 14%
  • Interfaces (computer) 11%
  • Data mining 9%
  5 Scopus citations

• MIQS: Metadata indexing and querying service for self-describing file formats

  Zhang, W., Byna, S., Tang, H., Williams, B. & Chen, Y., Nov 17 2019, Proceedings of SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, a5. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Metadata 100%
  • Data storage equipment 24%
  • Information management 18%
  12 Scopus citations

• MTSAD: Multivariate Time Series Abnormality Detection and Visualization

  Pham, V., Nguyen, N., Li, J., Hass, J., Chen, Y. & Dang, T., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3267-3276 10 p. 9006559. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Outliers 100%
  • Multivariate Time Series 95%
  • Visualization 78%
  • Prototype 71%
  • Overtime 42%
  15 Scopus citations

• PIMS: A lightweight processing-in-memory accelerator for stencil computations

  Li, J., Wang, X., Tumeo, A., Williams, B., Leidel, J. D. & Chen, Y., Sep 30 2019, MEMSYS 2019 - Proceedings of the International Symposium on Memory Systems. Association for Computing Machinery, p. 41-52 12 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Particle accelerators 100%
  • Data storage equipment 60%
  • Large dataset 21%
  • Partial differential equations 19%
  • Silicon 15%
  7 Scopus citations

• Reducing faulty jobs by job submission verifier in grid engine

  Ahmadian, M., Rees, E., Chen, Y. & Zhuang, Y., Jul 28 2019, Proceedings of the Practice and Experience in Advanced Research Computing: Rise of the Machines (Learning), PEARC 2019. Association for Computing Machinery, 3338408. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Engines 100%
  • Managers 14%
  • Scheduling 11%

• RE-Store: Reliable and Efficient KV-Store with Erasure Coding and Replication

  Li, Y., Zhou, J., Wang, W. & Chen, Y., Sep 2019, Proceedings - 2019 IEEE International Conference on Cluster Computing, CLUSTER 2019. Institute of Electrical and Electronics Engineers Inc., 8891013. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2019-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data storage equipment 100%
  • Availability 77%
  • Metadata 54%
  • Fault tolerance 54%
  • Redundancy 46%
  7 Scopus citations
• 2018

  A dataflow-based runtime support on a 100P actual system

  Su, Z., Chen, J., Lin, H., An, H., Han, W., Yu, Y., Liao, C. & Chen, Y., May 25 2018, Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017. Martinez, G., Hill, R., Fox, G., Mueller, P. & Wang, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 599-606 8 p. (Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Supercomputer 100%
  • Data Flow 94%
  • Supercomputers 80%
  • Resources 44%
  • Heterogeneous Computing 44%
  4 Scopus citations

• AKIN: A streaming graph partitioning algorithm for distributed graph storage systems

  Zhang, W., Chen, Y. & Dai, D., Jul 13 2018, Proceedings - 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018. Institute of Electrical and Electronics Engineers Inc., p. 183-192 10 p. (Proceedings - 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Graph algorithms 100%
  18 Scopus citations

• Attributed consistent hashing for heterogeneous storage systems

  Zhou, J., Chen, Y. & Wang, W., Nov 1 2018, Proceedings - 27th International Conference on Parallel Architectures and Compilation Techniques, PACT 2018. Institute of Electrical and Electronics Engineers Inc., a23. (Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Heterogeneous Systems 100%
  • Storage System 95%
  • Hashing 85%
  • Hard disk storage 39%
  • Vertex of a graph 31%
  8 Scopus citations

• Automated performance modeling based on runtime feature detection and machine learning

  Sun, J., Zhan, S., Sun, G. & Chen, Y., May 25 2018, Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017. Martinez, G., Hill, R., Fox, G., Mueller, P. & Wang, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 744-751 8 p. (Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Feature Detection 100%
  • Performance Modeling 91%
  • Parallel Programs 85%
  • Execution Time 74%
  • Machine Learning 62%
  4 Scopus citations

• Contention-aware resource scheduling for burst buffer systems

  Liang, W., Chen, Y., Liu, J. & An, H., Aug 13 2018, 47th International Conference on Parallel Processing, ICPP 2018: Workshop Proceedings. Association for Computing Machinery, 32. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Scheduling 100%
  • Resource allocation 30%
  • Experiments 12%
  3 Scopus citations

• DART: Distributed adaptive radix tree for efficient affix-based keyword search on HPC systems

  Zhang, W., Tang, H., Byna, S. & Chen, Y., Nov 1 2018, Proceedings - 27th International Conference on Parallel Architectures and Compilation Techniques, PACT 2018. Institute of Electrical and Electronics Engineers Inc., a24. (Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Keyword Search 100%
  • High Performance Computing 82%
  • Throughput 36%
  • Distributed Hash Table 31%
  • Use Case 19%
  7 Scopus citations

• GoblinCore-64: A RISC-V Based Architecture for Data Intensive Computing

  Leidel, J. D., Wang, X. & Chen, Y., Nov 26 2018, 2018 IEEE High Performance Extreme Computing Conference, HPEC 2018. Institute of Electrical and Electronics Engineers Inc., 8547560. (2018 IEEE High Performance Extreme Computing Conference, HPEC 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reduced instruction set computing 100%
  • Data storage equipment 48%
  • Microprocessor chips 8%
  • Bandwidth 6%

• GRAM: A GPU-based property graph traversal and query for HPC rich metadata management

  Li, W., Shi, X., Huang, H., Zhao, P., Jin, H., Dai, D. & Chen, Y., 2018, Network and Parallel Computing - 15th IFIP WG 10.3 International Conference, NPC 2018, Proceedings. Snir, M., Valero, M., Zhang, F., Kasahara, H., Zhai, J. & Jin, H. (eds.). Springer-Verlag, p. 77-89 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11276 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Metadata 100%
  • Query 59%
  • Graphics processing unit 55%
  • Graph in graph theory 27%
  • Parallel Optimization 10%

• I/O Characteristics Discovery in Cloud Storage Systems

  Zhou, J., Dai, D., Mao, Y., Chen, X., Zhuang, Y. & Chen, Y., Sep 7 2018, Proceedings - 2018 IEEE International Conference on Cloud Computing, CLOUD 2018 - Part of the 2018 IEEE World Congress on Services. IEEE Computer Society, p. 170-177 8 p. 8457797. (IEEE International Conference on Cloud Computing, CLOUD; vol. 2018-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Clustering algorithms 100%
  • Machine learning 81%
  7 Scopus citations

• Memory coalescing for hybrid memory cube

  Wang, X., Leidel, J. D. & Chen, Y., Aug 13 2018, Proceedings of the 47th International Conference on Parallel Processing, ICPP 2018. Association for Computing Machinery, a62. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data storage equipment 100%
  • Bandwidth 30%
  • Reduced instruction set computing 12%
  • Interfaces (computer) 9%
  • Throughput 6%
  3 Scopus citations

• Pfault: A general framework for analyzing the reliability of high-performance parallel file systems

  Cao, J., Gatla, O. R., Zheng, M., Dai, D., Eswarappa, V., Mu, Y. & Chen, Y., Jun 12 2018, ICS 2018: International Conference on Supercomputing. Association for Computing Machinery, p. 1-11 11 p. (Proceedings of the International Conference on Supercomputing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access
  23 Scopus citations

• Refactoring the molecular docking simulation for heterogeneous, manycore processors systems

  Chen, J., Lin, H., Liang, W., Yu, Y., Han, W., An, H., Chen, Y. & Liu, X., May 25 2018, Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017. Martinez, G., Hill, R., Fox, G., Mueller, P. & Wang, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1031-1038 8 p. (Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Molecular Docking 100%
  • Many-core 94%
  • Refactoring 92%
  • Simulation 33%
  • Docking 17%
  2 Scopus citations

• XBGAS: Toward a RISC-V ISA extension for global, scalable shared memory

  Leidel, J. D., Donofrio, D., Fatollahi-Fard, F., Wang, X., Conlon, F., Chen, Y. & Keville, K., Nov 11 2018, Proceedings of MCHPC 2018: Workshop on Memory Centric High Performance Computing - Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis. Association for Computing Machinery, p. 22-26 5 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reduced instruction set computing 100%
  • Data storage equipment 48%
  • Computer programming 42%
  • Large scale systems 34%
  • Switches 28%
  3 Scopus citations