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Lingda Li

Research Associate

Expertise

  • GPU memory system
  • Compiler optimization
  • Cache system
  • Processor architecture

Education

  • Ph.D., Computer Architecture, Peking University, Beijing, China
  • B.E., Computer Science & Engineering, Harbin Institute of Technology, Harbin, China

Professional Appointments

  • Research Associate, Brookhaven National Laboratory, December 2016 – present
  • ostdoctoral Associate, Rutgers University, September 2014 – August 2016

Selected Publications & Research Highlights

Lingda Li, Ari B. Hayes, Shuaiwen Leon Song, and Eddy Z. Zhang. Tag-Split Cache for Efficient GPGPU Cache Utilization. In Proceedings of the 30th ACM International Conference on Supercomputing (ICS), 43:1–43:12, Istanbul, Turkey, 2016.

Lingda Li, Ari B. Hayes, Stephen A. Hackler, Eddy Z. Zhang, Mario Szegedy, Shuaiwen Leon Song. A Graph-based Model for GPU Caching Problems. CoRR abs/1605.02043, 2016.

Ari B. Hayes, Lingda Li, Daniel Chavarria, Shuaiwen Leon Song, and Eddy Z. Zhang. ORION: A Framework for GPU Occupancy Tuning. In Proceedings of the 17th Annual Middleware Conference (Middleware), 18:1–18:13, Trento, Italy, 2016.

Lingda Li, Junlin Lu, and Xu Cheng. Block Value based Insertion Policy for High Performance Last-level Caches. In Proceedings of the 28th ACM International Conference on Supercomputing (ICS), 63–72, Munich, Germany, 2014.

Lingda Li, Junlin Lu, and Xu Cheng. Retention Benefit based Intelligent Cache Replacement. Journal of Computer Science and Technology (JCST), 29(6):947–961, 2014.

Xianglei Dang, Xiaoyin Wang, Dong Tong, Zichao Xie, Lingda Li, and Keyi Wang. An Adaptive Filtering Mechanism for Energy Efficient Data Prefetching. In Proceedings of the 18th Asia and South Pacific Design Automation Conference (ASP-DAC), 332–337, Yokohama, Japan, 2013.

Lingda Li, Dong Tong, Zichao Xie, Junlin Lu, and Xu Cheng. Improving Inclusive Cache Performance with Two-level Eviction Priority. In Proceedings of the 30th IEEE International Conference on Computer Design (ICCD), 387–392, Montreal, Canada, 2012.

Lingda Li, Dong Tong, Zichao Xie, Junlin Lu, and Xu Cheng. Optimal Bypass Monitor for High Performance Last-level Caches. In Proceedings of the 21th ACM/IEEE International Conference on Parallel Architectures and Compilation Techniques (PACT), 315–324, Minneapolis, USA, 2012.