Workshop Program
Workshop Date:Aug 29th,2022
[12:20pm - 12:30pm](CEST) Opening Remarks
[12:30pm - 1:30pm](CEST) Session 1: Application and Software/Hardware Codesign
[12:30pm - 12:50pm] A Software/Hardware Co-design Local Irregular Sparsity Method for Accelerating CNNs on FPGA.
Jiangwei Shang, Zhan Zhang, Chuanyou Li, Kun Zhang, Lei Qian and Hongwei Liu.
[video]
[12:50pm - 1:10pm] DenMG: Density-Based Member Generation for Ensemble Clustering.
Xueqin Du, Yulin He, Philippe Fournier-Viger and Joshua Zhexue Huang.
[video]
[1:10pm - 1:30pm] Accelerating the Task Activation and Data Communication for Dataflow Computing.
Du Zheng, Zhao Wenjie, Wen Zhiwei and Luo Qiuming.
[slide]
[1:30pm - 2:30pm](CEST) Session 2: Programming Model and Runtime Systems
[1:30pm - 1:50pm] Runtime Techniques for Automatic Process Virtualization.
Evan Ramos, Sam White, Aditya Bhosale and Laxmikant Kale.
[slide]
[1:50pm - 2:10pm] Designing Hierarchical Multi-HCA Aware Allgather in MPI.
Tu Tran, Benjamin Michalowicz, Bharath Ramesh, Hari Subramoni, Aamir Shafi and Dhabaleswar K. Panda.
[slide]
[2:10pm - 2:30pm] A Hybrid Data-flow Visual Programing Language.
Hongxin Wang, Qiuming Luo and Zheng Du.
[slide]
[2:30pm - 3:00pm](CEST) Break
[3:00pm - 5:05pm](CEST) Session 3: Invited Talks
[3:00pm - 3:25pm] Analysis and optimization of data transfer in Multi-GPU Python applications.
Lena Oden, Insitut für Mathematik und Informatik, FernUniversität in Hagen, Germany.
[abstract/bio]
[slide]
[3:25pm - 3:50pm] Inference Accelerator Deployment at Meta.
Cao Gao, Meta Platforms, Inc.
[abstract/bio]
[slide]
[3:50pm - 4:15pm] pMEMCPY: Effectively Leveraging Persistent Memory as a Storage Device.
Jay Lofstead, Sandia National Laboratories.
[abstract/bio]
[slide]
[4:15pm - 4:40pm] Demystify Communication Behavior in Training Deep Learning Recommendation Models.
Ching-Hsiang Chu, Meta Platforms, Inc.
[abstract/bio]
[slide]
[4:40pm - 5:05pm] Pegasus, a Workflow Management Solutions For Emerging Computing Systems.
Ewa Deelman, University of Southern California.
[abstract/bio]
[slide]
[5:05pm - 5:10pm](CEST) Closing Remarks