{"id":3443,"date":"2024-04-08T02:50:47","date_gmt":"2024-04-08T02:50:47","guid":{"rendered":"https:\/\/www.wp.fccm.org\/?page_id=3443"},"modified":"2024-05-06T02:19:06","modified_gmt":"2024-05-06T02:19:06","slug":"technical-program-2024","status":"publish","type":"page","link":"https:\/\/www.wp.fccm.org\/technical-program-2024\/","title":{"rendered":"Technical Program 2024"},"content":{"rendered":"\n
Session 1 – Applications<\/mark><\/strong> Chair: Peipei Zhou (University of Pittsburgh)<\/td><\/tr>
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Bandwidth Efficient Homomorphic Encrypted Discrete Fourier Transform Acceleration on FPGA <\/strong> Zhihan Xu, Yang Yang (University of Southern California); Rajgopal Kannan (DEVCOM Army Research Lab); Viktor K. Prasanna (University of Southern California)<\/td><\/tr>
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High Throughput Massive MIMO Signal Decoding Using Multi-Level Tree Search on FPGAs<\/strong> Mohamed W Hassan, Hatem Ltaief, Suhaib A Fahmy (KAUST)<\/td><\/tr>
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PCQ: Parallel Compact Quantum Circuit Simulation<\/strong> (short paper) \u2605<\/mark> Shuang Liang, Yuncheng Lu, Ce Guo, Wayne Luk, Paul H J Kelly (Imperial College London)<\/td><\/tr>
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DANSEN: Database Acceleration on Native Computational Storage by Exploiting NDP<\/strong> (journal track)<\/strong> Tamimi, Sajjad (Technical University of Darmstadt – Embedded Systems and Applications Group); Bernhardt, Arthur (Reutlingen University – Data Management Lab); Stock, Florian (Technical University of Darmstadt – Embedded Systems and Applications Group); Petrov, Ilia (Reutlingen University – Data Management Lab); Koch, Andreas (Technische Universit\u00e4t Darmstadt – Embedded Systems and Applications Group)<\/td><\/tr>
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PTME: A Regular Expression Matching Engine Based on Speculation and Enumerative Computation on FPGA (journal track, no presentation)<\/strong> Sun, Mingqian (Southeast University – School of Cyber Science and Engineering) Xie, Guangwei (Fudan University – School of Computer Science); Zhang, Fan (National Digital Switching System Engineering and Technological Research Center); Guo, Wei (National Digital Switching System Engineering and Technological Research Center); Fan, Xitian (Shanghai Hongzhen Information Technology Co.,Ltd); Li, Tianyang (National Digital Switching System Engineering and Technological Research Center); Chen, Li (National Digital Switching System Engineering and Technological Research Center); Du, Jiayu (Purple Mountain Laboratories)<\/td><\/tr>
12:15 pm – 1:30 pm<\/td>
Lunch<\/td><\/tr>
1:30 pm – 2:45 pm <\/td>
Session 2 – Arithmetic<\/mark><\/strong> Chair: Mark Shand (Waymo)<\/td><\/tr>
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HiHiSpMV: Sparse Matrix Vector Multiplication with Hierarchical Row Reductions on FPGAs with High Bandwidth Memory<\/strong> Abdul Rehman Tareen, Marius Meyer, Christian Plessl, Tobias Kenter (Paderborn University)<\/td><\/tr>
Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs <\/strong>Endri Taka, Dimitrios Gourounas, Andreas Gerstlauer, Diana Marculescu (The University of Texas at Austin); Aman Arora (Arizona State University)<\/td><\/tr>
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DyRecMul: Fast and Low-Cost Approximate Multiplier for FPGAs using Dynamic Reconfiguration (journal track) <\/strong>Vakili, Shervin (Institut national de la recherche scientifique); Vaziri, Mobin (Polytechnique Montr\u00e9al); Zarei, Amirhossein (Institut national de la recherche scientifique); Langlois, Pierre (Ecole Polytechnique de Montreal)<\/td><\/tr>
2:45 pm – 3:00 pm <\/td>
Break<\/td><\/tr>
3:00 pm – 4:20 pm<\/td>
Session 3 – Machine Learning I<\/mark><\/strong> Chair: Cong “Callie” Hao (Georgia Institute of Technology)<\/td><\/tr>
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GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGA <\/strong>Bingyi Zhang (University of Southern California); Rajgopal Kannan, Carl Busart (DEVCOM Army Research Lab); Viktor K. Prasanna (University of Southern California)<\/td><\/tr>
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PQA: Exploring the Potential of Product Quantization in DNN Hardware Acceleration<\/strong> (journal track)<\/strong> AbouElhamayed, Ahmed F. (Cornell University – Electrical and Computer Engineering); Cui, Angela (Cornell University); Fernandez-Marques, Javier (Flower Labs); Lane, Nicholas D. (University of Cambridge – Department of Computer Science and Technology); Abdelfattah, Mohamed S. (Cornell University – ECE)<\/td><\/tr>
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Accelerating ViT Inference on FPGA through Static and Dynamic Pruning<\/strong> Dhruv Parikh, Shouyi Li, Bingyi Zhang (University of Southern California); Rajgopal Kannan, Carl Busart (DEVCOM Army Research Lab); Viktor K Prasanna (University of Southern California)<\/td><\/tr>
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LAMPS: A Layer-wised Mixed-Precision-and-Sparsity Accelerator for NAS-Optimized CNNs on FPGA<\/strong> (short paper) Shuxin Yang, Chenchen Ding (Southern University of Science and Technology, China); Mingqiang Huang (Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences); Kai Li, Zikun Wei, Hantao Huang, Hao Yu (Southern University of Science and Technology, China)<\/td><\/tr>
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LGBM2VHDL: Mapping of LightGBM Models to FPGA<\/strong> (short paper) Tom\u00e1\u0161 Mart\u00ednek (Brno University of Technology); Jan Ko\u0159enek, Tom\u00e1\u0161 \u010cejka (CESNET, z. s. p. o.)<\/td><\/tr>
4:20 pm – 6:00 pm<\/td>
Break<\/td><\/tr>
6:00 pm – 8:00 pm<\/td>
Banquet<\/mark><\/strong>, Demo Night, and Ph.D. Forum<\/mark><\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
Tuesday – May 7 <\/strong><\/h2>\n\n\n\n
8:00 am – 9:00 am<\/td>
Registration Open and Coffee\/Tea (Breakfast on your own)<\/td><\/tr>
Session 4 – Compilation & CAD Tool<\/mark><\/strong><\/span><\/strong> Chair: Jason Anderson (University of Toronto) <\/span><\/strong><\/td><\/tr>
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Toward FPGA Intellectual Property (IP) Encryption from Netlist to Bitstream (journal track) <\/strong>Hutchings, Daniel; Taylor, Adam; Goeders, Jeff (Brigham Young University)<\/td><\/tr>
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LightningSimV2: Faster and Scalable Simulation for High-Level Synthesis via Graph Compilation and Optimization<\/strong> Rishov Sarkar, Rachel Paul, Cong (Callie) Hao (Georgia Institute of Technology)<\/td><\/tr>
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A Data-Driven, Congestion-Aware and Open-Source Timing-Driven FPGA Placer Accelerated by GPUs<\/strong> \u2605<\/mark> Zhili Xiong, Rachel Selina Rajarathnam, David Z. Pan (The University of Texas at Austin)<\/td><\/tr>
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Synthesis of LUT Networks for Random-Looking Dense Functions with Don’t Cares – Towards Efficient FPGA Implementation of DNN<\/strong> (short paper) \u2605<\/mark> Yukio Miyasaka, Alan Mishchenko (UC Berkeley); Nicholas Fraser (AMD); John Wawrzynek (UC Berkeley)<\/td><\/tr>
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A Routability-Driven Ultrascale FPGA Macro Placer with Complex Design Constraints<\/strong> (short paper) Qin Luo, Xinshi Zang, Qijing WANG (The Chinese University of Hong Kong); Fangzhou Wang (Cadence Design Systems); Evangeline F.Y. Young (The Chinese University of Hong Kong); Martin D.F. Wong (Hong Kong Captist University)<\/td><\/tr>
11:35 pm – 12:15 pm<\/td>
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12:15 pm – 1:30 pm<\/td>
Lunch<\/td><\/tr>
1:30 pm – 2:50 pm<\/td>
Session 5 – Architecture and CGRA<\/mark><\/strong> Chair: Suhaib Fahmy (King Abdullah University of Science and Technology)<\/td><\/tr>
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HardCilk: Cilk-like Task Parallelism for FPGAs<\/strong> \u2605<\/mark> Mohamed Mahfouz Shahawy, Canberk S\u00f6nmez, Cemalettin Cem Belentepe, Paolo Ienne (EPFL)<\/td><\/tr>
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Mapping Enumeration for Multi-Context CGRAs Using Zero-Suppressed Binary Decision Diagrams <\/strong>Rami Beidas, Jason H. Anderson (University of Toronto)<\/td><\/tr>
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MPC-Wrapper: Fully Harnessing the Potential of Samsung Aquabolt-XL HBM2-PIM on FPGAs <\/strong>Jinwoo Choi, Yeonan Ha, Hanna Cha, Seil Lee, Sungchul Lee (Yonsei University); Jounghoo Lee (Yonsei University \/ MangoBoost); Shin-haeng Kang (Samsung Electronics); Bongjun Kim, Hanwoong Jung (Samsung Advanced Institute of Technology); Hanjun Kim, Youngsok Kim (Yonsei University)<\/td><\/tr>
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FINESSD: Near-Storage Feature Selection with Mutual Information for Resource-Limited FPGAs<\/strong> Nikolaos Kyparissas, Gavin Brown, Mikel Lujan (The University of Manchester)<\/td><\/tr>
Understanding the Potential of FPGA-Based Spatial Acceleration for Large Language Model Inference (journal track)<\/strong> Chen, Hongzheng (Cornell University); Zhang, Jiahao (Tsinghua University); Du, Yixiao (Cornell University); Xiang, Shaojie (Cornell University); Yue, Zichao (Cornell University); Zhang, Niansong (Cornell University); Cai, Yaohui (Cornell University); Zhang, Zhiru (Cornell University)<\/td><\/tr>
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SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction <\/strong>Petros Toupas (Imperial College London, UK – Information Technologies Institute (ITI)\/CERTH, GR); Zhewen Yu, Christos-Savvas Bouganis (Imperial College London, UK); Dimitrios Tzovaras (Information Technologies Institute (ITI)\/CERTH, GR)<\/td><\/tr>
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HLPerf: Demystifying the Performance of HLS-based Graph Neural Networks with Dataflow Architectures (journal track)<\/strong> Zhao, Chenfeng (Washington University in St Louis, Computer Science & Engineering Department); Faber, Clayton J. (Washington University in St Louis – Computer Science & Engineering); Chamberlain, Roger D (Washington University – Computer Science and Engineering); Zhang, Xuan (Northeastern University)<\/td><\/tr>
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MRH-GCN: A Novel and Efficient GCN Accelerator for Multi-Relation Heterogeneous Graph <\/strong>(short paper) Wenlu Peng, Jianjun Chen, Wenjin Huang (Sun Yat-sen University); Yihua Huang (Sun-Yat-sen University)<\/td><\/tr>
FCCM 2024 Program *All times shown in the EST (UTC-5) *Breakfast is not provided. Sunday (May 5) and Wednesday (May 8): Workshops and Tutorials Sunday – May 5 12:00 pm – 5:00 pm Registration Open 12:30 pm \u2013 5:00 pm Tutorials and Workshops 6:00 pm – 9:00 pm Sunday’s Reception and PanelCHIPS ACT, AI, Quantum … <\/p>\n