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05/19/2023
Strix: An End-to-End Streaming Architecture with Two-Level Ciphertext Batching for Fully Homomorphic Encryption with Programmable Bootstrapping
Homomorphic encryption (HE) enables computations on encrypted data by co...
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10/29/2022
LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning
Multi-agent reinforcement learning (MARL) is a powerful technology to co...
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09/22/2022
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation
Transformer is a deep learning language model widely used for natural la...
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07/12/2022
Accelerating Large-Scale Graph-based Nearest Neighbor Search on a Computational Storage Platform
K-nearest neighbor search is one of the fundamental tasks in various app...
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07/11/2022
FSHMEM: Supporting Partitioned Global Address Space on FPGAs for Large-Scale Hardware Acceleration Infrastructure
By providing highly efficient one-sided communication with globally shar...
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06/07/2022
Exploration of Systolic-Vector Architecture with Resource Scheduling for Dynamic ML Workloads
As artificial intelligence (AI) and machine learning (ML) technologies d...
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02/24/2021