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A Runtime Reconfigurable Array (RTRA) for Multiprogram ML and DSP Acceleration With Hierarchical Partitioning and On-Chip Multilevel Scheduling

A Runtime Reconfigurable Array (RTRA) for Multiprogram ML and DSP Acceleration With Hierarchical Partitioning and On-Chip Multilevel Scheduling 150 150
Author(s): Hongseok Lee, Jack Burd, Tim Ling, Yao-Kai Yang, Nian-Shyang Chang, Wen-Ching Chen, Chi-Shi Chen, Tzi-Dar Chiueh, Michael Kuan-Tse Lee, Chia-Hsiang Yang, Dejan Marković

Abstract:

Emerging applications with highly dynamic digital signal processing (DSP) and machine-learning (ML) workloads demand a hardware platforms that simultaneously deliver high performance, high energy efficiency, and low-latency reconfiguration. Such systems must adapt to evolving algorithms, variable data rates, and multiprogram tenancy without incurring prohibitive switching overhead. The conventional reconfigurable architectures …

Published in: IEEE Journal of Solid-State Circuits
Page(s): 5296 – 5312
Year of Publication: 2026
Electronic ISSN: 1558-173X
DOI: 10.1109/JSSC.2026.3715500
Publisher: IEEE

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A 28-nm, 8.3-mm2, 76.9-μJ/Pairing Compiler-Driven Crypto-Processor for Hybrid ZKP–PBC Application With Software–Hardware Co-Design

A 28-nm, 8.3-mm2, 76.9-μJ/Pairing Compiler-Driven Crypto-Processor for Hybrid ZKP–PBC Application With Software–Hardware Co-Design 150 150
Author(s): Xiangren Chen, Bohan Yang, Jinfan Zhang, Yifan Jiang, Wenping Zhu, Hanning Wang, Min Zhu, Aoyang Zhang, Leibo Liu

Abstract:

Zero-knowledge proof (ZKP), one of the most popular privacy-preserving schemes, enables the prover to convince the verifier of a certain statement’s correctness without leaking any private information. Among them, the Pairing-based succinct non-interactive argument of knowledge (zkSNARK), like Groth16 and Plonk, featuring succinct proof size and constant-time verification, is …

Published in: IEEE Journal of Solid-State Circuits
Page(s): 1 – 16
Year of Publication: 2026
Electronic ISSN: 1558-173X
DOI: 10.1109/JSSC.2026.3722561
Publisher: IEEE

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