Work

Brief Announcement: A Novel Integrated Parallel Accelerator for an Irregular Killer App

Year: 2025

Type: conference-paper

Abstract: With severe challenges facing computer technology scaling, parallel hardware accelerators have become increasingly attractive solutions to continued performance scaling. However, performance scaling is limited for irregular, input-dependent workloads. Often, static analysis is infeasible and overheads can outweigh benefits, resulting sometimes in weaker performance than a serial counterpart.

Source: ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)

DOI: 10.1145/3694906.3743355

Authors: Yuhao Song, Manoj Franklin, Uzi Vishkin

Institution: University of Maryland, College Park

Language: English

Topic: Parallel Computing and Optimization Techniques

Subfield: Hardware and Architecture

Field: Computer Science

Domain: Physical Sciences

Open Access status: bronze

Funders: National Science Foundation, Universitas Brawijaya

Awards: SHF: Small: A Novel Integrated Accelerator for a Challenging Irregular Critical Application, G7527966907