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AGILE Workflows and Graphs

Published: 04 August 2023 Publication History

Abstract

IARPA's AGILE program aspires to develop innovative, efficient, scalable computer architecture designs capable of addressing the challenges of next-generation large-scale data-analytic applications, especially involving very large graphs. Given the complexity of these applications, AGILE has adopted a three-tier approach to modeling performance and scalability. The top tier is a set of 4 end-to-end analytic workflows comprising a broad set of methods and data structures. The middle tier are kernels of the workflows capturing critical algorithms and data construction operations. The bottom tier are small, stand-alone kernels such as breadth-first search, triangle counting, and sparse matrix multiply for measuring the speed-and-feeds of individual hardware components.

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cover image ACM Conferences
CF '23: Proceedings of the 20th ACM International Conference on Computing Frontiers
May 2023
419 pages
ISBN:9798400701405
DOI:10.1145/3587135
Publication rights licensed to ACM. ACM acknowledges that this contribution was authored or co-authored by an employee, contractor or affiliate of the United States government. As such, the Government retains a nonexclusive, royalty-free right to publish or reproduce this article, or to allow others to do so, for Government purposes only.

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Association for Computing Machinery

New York, NY, United States

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Published: 04 August 2023

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CF '23 Paper Acceptance Rate 24 of 66 submissions, 36%;
Overall Acceptance Rate 273 of 785 submissions, 35%

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