Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision

no code implementations • 5 Feb 2024 • Nathaniel Hudson, J. Gregory Pauloski, Matt Baughman, Alok Kamatar, Mansi Sakarvadia, Logan Ward, Ryan Chard, André Bauer, Maksim Levental, Wenyi Wang, Will Engler, Owen Price Skelly, Ben Blaiszik, Rick Stevens, Kyle Chard, Ian Foster

Deep learning methods are transforming research, enabling new techniques, and ultimately leading to new discoveries.

Submission-Aware Reviewer Profiling for Reviewer Recommender System

no code implementations • 8 Nov 2022 • Omer Anjum, Alok Kamatar, Toby Liang, JinJun Xiong, Wen-mei Hwu

We propose an approach that learns from each abstract published by a potential reviewer the topics studied and the explicit context in which the reviewer studied the topics.

Recommendation Systems