9 citations · 21 across the 7 of their papers we have counts for
7 papers
AI-assisted Code Authoring at Scale: Fine-tuning, deploying, and mixed methods evaluation
Vijayaraghavan Murali, Chandra Maddila, Imad Ahmad +6
Generative LLMs have been shown to effectively power AI-based code authoring tools that can suggest entire statements or blocks of code during code authoring. In this paper we pres…
Learning to Learn to Predict Performance Regressions in Production at Meta
Moritz Beller, Hongyu Li, Vivek Nair +6
Catching and attributing code change-induced performance regressions in production is hard; predicting them beforehand, even harder. A primer on automatically learning to predict p…
Locally Repairable Regenerating Code Constructions
Imad Ahmad, Chih-Chun Wang
In this work, we give locally repairable regenerating code (LRRC) [1]-[3], [5], [6] constructions that can protect the file size promised by the graph analysis of the modified fami…
When Can Helper Node Selection Improve Regenerating Codes? Part I: Graph-Based Analysis
Imad Ahmad, Chih-Chun Wang
Regenerating codes (RCs) can significantly reduce the repair-bandwidth of distributed storage networks. Initially, the analysis of RCs was based on the assumption that during the r…
Flexible Fractional Repetition Codes for Distributed Storage Networks
Imad Ahmad, Chih-Chun Wang
Consider the following fundamental question of distributed storage networks: Given any arbitrary values, whether there exists an intelligent helper selection scheme (assu…
Locally Repairable Regenerating Codes: Node Unavailability and the Insufficiency of Stationary Local Repair
Imad Ahmad, Chih-Chun Wang
Locally repairable codes (LRCs) are ingeniously designed distributed storage codes with a (usually small) fixed set of helper nodes participating in repair. Since most existing LRC…
When and By How Much Can Helper Node Selection Improve Regenerating Codes?
Imad Ahmad, Chih-Chun Wang
Regenerating codes (RCs) can significantly reduce the repair-bandwidth of distributed storage networks. Initially, the analysis of RCs was based on the assumption that during the r…