3 papers
cs.SE2024
CodeSift: An LLM-Based Reference-Less Framework for Automatic Code Validation
Pooja Aggarwal, Oishik Chatterjee, Ting Dai +4
The advent of large language models (LLMs) has greatly facilitated code generation, but ensuring the functional correctness of generated code remains a challenge. Traditional valid…
cs.CL2023
Learning Representations on Logs for AIOps
Pranjal Gupta, Harshit Kumar, Debanjana Kar +3
AI for IT Operations (AIOps) is a powerful platform that Site Reliability Engineers (SREs) use to automate and streamline operational workflows with minimal human intervention. Aut…
cs.DC2021
Rightsizing Clusters for Time-Limited Tasks
Venkatesan T. Chakaravarthy, Padmanabha V. Seshadri, Pooja Aggarwal +4
In conventional public clouds, designing a suitable initial cluster for a given application workload is important in reducing the computational foot-print during run-time. In edge…