4 papers
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…
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…
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…
Liquid Cloud Storage
Michael G. Luby, Roberto Padovani, Thomas J. Richardson +2
A liquid system provides durable object storage based on spreading redundantly generated data across a network of hundreds to thousands of potentially unreliable storage nodes. A l…