3 papers
cs.SE2025
Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study
Pranjal Gupta, Karan Bhukar, Harshit Kumar +3
IT environments typically have logging mechanisms to monitor system health and detect issues. However, the huge volume of generated logs makes manual inspection impractical, highli…
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.LG2021
Target Model Agnostic Adversarial Attacks with Query Budgets on Language Understanding Models
Jatin Chauhan, Karan Bhukar, Manohar Kaul
Despite significant improvements in natural language understanding models with the advent of models like BERT and XLNet, these neural-network based classifiers are vulnerable to bl…