← Search

Seema Nagar

3 accepted papers

2026

NOVAID: Natural-language Observability Visualization Assistant for ITOps Dashboard Widget Generation

AAAI 2026technical

Manual creation of IT monitoring dashboard widgets is slow, error-prone, and a barrier for both novice and expert users. We present NOVAID, an interactive chatbot that leverages Large Language Models (LLMs) to generate IT monitoring widgets directly from natural language queries. Unlike general natu

Cited by 0SourcePDFScholar
2026

Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study

AAAI 2026technical

IT environments typically have logging mechanisms to monitor system health and detect issues. However, the huge volume of generated logs makes manual inspection impractical, highlighting the importance of automated log analysis in IT Software Support. In this paper, we propose a log analytics tool t

Cited by 0SourcePDFScholar
2024

AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data

AAAI 2024technical

The efficiency of business processes relies on business key performance indicators (Biz-KPIs), that can be negatively impacted by IT failures. Business and IT Observability (BizITObs) data fuses both Biz-KPIs and IT event channels together as multivariate time series data. Forecasting Biz-KPIs in ad…