Publications

91 results for AI for IT

Leveraging Large Language Models for the Auto-remediation of Microservice Applications - An Experimental Study
- - Komal Sarda
  - Zakeya Namrud
  - et al.
- 2024
- ESEC/FSE 2024
Conference paper
End-to-End AI (E2EAI) with Julia, K0s, and Argo Workflow
- - Paulito Palmes
- 2024
- JuliaCon 2024
Talk
Transformer Models with Explainability for IT Telemetry and Business Events
- - Shiau Hong Lim
  - Laura Wynter
- 2024
- SSE 2024
Conference paper
Intent-Driven Multi-Engine Observability Dataflows For Heterogeneous Geo-Distributed Clouds
- - Aishwariya Chakraborty
  - Anand Eswaran
  - et al.
- 2024
- CLOUD 2024
Conference paper
Decoding Logs for Automatic Metric Identification
- - Pranjal Gupta
  - Prateeti Mohapatra
  - et al.
- 2024
- CLOUD 2024
Short paper
Artifical Intelligence Governed Processor
- - Alper Buyuktosunoglu
  - David Trilla Rodriguez
- 2024
- ISCA 2024
Workshop paper
TELKA: Twin-Enhanced Learning for Kubernetes Applications
- - Mattia Zaccarini
  - Davide Borsatti
  - et al.
- 2024
- ISCC 2024
Conference paper
Fault Localization Using Interventional Causal Learning for Cloud-Native Applications
- - Saurabh Jha
  - Jesus Rios Aliaga
  - et al.
- 2024
- DSN 2024
Conference paper
Leveraging Large Language Models for Natural Language to SQL Conversion
- - Noah Hampp
  - Katya Mirylenka
- 2024
- MML 2024
Poster
Research and Development for IBM Granite Time Series Foundation Model
- - Takayuki Katsuki
  - Tomoya Sakai
- 2024
- JSAI 2024
Demo paper