Publications

92 results for AI for IT

Causal Latency Modelling for Cloud Microservices
- - Christopher Lohse
  - Diego Tsutsumi
  - et al.
- 2025
- CLOUD 2025
Conference paper
Correlating Multimodal Data Through Representations for Enhanced IT Automation
- - Seema Nagar
  - Atri Mandal
  - et al.
- 2025
- FSE 2025
Tutorial
Performance Optimizations for Scaling LLM based Log Analytics Tool
- - Harshit Kumar
  - Pranjal Gupta
  - et al.
- 2025
- ICPE 2025
Conference paper
LogAn: An LLM-Based Log Analytics Tool with Causal Inferencing
- - Pranjal Gupta
  - Karan Bhukar
  - et al.
- 2025
- ICPE 2025
Demo paper
Compliance at the Speed of Innovation: Leveraging AI-Driven Automation for Real-Time Regulatory Read
- - Larry Carvalho
  - Anca Sailer
  - et al.
- 2025
- KubeCon EU 2025
Talk
Data Wrangling task automation using Code-Generating Language Models
- - Akella Ashlesha
  - Krishnasuri Narayanam
- 2025
- AAAI 2025
Demo paper
Leveraging Interpretability in the Transformer to Automate the Proactive Scaling of Cloud Resources
- - Amadou Ba
  - Pavithra Harsha
  - et al.
- 2025
- AAAI 2025
Workshop paper
The Potential of Causal Modelling in Microservices-based Architectures
- - Christopher Lohse
  - Diego Tsutsumi
  - et al.
- 2025
- AAAI 2025
Workshop paper
Bridging the Gap Between AI Planning and Reinforcement Learning
- - Zlatan Ajanovi{\'c}
  - Timo Gros
  - et al.
- 2025
- AAAI 2025
Workshop
Future Workload and Cloud Resource Usage: Insights from an Interpretable Forecasting Model
- - Amadou Ba
- 2024
- Big Data 2024
Short paper