Publications

22 results for Amadou Ba

Contextual Bandits for Large-Scale Structured Discrete Constrained Optimization Problems
- - Pavithra Harsha
  - Chitra Subramanian
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Licence to Scale: A Microservice Simulation Environment for Benchmarking Agentic AI
- - Christopher Lohse
  - Adrian Selk
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Practical Contextual Bandits for Large-Scale Structured Discrete Constrained Optimization Problems
- - Pavithra Harsha
  - Chitra Subramanian
  - et al.
- 2025
- KDD 2025
Conference paper
Causal Latency Modelling for Cloud Microservices
- - Christopher Lohse
  - Diego Tsutsumi
  - et al.
- 2025
- CLOUD 2025
Conference 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
Future Workload and Cloud Resource Usage: Insights from an Interpretable Forecasting Model
- - Amadou Ba
- 2024
- Big Data 2024
Short paper
Efficient Extraction of Insights at the Edges of Distributed Systems
- - Amadou Ba
  - Fearghal O'Donncha
  - et al.
- 2023
- Big Data 2023
Conference paper
Two-sample KS test with approxQuantile in Apache Spark
- - Bradley Eck
  - Duygu Kabakci Zorlu
  - et al.
- 2023
- Big Data 2023
Short paper
Extracting Insights from Cities with Graph Neural Networks
- - Amadou Ba
  - Fearghal O'Donncha
  - et al.
- 2023
- INFORMS 2023
Talk