Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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7 results for AI for IT Operations

Anomaly Detection in a Large-scale Cloud Platform
Mohammad Saiful Islam, William Pourmajidi, et al.2021ICSE 2021
FIXME: Enhance Software Reliability with Hybrid Approaches in Cloud
Jinho Hwang, Larisa Shwartz, et al.2021ICSE 2021
Towards Automating the AI Operations Lifecycle
Matthew Arnold, Jeffrey Boston, et al.2020MLSys 2020
Cryptomining Detection in Container Clouds Using System Calls and Explainable Machine Learning
Rupesh Raj Karn, Prabhakar Kudva, et al.2021IEEE TPDS
IBM predictive analytics reduces server downtime
Jasmina Bogojeska, Ioana Giurgiu, et al.2021Interfaces
An experimentation and analytics framework for large-scale AI operations platforms
Thomas Rausch, Waldemar Hummer, et al.2020OpML 2020
Evaluation of Causal Inference Techniques for AIOps
Vijay Arya, Karthikeyan Shanmugam, et al.2021CODS-COMAD 2021