Adaptive Learning for Concept Drift in Application Performance Modeling

Author:

Madireddy Sandeep1,Balaprakash Prasanna1,Carns Philip1,Latham Robert1,Lockwood Glenn K.2,Ross Robert1,Snyder Shane1,Wild Stefan M.1

Affiliation:

1. Argonne National Laboratory, Lemont, IL

2. Lawrence Berkeley National Laboratory Berkeley, CA

Publisher

ACM

Reference40 articles.

1. Ryan P. Adams and David J.C. MacKay. 2007. Bayesian Online Changepoint Detection. Preprint 0710.3742. arXiv. Ryan P. Adams and David J.C. MacKay. 2007. Bayesian Online Changepoint Detection. Preprint 0710.3742. arXiv.

2. Problem Determination in Enterprise Middleware Systems using Change Point Correlation of Time Series Data

3. A survey of methods for time series change point detection

4. Christopher M Bishop. 2006. Pattern Recognition and Machine Learning. Springer. Christopher M Bishop. 2006. Pattern Recognition and Machine Learning. Springer.

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2. A Taxonomy of Error Sources in HPC I/O Machine Learning Models;SC22: International Conference for High Performance Computing, Networking, Storage and Analysis;2022-11

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