dynamicMF: A Matrix Factorization Approach to Monitor Resource Usage in High Performance Computing Systems.
Niyazi SorkunluDuc Thanh Anh LuongVarun ChandolaPublished in: IEEE BigData (2018)
Keyphrases
- computing systems
- matrix factorization
- resource usage
- collaborative filtering
- resource management
- real time
- resource allocation
- computer systems
- resource consumption
- missing data
- recommender systems
- negative matrix factorization
- factorization methods
- low rank
- parallel computing
- nonnegative matrix factorization
- resource utilization
- low cost
- access patterns
- resource sharing
- web search
- object oriented
- database systems
- search engine
- machine learning