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Your search keyword '"McKinley, Kathryn"' showing total 5 results
Start Over Author "McKinley, Kathryn" Journal communications of the acm
5 results on '"McKinley, Kathryn"'

1. Combining Machine Learning and Lifetime-Based Resource Management for Memory Allocation and Beyond.

Author

Maas, Martin, Andersen, David G., Isard, Michael, Javanmard, Mohammad Mahdi, McKinley, Kathryn S., and Raffel, Colin

Subjects
MACHINE learning, COMPUTER memory management, C++, WORKLOAD of computers, LOAD forecasting (Computer networks)
Abstract

This article incorporates machine learning into a lifetime-based resource management approach to overcome current limitations of C++ memory allocation. The current state of memory management is first presented with a look into huge pages, long-lived objects, and fragmentation. Then the authors utilized machine learning to predict object lifetime classes for every allocation, then the development of LLAMA—learned lifetime-aware memory allocator—is discussed, and lastly the complete model is evaluated for use.

Published
2024
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2. Wake up and smell the coffee: evaluation methodology for the 21st century

Author

Blackburn, Stephen M., McKinley, Kathryn S., Garner, Robin, Hoffmann, Chris, Khan, Asjad M., Bentzur, Rotem, Diwan, Amer, Feinberg, Daniel, Frampton, Daniel, Guyer, Samuel Z., Hirzel, Martin, Hosking, Antony, Jump, Maria, Han Lee, Moss, B., Eliot, J., Phansalkar, Aashish, Stafanovic, Darko, VanDrunen, Thomas, von Dincklage, Daniel, and Wiedermann, Ben

Subjects
Java, Modularity, Software architecture, Computer science -- Research, Java (Computer program language) -- Evaluation
Published
2008

3. GOTO rankings considered helpful

Author

Berger, Emery, primary, Blackburn, Stephen M., additional, Brodley, Carla, additional, Jagadish, H. V., additional, McKinley, Kathryn S., additional, Nascimento, Mario A., additional, Shin, Minjeong, additional, Wang, Kuansan, additional, and Xie, Lexing, additional

Published
2019
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