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Automatic Platform-...
Automatic Platform-Independent Monitoring and Ranking of Hardware Resource Utilization
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- Imtiaz, Shamoona (författare)
- Mälardalens universitet,Inbyggda system
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- Danielsson, Jakob (författare)
- Mälardalens universitet,Inbyggda system
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- Behnam, Moris, 1973- (författare)
- Mälardalens universitet,Inbyggda system
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- Capannini, Gabriele (författare)
- Mälardalens universitet,Inbyggda system
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- Carlson, Jan (författare)
- Mälardalens universitet,Inbyggda system
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- Jagemar, M. (författare)
- Ericsson AB, Stockholm, Sweden
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(creator_code:org_t)
- Institute of Electrical and Electronics Engineers Inc. 2021
- 2021
- Engelska.
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Ingår i: IEEE International Conference on Emerging Technologies and Factory Automation, ETFA. - : Institute of Electrical and Electronics Engineers Inc.. - 9781728129891
- Relaterad länk:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- In this paper, we discuss a method for automatic monitoring of hardware and software events using performance monitoring counters. Computer applications are complex and utilize a broad spectra of the available hardware resources, where multiple performance counters can be of significant interest to understand. The number of performance counters that can be captured simultaneously is, however, small due to hardware limitations in most modern computers. We suggest a platform independent solution to automatically retrieve hardware events from an underlying architecture. Moreover, to mitigate the hardware limitations we propose a mechanism that pinpoints the most relevant performance counters for an application's performance. In our proposal, we utilize the Pearson's correlation coefficient to rank the most relevant performance counters and filter out those that are most relevant and ignore the rest.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)
Nyckelord
- Correlation methods
- Application performance
- Automatic monitoring
- Broad spectrum
- Hardware and software
- Hardware resource utilization
- Hardware resources
- Performance counters
- Performance-monitoring
- Platform independent
- Software events
- Computer hardware
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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