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Google-Wide Profiling: A Continuous Profiling Infrastructure for Data Centers

Published: 01 July 2010 Publication History

Abstract

Google-Wide Profiling (GWP), a continuous profiling infrastructure for data centers, provides performance insights for cloud applications. With negligible overhead, GWP provides stable, accurate profiles and a datacenter-scale tool for traditional performance analyses. Furthermore, GWP introduces novel applications of its profiles, such as application- platform affinity measurements and identification of platform-specific, microarchitectural peculiarities.

Cited By

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  • (2024)Stale Profile MatchingProceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction10.1145/3640537.3641573(162-173)Online publication date: 17-Feb-2024
  • (2024)GWP-ASan: Sampling-Based Detection of Memory-Safety Bugs in ProductionProceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice10.1145/3639477.3640328(168-177)Online publication date: 14-Apr-2024
  • (2024)Characterizing a Memory Allocator at Warehouse ScaleProceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 310.1145/3620666.3651350(192-206)Online publication date: 27-Apr-2024
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Published In

cover image IEEE Micro
IEEE Micro  Volume 30, Issue 4
July 2010
86 pages

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IEEE Computer Society Press

Washington, DC, United States

Publication History

Published: 01 July 2010

Author Tags

  1. hardware
  2. optimization
  3. performance monitoring
  4. profiling tools
  5. programming environments
  6. system performance
  7. system performance, tools and techniques, profiling tools, programming environments, performance monitoring, hardware, optimization
  8. tools and techniques

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Cited By

View all
  • (2024)Stale Profile MatchingProceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction10.1145/3640537.3641573(162-173)Online publication date: 17-Feb-2024
  • (2024)GWP-ASan: Sampling-Based Detection of Memory-Safety Bugs in ProductionProceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice10.1145/3639477.3640328(168-177)Online publication date: 14-Apr-2024
  • (2024)Characterizing a Memory Allocator at Warehouse ScaleProceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 310.1145/3620666.3651350(192-206)Online publication date: 27-Apr-2024
  • (2024)Expanding Datacenter Capacity with DVFS Boosting: A safe and scalable deployment experienceProceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 110.1145/3617232.3624853(150-165)Online publication date: 27-Apr-2024
  • (2024)The Importance of Generalizability in Machine Learning for SystemsIEEE Computer Architecture Letters10.1109/LCA.2024.338444923:1(95-98)Online publication date: 2-Apr-2024
  • (2023)Efficient Cross-platform Multiplexing of Hardware Performance Counters via Adaptive GroupingACM Transactions on Architecture and Code Optimization10.1145/362952521:1(1-26)Online publication date: 21-Oct-2023
  • (2023)Correlation Joins over Time Series Data Streams Utilizing Complementary Dimension Reduction and TransformationProceedings of the ACM on Management of Data10.1145/36267221:4(1-26)Online publication date: 12-Dec-2023
  • (2023)DiagConfig: Configuration Diagnosis of Performance Violations in Configurable Software SystemsProceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering10.1145/3611643.3616300(566-578)Online publication date: 30-Nov-2023
  • (2023)Fast, Light-weight, and Accurate Performance Evaluation using Representative Datacenter BehaviorsProceedings of the 24th International Middleware Conference10.1145/3590140.3629117(220-233)Online publication date: 27-Nov-2023
  • (2023)CDPU: Co-designing Compression and Decompression Processing Units for Hyperscale SystemsProceedings of the 50th Annual International Symposium on Computer Architecture10.1145/3579371.3589074(1-17)Online publication date: 17-Jun-2023
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