Breaking the Cycle – {A} Short Overview of Memory-Access Sampling Differences on Modern x86 CPUs

As hardware complexity increases, profiling becomes essential for understanding system behavior. This paper compares different x86 sampling implementations for memory access profiling, revealing their complementary capabilities and limitations. Plus, we demonstrate that current abstractions like the perf subsystem inadequately expose platform-specific features.

  • Published in:
    Proceedings of the 21st International Workshop on Data Management on New Hardware, DaMoN 2025, Berlin, Germany, June 22-27, 2025
  • Type:
    Inproceedings
  • Authors:
    Kühn, Roland; Mühlig, Jan; Teubner, Jens
  • Year:
    2025
  • Source:
    https://doi.org/10.1145/3736227.3736241

Citation information

Kühn, Roland; Mühlig, Jan; Teubner, Jens: Breaking the Cycle – {A} Short Overview of Memory-Access Sampling Differences on Modern x86 CPUs, Proceedings of the 21st International Workshop on Data Management on New Hardware, DaMoN 2025, Berlin, Germany, June 22-27, 2025, 2025, 13:1--13:4, July, {ACM}, https://doi.org/10.1145/3736227.3736241, Kuehn.etal.2025a,

Associated Lamarr Researchers

lamarr institute person Teubner Jens - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Prof. Dr. Jens Teubner

Principal Investigator Resource-aware ML to the profile