Traffic management: A holistic approach to memory placement on NUMA systems

International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS

Volumn , Issue , 2013, Pages 381-383

  Dashti, Mohammad ^a   Fedorova, Alexandra ^a   Funston, Justin ^a   Gaud, Fabien ^a   Lachaize, Renaud ^b   Lepers, Baptiste ^c   Quéma, Vivien ^d   Roth, Mark ^a  

^a SIMON FRASER UNIVERSITY   (Canada)

^b UJF   (France)

^c CNRS   (France)

^d GRENOBLE INSTITUTE OF TECHNOLOGY   (France)

Author keywords

Multicore; NUMA; Operating systems; Scheduling

Indexed keywords

DATA-INTENSIVE APPLICATION; HOLISTIC APPROACH; MULTI CORE; NON UNIFORM MEMORY ACCESS; NUMA; PERFORMANCE IMPROVEMENTS; PLACEMENT ALGORITHM; TRAFFIC MANAGEMENT;

ALGORITHMS; COMPUTER OPERATING SYSTEMS; OPTIMIZATION; SCHEDULING; TRAFFIC CONGESTION;

HARDWARE;

EID: 84875650624     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2451116.2451157     Document Type: Conference Paper

References (33)

1. AMD64 Technology Lightweight Profiling Specification, Aug. 2010. http://support.amd.com/us/Processor-TechDocs/43724.pdf.
2. AutoNUMA: the other approach to NUMA scheduling. LWN.net, Mar. 2012. http://lwn.net/Articles/488709/.
3. M. Awasthi, D. Nellans, K. Sudan, R. Balasubramonian, and A. Davis. Handling the problems and opportunities posed by multiple on-chip memory controllers. In PACT, 2010.
4. A. Baumann, P. Barham, P.-E. Dagand, T. Harris, R. Isaacs, S. Peter, T. Roscoe, A. Schüpbach, and A. Singhania. The Multikernel: A New OS Architecture for Scalable Multicore Systems. In SOSP, 2009.
5. S. Blagodurov, S. Zhuravlev, M. Dashti, and A. Fedorova. A Case for NUMA-aware Contention Management on Multicore Systems. In USENIX ATC, 2011.
6. W. Bolosky, R. Fitzgerald, and M. Scott. Simple but Effective Techniques for NUMA Memory Management. In SOSP, 1989.
7. S. Boyd-Wickizer, H. Chen, R. Chen, Y. Mao, F. Kaashoek, R. Morris, A. Pesterev, L. Stein, M. Wu, Y. Dai, Y. Zhang, and Z. Zhang. Corey: an operating system for many cores. In OSDI, 2008.
8. S. Boyd-Wickizer, M. F. Kaashoek, R. Morris, and N. Zeldovich. A software approach to unifying multicore caches. Technical Report MIT-CSAIL-TR-2011-032, 2011.
9. T. Brecht. On the Importance of Parallel Application Placement in NUMA Multiprocessors. In USENIX SEDMS, 1993.
10. CSU Face Identification Evaluation System. http://www.cs.colostate.edu/ evalfacerec/index10.php.
11. B. Dally. Power, programmability, and granularity: The challenges of exascale computing. http://techtalks.tv/talks/54110.
12. P. Drongowski and B. Center. Instruction-based sampling: A new performance analysis technique for amd family 10h processors. 2007.
13. M. Ferdman, A. Adileh, O. Kocberber, S. Volos, M. Alisafaee, D. Jevdjic, C. Kaynak, A. D. Popescu, A. Ailamaki, and B. Falsafi. Clearing the clouds: A study of emerging scale-out workloads on modern hardware. In ASPLOS, 2012.
14. B. Gamsa, O. Krieger, and M. Stumm. Tornado: Maximizing Locality and Concurrency in a Shared Memory Multiprocessor Operating System. In OSDI, 1999.
15. A. Kamali. Sharing aware scheduling on multicore systems. In MSc Thesis, Simon Fraser Univ., 2010.
16. R. Knauerhase, P. Brett, B. Hohlt, T. Li, and S. Hahn. Using OS Observations to Improve Performance in Multicore Systems. IEEE Micro, 28(3):pp. 54-66, 2008.
17. R. Lachaize, B. Lepers, and V. Quéma. MemProf: A Memory Profiler for NUMA Multicore Systems. In USENIX ATC, 2012.
18. R. P. LaRowe Jr., C. S. Ellis, and M. A. Holliday. Evaluation of NUMA Memory Management Through Modeling and Measurements. IEEE TPDS, 3:686-701, 1991.
19. Z. Majo and T. R. Gross. Memory management in numa multicore systems: Trapped between cache contention and interconnect overhead. In ISMM, 2011.
20. Z. Majo and T. R. Gross. Memory System Performance in a NUMA Multicore Multiprocessor. In SYSTOR, 2011.
21. A. Merkel, J. Stoess, and F. Bellosa. Resource-Conscious Scheduling for Energy Efficiency on Multicore Processors. In EuroSys, 2010.
22. Metis MapReduce Library. http://pdos.csail.mit.edu/metis/.
23. Z. Metreveli, N. Zeldovich, and F. Kaashoek. Cphash: a cachepartitioned hash table. In PPoPP, 2012.
24. NAS Parallel Benchmarks. http://www.nas.nasa.gov/publications/npb.html.
25. I. Pandis, R. Johnson, N. Hardavellas, and A. Ailamaki. Data-oriented transaction execution. Proc. VLDB Endow., 3:928-939, September 2010. ISSN 2150-8097.
26. PARSEC Benchmark Suite. http://parsec.cs.princeton.edu/.
27. A. Pesterev, N. Zeldovich, and R. T. Morris. Locating cache performance bottlenecks using data profiling. In EuroSys, 2010.
28. T.-I. Salomie, I. E. Subasu, J. Giceva, and G. Alonso. Database engines on multicores, why parallelize when you can distribute? In EuroSys, 2011.
29. X. Song, H. Chen, R. Chen, Y. Wang, and B. Zang. A case for scaling applications to many-core with OS clustering. In EuroSys, 2011.
30. D. Tam, R. Azimi, and M. Stumm. Thread Clustering: Sharing-Aware Scheduling on SMP-CMP-SMT Multiprocessors. In EuroSys, 2007.
31. B. Verghese, S. Devine, A. Gupta, and M. Rosenblum. Operating system support for improving data locality on CC-NUMA compute servers. In ASPLOS, 1996.
32. J. Zhou and B. Demsky. Memory management for many-core processors with software configurable locality policies. In ISMM, 2012.
33. S. Zhuravlev, S. Blagodurov, and A. Fedorova. Addressing Contention on Multicore Processors via Scheduling. In ASPLOS, 2010.