All Stories

  1. Thorough Characterization and Analysis of Large Transformer Model Training At-Scale

    Article • ACM SIGMETRICS Performance Evaluation Review, June 2024, ACM (Association for Computing Machinery)

    Computational Scientist Sam Foreman, Mahmut Kandemir

  2. Thorough Characterization and Analysis of Large Transformer Model Training At-Scale

    Article • June 2024, ACM (Association for Computing Machinery)

    Computational Scientist Sam Foreman, Mahmut Kandemir

  3. Minimizing Coherence Errors via Dynamic Decoupling

    Article • May 2024, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  4. Thorough Characterization and Analysis of Large Transformer Model Training At-Scale

    Article • Proceedings of the ACM on Measurement and Analysis of Computing Systems, February 2024, ACM (Association for Computing Machinery)

    Computational Scientist Sam Foreman, Mahmut Kandemir

  5. Impact of Write-Allocate Elimination on Fujitsu A64FX

    Article • January 2024, ACM (Association for Computing Machinery)

    Sayan Ghosh, Mahmut Kandemir

  6. MBFGraph: An SSD-based External Graph System for Evolving Graphs

    Article • November 2023, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  7. Hardware Support for Constant-Time Programming

    Article • October 2023, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  8. Quantifying and Mitigating Cache Side Channel Leakage with Differential Set

    Article • Proceedings of the ACM on Programming Languages, October 2023, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  9. Optimizing CPU Performance for Recommendation Systems At-Scale

    Article • June 2023, ACM (Association for Computing Machinery)

    Mahmut Kandemir, Rishabh Jain

  10. EdgePC: Efficient Deep Learning Analytics for Point Clouds on Edge Devices

    Article • June 2023, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  11. Cypress

    Article • November 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  12. Multi-resource fair allocation for consolidated flash-based caching systems

    Article • November 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  13. Fine-Granular Computation and Data Layout Reorganization for Improving Locality

    Article • October 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  14. An architecture interface and offload model for low-overhead, near-data, distributed accelerators

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mahmut Kandemir

  15. Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mahmut Kandemir

  16. Pushing Point Cloud Compression to the Edge

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mahmut Kandemir

  17. End-to-end Characterization of Game Streaming Applications on Mobile Platforms

    Article • ACM SIGMETRICS Performance Evaluation Review, June 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  18. Memory Space Recycling

    Article • ACM SIGMETRICS Performance Evaluation Review, June 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  19. Data Convection

    Article • ACM SIGMETRICS Performance Evaluation Review, June 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  20. Data Convection

    Article • June 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  21. End-to-end Characterization of Game Streaming Applications on Mobile Platforms

    Article • June 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  22. Memory Space Recycling

    Article • June 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  23. A Scheduling Framework for Decomposable Kernels on Energy Harvesting IoT Edge Nodes

    Article • June 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  24. End-to-end Characterization of Game Streaming Applications on Mobile Platforms

    Article • Proceedings of the ACM on Measurement and Analysis of Computing Systems, February 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  25. Memory Space Recycling

    Article • Proceedings of the ACM on Measurement and Analysis of Computing Systems, February 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  26. Data Convection

    Article • Proceedings of the ACM on Measurement and Analysis of Computing Systems, February 2022, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  27. Kraken

    Article • November 2021, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  28. SpecSafe: detecting cache side channels in a speculative world

    Article • Proceedings of the ACM on Programming Languages, October 2021, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  29. Mix and Match: Reorganizing Tasks for Enhancing Data Locality

    Article • ACM SIGMETRICS Performance Evaluation Review, June 2021, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  30. Distance-in-time versus distance-in-space

    Article • June 2021, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  31. Fluid: a framework for approximate concurrency via controlled dependency relaxation

    Article • June 2021, ACM (Association for Computing Machinery)

    Mahmut Kandemir, Vineetha Govindaraj

  32. Mix and Match: Reorganizing Tasks for Enhancing Data Locality

    Article • Proceedings of the ACM on Measurement and Analysis of Computing Systems, June 2021, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  33. Mix and Match: Reorganizing Tasks for Enhancing Data Locality

    Article • May 2021, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  34. Ghost Thread

    Article • April 2021, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  35. SplitServe

    Article • December 2020, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  36. Fifer

    Article • December 2020, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  37. Implications of Public Cloud Resource Heterogeneity for Inference Serving

    Article • December 2020, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  38. Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks

    Article • August 2020, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  39. Déjà View: Spatio-Temporal Compute Reuse for‘ Energy-Efficient 360° VR Video Streaming

    Article • May 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mahmut Kandemir

  40. Computing with Near Data

    Article • ACM SIGMETRICS Performance Evaluation Review, December 2019, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  41. Quantifying Data Locality in Dynamic Parallelism in GPUs

    Article • ACM SIGMETRICS Performance Evaluation Review, December 2019, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  42. Architecture-Aware Approximate Computing

    Article • ACM SIGMETRICS Performance Evaluation Review, December 2019, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  43. Architecture-Aware Approximate Computing

    Article • Proceedings of the ACM on Measurement and Analysis of Computing Systems, June 2019, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  44. Co-optimizing memory-level parallelism and cache-level parallelism

    Article • June 2019, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  45. Quantifying Data Locality in Dynamic Parallelism in GPUs

    Article • Proceedings of the ACM on Measurement and Analysis of Computing Systems, December 2018, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  46. NEOFog

    Article • ACM SIGPLAN Notices, November 2018, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  47. ReveNAND

    Article • ACM Transactions on Architecture and Code Optimization, June 2018, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  48. Enhancing computation-to-core assignment with physical location information

    Article • ACM SIGPLAN Notices, June 2018, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  49. Enhancing computation-to-core assignment with physical location information

    Article • June 2018, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  50. Exploiting Data Longevity for Enhancing the Lifetime of Flash-based Storage Class Memory

    Article • ACM SIGMETRICS Performance Evaluation Review, September 2017, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  51. Exploiting Data Longevity for Enhancing the Lifetime of Flash-based Storage Class Memory

    Article • Proceedings of the ACM on Measurement and Analysis of Computing Systems, June 2017, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  52. A Study on Performance and Power Efficiency of Dense Non-Volatile Caches in Multi-Core Systems

    Article • ACM SIGMETRICS Performance Evaluation Review, June 2017, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  53. Hardware-Software Co-design to Mitigate DRAM Refresh Overheads

    Article • ACM SIGPLAN Notices, May 2017, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  54. Exploiting Intra-Request Slack to Improve SSD Performance

    Article • ACM SIGPLAN Notices, May 2017, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  55. Exploiting Intra-Request Slack to Improve SSD Performance

    Article • ACM SIGARCH Computer Architecture News, May 2017, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  56. Hardware-Software Co-design to Mitigate DRAM Refresh Overheads

    Article • ACM SIGARCH Computer Architecture News, May 2017, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  57. VIP

    Article • ACM SIGARCH Computer Architecture News, January 2016, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  58. A case for core-assisted bottleneck acceleration in GPUs

    Article • ACM SIGARCH Computer Architecture News, January 2016, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  59. Anatomy of GPU Memory System for Multi-Application Execution

    Article • October 2015, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  60. Optimizing off-chip accesses in multicores

    Article • ACM SIGPLAN Notices, August 2015, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  61. EECache

    Article • ACM Transactions on Architecture and Code Optimization, July 2015, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  62. Memory Row Reuse Distance and its Role in Optimizing Application Performance

    Article • ACM SIGMETRICS Performance Evaluation Review, June 2015, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  63. Memory Row Reuse Distance and its Role in Optimizing Application Performance

    Article • June 2015, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  64. VIP

    Article • June 2015, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  65. A case for core-assisted bottleneck acceleration in GPUs

    Article • June 2015, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  66. Network footprint reduction through data access and computation placement in NoC-based manycores

    Article • June 2015, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  67. Optimizing off-chip accesses in multicores

    Article • June 2015, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  68. TaPEr

    Article • May 2015, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  69. Volatile STT-RAM Scratchpad Design and Data Allocation for Low Energy

    Article • ACM Transactions on Architecture and Code Optimization, January 2015, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  70. Application-aware Memory System for Fair and Efficient Execution of Concurrent GPGPU Applications

    Article • March 2014, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  71. Trading cache hit rate for memory performance

    Article • January 2014, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  72. Orchestrated scheduling and prefetching for GPGPUs

    Article • January 2013, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  73. Performance enhancement under power constraints using heterogeneous CMOS-TFET multicores

    Article • October 2012, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  74. Physically addressed queueing (PAQ)

    Article • ACM SIGARCH Computer Architecture News, September 2012, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  75. A compiler framework for extracting superword level parallelism

    Article • ACM SIGPLAN Notices, August 2012, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  76. A compiler framework for extracting superword level parallelism

    Article • June 2012, ACM (Association for Computing Machinery)

    Mahmut Kandemir