All Stories

  1. MLAM: A Machine Learning-Aided Architectural BottleneckAnalysis Model for x86 Architectures

    Article • ACM SIGMETRICS Performance Evaluation Review, August 2025, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  2. AnyKey: A Key-Value SSD for All Workload Types

    Article • March 2025, ACM (Association for Computing Machinery)

    Kyungtae Kang, Mahmut Kandemir

  3. Load and MLP-Aware Thread Orchestration for Recommendation Systems Inference on CPUs

    Article • March 2025, ACM (Association for Computing Machinery)

    Rishabh Jain, John Kalamatianos, Mahmut Kandemir

  4. Pirate: No Compromise Low-Bandwidth VR Streaming for Edge Devices

    Article • March 2025, ACM (Association for Computing Machinery)

    Mahmut Kandemir

  5. Towards SLO-Compliant and Cost-Effective Serverless Computing on Emerging GPU Architectures

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

    Mahmut Kandemir, Rishabh Jain

  6. SpotVerse: Optimizing Bioinformatics Workflows with Multi-Region Spot Instances in Galaxy and Beyond

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

    Mahmut Kandemir

  7. SmartGraph: A Framework for Graph Processing in Computational Storage

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

    Mahmut Kandemir

  8. FAAStloop: Optimizing Loop-Based Applications for Serverless Computing

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

    Mahmut Kandemir, Shruti Mohanty

  9. Foveated HDR: Efficient HDR Content Generation on Edge Devices Leveraging User's Visual Attention

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

    Mahmut Kandemir

  10. GameStreamSR: Enabling Neural-Augmented Game Streaming on Commodity Mobile Platforms

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Mahmut Kandemir

  11. 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

  12. 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

  13. Minimizing Coherence Errors via Dynamic Decoupling

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

    Mahmut Kandemir

  14. 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

  15. Impact of Write-Allocate Elimination on Fujitsu A64FX

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

    Sayan Ghosh, Mahmut Kandemir

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

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

    Mahmut Kandemir

  17. Hardware Support for Constant-Time Programming

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

    Mahmut Kandemir

  18. Architecture-Aware Currying

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mahmut Kandemir

  19. 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

  20. Optimizing CPU Performance for Recommendation Systems At-Scale

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

    Mahmut Kandemir, Rishabh Jain

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

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

    Mahmut Kandemir

  22. Cypress

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

  27. Pushing Point Cloud Compression to the Edge

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

    Mahmut Kandemir

  28. 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

  29. Memory Space Recycling

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

    Mahmut Kandemir

  30. Data Convection

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

    Mahmut Kandemir

  31. Data Convection

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

  33. Memory Space Recycling

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

  35. 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

  36. Memory Space Recycling

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

    Mahmut Kandemir

  37. Data Convection

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

    Mahmut Kandemir

  38. Kraken

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

    Mahmut Kandemir

  39. 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

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

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir, Vineetha Govindaraj

  43. 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

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

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

    Mahmut Kandemir

  45. Ghost Thread

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

    Mahmut Kandemir

  46. SplitServe

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

    Mahmut Kandemir

  47. Fifer

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

    Mahmut Kandemir

  48. Implications of Public Cloud Resource Heterogeneity for Inference Serving

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

  51. Computing with Near Data

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

    Mahmut Kandemir

  52. Quantifying Data Locality in Dynamic Parallelism in GPUs

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

    Mahmut Kandemir

  53. Architecture-Aware Approximate Computing

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

    Mahmut Kandemir

  54. Distilling the Essence of Raw Video to Reduce Memory Usage and Energy at Edge Devices

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

    Mahmut Kandemir

  55. 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

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

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

    Mahmut Kandemir

  57. 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

  58. NEOFog

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

    Mahmut Kandemir

  59. ReveNAND

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

  62. 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

  63. 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

  64. 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

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

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

    Mahmut Kandemir

  66. Exploiting Intra-Request Slack to Improve SSD Performance

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

    Mahmut Kandemir

  67. Exploiting Intra-Request Slack to Improve SSD Performance

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

  69. VIP

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

  72. Optimizing off-chip accesses in multicores

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

    Mahmut Kandemir

  73. EECache

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

    Mahmut Kandemir

  74. 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

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

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

    Mahmut Kandemir

  76. VIP

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

  79. Optimizing off-chip accesses in multicores

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

    Mahmut Kandemir

  80. TaPEr

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

    Mahmut Kandemir

  81. 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

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

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

    Mahmut Kandemir

  83. Trading cache hit rate for memory performance

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

    Mahmut Kandemir

  84. Orchestrated scheduling and prefetching for GPGPUs

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

    Mahmut Kandemir

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

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

    Mahmut Kandemir

  86. Physically addressed queueing (PAQ)

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

    Mahmut Kandemir

  87. A compiler framework for extracting superword level parallelism

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

    Mahmut Kandemir

  88. A compiler framework for extracting superword level parallelism

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

    Mahmut Kandemir