Mahmut Kandemir
Mahmut Kandemir's research interests are in optimizing compilers, runtime systems, mobile systems, embedded systems, I/O and high-performance storage, nonvolatile processors and memory, and the latest trends in public cloud services.
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Recent Publications
Message from the Program Chairs IISWC 2025
Arunachalam, M. & Kandemir, M. T., 2025, In: Proceedings - 2025 IEEE International Symposium on Workload Characterization, IISWC 2025. p. xiiResearch output: Contribution to journal › Editorial › peer-review
FPGA-based accelerator for adaptive banded event alignment in nanopore sequencing data analysis
Feng, Y., Li, Z., Gudukbay Akbulut, G., Narayanan, V., Kandemir, M. T. & Das, C. R., Dec 2025, In: BMC bioinformatics. 26, 1, 83.Research output: Contribution to journal › Article › peer-review
KegAlign: optimizing pairwise alignments with diagonal partitioning
Gulhan, A. B., Burhans, R., Harris, R., Kandemir, M., Haeussler, M. & Nekrutenko, A., Dec 2025, In: Genome biology. 26, 1, 389.Research output: Contribution to journal › Article › peer-review
TPNM: A CXL Based General Purpose Tiered Process Near Memory Framework
Huo, P., Devulapally, A., Al Maruf, H., Arunachalam, M., Kandemir, M. T. & Narayanan, V., 2025, In: IEEE International Symposium on Performance Analysis of Systems and Software/ISPASS. 2025, p. 374-376 3 p.Research output: Contribution to journal › Conference article › peer-review
Containerized In-Storage Processing and Computing-Enabled Solid-State Drive Disaggregation
Kwon, M., Gouk, D., Na, E., Kim, J., Kim, J., Woo, H., Ryu, E., Choi, H., Baek, J., Bae, H., Kandemir, M. & Jung, M., 2025, In: IEEE Micro. 45, 6, p. 24-35 12 p.Research output: Contribution to journal › Article › peer-review
Speculative Monte-Carlo Tree Search
Cheng, S., Kandemir, M. T. & Hong, D. Y., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
Thorough characterization and analysis of large transformer model training at-scale
Cheng, S., Lin, J. L., Emani, M., Raskar, S., Foreman, S., Xie, Z., Vishwanath, V. & Kandemir, M. T., Feb 21 2024, In: Proceedings of the ACM on Measurement and Analysis of Computing Systems. 8, 1, 8.Research output: Contribution to journal › Article › peer-review
Thorough Characterization and Analysis of Large Transformer Model Training At-Scale
Cheng, S., Lin, J. L., Emani, M., Raskar, S., Foreman, S., Xie, Z., Vishwanath, V. & Kandemir, M. T., Jun 10 2024, In: Performance Evaluation Review. 52, 1, p. 39-40 2 p.Research output: Contribution to journal › Article › peer-review
Parallelization Strategies for DLRM Embedding Bag Operator on AMD CPUs
Nair, K., Pandey, A. C., Karabannavar, S., Arunachalam, M., Kalamatianos, J., Agrawal, V., Gupta, S., Sirasao, A., Delaye, E., Reinhardt, S., Vivekanandham, R., Wittig, R., Kathail, V., Gopalakrishnan, P., Pareek, S., Jain, R., Kandemir, M. T., Lin, J. L., Akbulut, G. G. & Das, C. R., 2024, In: IEEE Micro. 44, 6, p. 44-51 8 p.Research output: Contribution to journal › Article › peer-review
An Efficient Edge-Cloud Partitioning of Random Forests for Distributed Sensor Networks
Shen, T., Mishra, C. S., Sampson, J., Kandemir, M. T. & Narayanan, V., Mar 1 2024, In: IEEE Embedded Systems Letters. 16, 1, p. 21-24 4 p.Research output: Contribution to journal › Article › peer-review
A Graphical Representation of Sensor Mapping for Machine Tool Fault Monitoring and Prognostics for Smart Manufacturing
Hanchate, A., Dave, P. S., Verma, A., Tiwari, A., Mishra, C. S., Kumara, S. R. T., Srivastava, A., Yang, H., Narayanan, V., Sampson, J. M., Kandemir, M. T., Lee, K. H., Pugh, T. M., Jorden, A., Natarajan, G., Sagapuram, D. & Bukkapatnam, S. T. S., Jun 5 2023, In: Smart and Sustainable Manufacturing Systems. 7, 1, p. 82-110 29 p.Research output: Contribution to journal › Article › peer-review
Quantifying and Mitigating Cache Side Channel Leakage with Differential Set
Ma, C., Wu, D., Tan, G., Kandemir, M. T. & Zhang, D., Oct 16 2023, In: Proceedings of the ACM on Programming Languages. 7, OOPSLA2, 274.Research output: Contribution to journal › Article › peer-review
Quantifying the impact of data replication on error propagation
Ozturk, Z., Topcuoglu, H. R. & Kandemir, M. T., Jun 2023, In: Cluster Computing. 26, 3, p. 1985-1999 15 p.Research output: Contribution to journal › Article › peer-review
Design of a High-Performance, High-Endurance Key-Value SSD for Large-Key Workloads
Park, C., Liu, C. Y., Kang, K., Kandemir, M. & Choi, W., Jul 1 2023, In: IEEE Computer Architecture Letters. 22, 2, p. 149-152 4 p.Research output: Contribution to journal › Article › peer-review
End-to-end Characterization of Game Streaming Applications on Mobile Platforms
Bhuyan, S., Zhao, S., Ying, Z., Kandemir, M. T. & Das, C. R., Mar 2022, In: Proceedings of the ACM on Measurement and Analysis of Computing Systems. 6, 1, 10.Research output: Contribution to journal › Article › peer-review