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Recent Publications
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
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
End-to-end Characterization of Game Streaming Applications on Mobile Platforms
Bhuyan, S., Zhao, S., Ying, Z., Kandemir, M. T. & Das, C. R., Jun 2022, In: Performance Evaluation Review. 50, 1, p. 11-12 2 p.Research output: Contribution to journal › Article › peer-review
GPU-accelerated and pipelined methylation calling
Feng, Y., Gudukbay Akbulut, G., Tang, X., Gunasekaran, J. R., Rahman, A., Medvedev, P. & Kandemir, M., 2022, In: Bioinformatics Advances. 2, 1, vbac088.Research output: Contribution to journal › Article › peer-review
Predicting Protein-Ligand Docking Structure with Graph Neural Network
Jiang, H., Wang, J., Cong, W., Huang, Y., Ramezani, M., Sarma, A., Dokholyan, N. V., Mahdavi, M. & Kandemir, M. T., Jun 27 2022, In: Journal of Chemical Information and Modeling. 62, 12, p. 2923-2932 10 p.Research output: Contribution to journal › Review article › peer-review
Data Convection: A GPU-Driven Case Study for Thermal-Aware Data Placement in 3D DRAMs
Khadirsharbiyani, S., Kotra, J., Rao, K. & Kandemir, M., Mar 2022, In: Proceedings of the ACM on Measurement and Analysis of Computing Systems. 6, 1, 7.Research output: Contribution to journal › Article › peer-review
Data Convection: A GPU-Driven Case Study for Thermal-Aware Data Placement in 3D DRAMs
Khadirsharbiyani, S., Kotra, J., Rao, K. & Kandemir, M. T., Jun 2022, In: Performance Evaluation Review. 50, 1, p. 37-38 2 p.Research output: Contribution to journal › Article › peer-review
Studying error propagation on application data structure and hardware
Ozturk, Z., Topcuoglu, H. R. & Kandemir, M. T., Nov 2022, In: Journal of Supercomputing. 78, 17, p. 18691-18724 34 p.Research output: Contribution to journal › Article › peer-review
Memory Space Recycling
Ryoo, J., Kandemir, M. T. & Karakoy, M., Mar 2022, In: Proceedings of the ACM on Measurement and Analysis of Computing Systems. 6, 1, 14.Research output: Contribution to journal › Article › peer-review
Memory Space Recycling
Ryoo, J., Kandemir, M. T. & Karakoy, M., Jun 2022, In: Performance Evaluation Review. 50, 1, p. 35-36 2 p.Research output: Contribution to journal › Article › peer-review