Research Summary
Research interests are designing, implementing, evaluating and tuning computer systems that span the spectrum of application domains from high performance clusters and shared memory multiprocessors to embedded resource-constrained systems.
Research Keywords
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Recent Publications
Data Center Power and Energy Management: Past, Present, and Future
Bianchini, R., Belady, C. & Sivasubramaniam, A., 2024, In: IEEE Micro. 44, 5, p. 30-36 7 p.Research output: Contribution to journal › Article › peer-review
SplitRPC: A Control + Data Path Splitting RPC Stack for ML Inference Serving
Kumar, A., Sivasubramaniam, A. & Zhu, T., May 22 2023, In: Proceedings of the ACM on Measurement and Analysis of Computing Systems. 7, 2, 30.Research output: Contribution to journal › Article › peer-review
SplitRPC: A {Control + Data} Path Splitting RPC Stack for ML Inference Serving
Kumar, A., Sivasubramaniam, A. & Zhu, T., Jun 19 2023, In: Performance Evaluation Review. 51, 1, p. 13-14 2 p.Research output: Contribution to journal › Article › peer-review
IoTRepair: Flexible Fault Handling in Diverse IoT Deployments
Norris, M., Celik, Z. B., Venkatesh, P., Zhao, S., Mcdaniel, P., Sivasubramaniam, A. & Tan, G., Aug 2022, In: ACM Transactions on Internet of Things. 3, 3, 3532194.Research output: Contribution to journal › Article › peer-review
User Placement and Optimal Cooling Energy for Co-working Building Spaces
Nagarathinam, S., Vasan, A., Sarangan, V., Jayaprakash, R. & Sivasubramaniam, A., Jan 2021, In: ACM Transactions on Cyber-Physical Systems. 5, 2, 3432818.Research output: Contribution to journal › Article › peer-review
GCN meets GPU: Decoupling “When to sample” from “How to sample”
Ramezani, M., Cong, W., Mahdavi, M., Sivasubramaniam, A. & Kandemir, M. T., 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
Stochastic modeling and optimization of stragglers
Farhat, F., Tootaghaj, D. Z., He, Y., Sivasubramaniam, A., Kandemir, M. & Das, C. R., Oct 1 2018, In: IEEE Transactions on Cloud Computing. 6, 4, p. 1164-1177 14 p., 7450631.Research output: Contribution to journal › Article › peer-review
A Stochastic Optimal Control Approach for Exploring Tradeoffs between Cost Savings and Battery Aging in Datacenter Demand Response
Mamun, A. A., Narayanan, I., Wang, D., Sivasubramaniam, A. & Fathy, H. K., Jan 2018, In: IEEE Transactions on Control Systems Technology. 26, 1, p. 360-367 8 p., 7812654.Research output: Contribution to journal › Article › peer-review
Collective learning of lithium-ion aging model parameters for battery health-conscious demand response in datacenters
Mamun, A., Sivasubramaniam, A. & Fathy, H. K., Jul 1 2018, In: Energy. 154, p. 80-95 16 p.Research output: Contribution to journal › Article › peer-review
HL-PCM: MLC PCM Main Memory with Accelerated Read
Arjomand, M., Jadidi, A., Kandemir, M. T., Sivasubramaniam, A. & Das, C. R., Nov 1 2017, In: IEEE Transactions on Parallel and Distributed Systems. 28, 11, p. 3188-3200 13 p., 7930492.Research output: Contribution to journal › Article › peer-review
Exploiting intra-request slack to improve SSD performance
Elyasi, N., Arjomand, M., Sivasubramaniam, A., Kandemir, M. T., Das, C. R. & Jung, M., Apr 4 2017, In: ACM SIGPLAN Notices. 52, 4, p. 375-388 14 p.Research output: Contribution to journal › Article › peer-review
Energy efficient thermal comfort in open-plan office buildings
Nagarathinam, S., Doddi, H., Vasan, A., Sarangan, V., Venkata Ramakrishna, P. & Sivasubramaniam, A., Mar 15 2017, In: Energy and Buildings. 139, p. 476-486 11 p.Research output: Contribution to journal › Article › peer-review
Sense and sensibility – The utility of HVAC sensors for large zones
Nagarathinam, S., Padullaparthi, V. R., Vasan, A., Sarangan, V. & Sivasubramaniam, A., Mar 1 2017, In: Energy and Buildings. 138, p. 104-117 14 p.Research output: Contribution to journal › Article › peer-review
Multi-objective optimization of demand response in a datacenter with lithium-ion battery storage
Mamun, A., Narayanan, I., Wang, D., Sivasubramaniam, A. & Fathy, H. K., Aug 1 2016, In: Journal of Energy Storage. 7, p. 258-269 12 p.Research output: Contribution to journal › Article › peer-review
SSD Failures in Datacenters
Narayanan, I., Wang, D., Jeon, M., Sharma, B., Caulfield, L., Sivasubramaniam, A., Cutler, B., Liu, J., Khessib, B. & Vaid, K., Jun 2016, In: Performance Evaluation Review. 44, 1, p. 407-408 2 p.Research output: Contribution to journal › Article › peer-review