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
These keywords and phrases come from the publications and other research output of this person. See other researchers related to these topics by clicking on any keyword.
Recent Publications
Datacenter power and energy management: past, present, and future
Bianchini, R., Belady, C. & Sivasubramaniam, A., 2024, (Accepted/In press) In: IEEE Micro. p. 1-9 9 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