Anand Sivasubramaniam

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Affiliate Researcher
Titles and Affiliations
Distinguished Professor, Computer Science and Engineering

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

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 journalArticlepeer-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-December

Research output: Contribution to journalConference articlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-review

SSD Failures in Datacenters

Narayanan, I., Wang, DI., 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 journalArticlepeer-review

Fast and accurate evaluation of cooling in data centers

Bhagwat, H., Singh, U., Deodhar, A., Singh, A. & Sivasubramaniam, A., Mar 1 2015, In: Journal of Electronic Packaging, Transactions of the ASME. 137, 1, 011003.

Research output: Contribution to journalArticlepeer-review

Energy disaggregation analysis of a supermarket chain using a facility-model

Iyer, S. R., Sankar, M., Ramakrishna, P. V., Sarangan, V., Vasan, A. & Sivasubramaniam, A., Jun 15 2015, In: Energy and Buildings. 97, p. 65-76 12 p.

Research output: Contribution to journalArticlepeer-review

Physics-based simulation of the impact of demand response on lead-acid emergency power availability in a datacenter

Mamun, A., Wang, D., Narayanan, I., Sivasubramaniam, A. & Fathy, H. K., Feb 1 2015, In: Journal of Power Sources. 275, p. 516-524 9 p.

Research output: Contribution to journalArticlepeer-review

Exploiting Staleness for Approximating Loads on CMPs

Rengasamy, P. V., Sivasubramaniam, A., Kandemir, M. T. & Das, C. R., 2015, In: Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT. p. 343-354 12 p., 7429318.

Research output: Contribution to journalConference articlepeer-review