Rayadurgam Srikant

1988 …2019
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Research Output 1988 2019

2019

Convergence Rate of Distributed Consensus with Nonuniform Delays

Doan, T. T., Beck, C. L. & Srikant, R., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1294-1298 5 p. 8645450. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Topology
Communication
Computer simulation

Delay asymptotics and bounds for multitask parallel jobs

Wang, W., Harchol-Balter, M., Jiang, H., Scheller-Wolf, A. & Srikant, R., Apr 15 2019, In : Queueing Systems. 91, 3-4, p. 207-239 33 p.

Research output: Contribution to journalArticle

Bins
Parallel processing systems
Servers

Delay asymptotics and bounds for multi-task parallel jobs

Wang, W., Harchol-Balter, M., Jiang, H., Scheller-Wolf, A. & Srikant, R., Jan 25 2019, In : Performance Evaluation Review. 46, 3, p. 2-7 6 p.

Research output: Contribution to journalConference article

Bins
Parallel processing systems
Servers

Identification and Asymptotic Localization of Rumor Sources Using the Method of Types

Kesavareddigari, H., Spencer, S., Eryilmaz, A. & Srikant, R., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Network Science and Engineering.

Research output: Contribution to journalArticle

Stars

Learning latent events from network message logs

Satpathi, S., Deb, S., Srikant, R. & Yan, H., Aug 2019, In : IEEE/ACM Transactions on Networking. 27, 4, p. 1728-1741 14 p., 3370621.

Research output: Contribution to journalArticle

Direct analogs
Unsupervised learning
Scalability
Computational complexity
Hardware

Learning to control renewal processes with bandit feedback

Cayci, S., Eryilmaz, A. & Srikant, R., Jun 20 2019, SIGMETRICS Performance 2019 - Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 41-42 2 p. (SIGMETRICS Performance 2019 - Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Feedback
Controllers
Learning algorithms
Statistics

Link Rate Selection using Constrained Thompson Sampling

Gupta, H., Eryilmaz, A. & Srikant, R., Apr 2019, INFOCOM 2019 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 739-747 9 p. 8737610. (Proceedings - IEEE INFOCOM; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sampling
Telecommunication links
Statistics
Channel state information
Learning algorithms

Optimal Search Segmentation Mechanisms for Online Platform Markets

Zheng, Z. & Srikant, R., Jan 1 2019, Web and Internet Economics - 15th International Conference, WINE 2019, Proceedings. Caragiannis, I., Mirrokni, V. & Nikolova, E. (eds.). Springer, p. 301-315 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11920 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Segmentation
Optimal Strategy
Hotels
Maximise
Multinomial Logit Model

Why deep neural networks for function approximation?

Liang, S. & Srikant, R., Jan 1 2019.

Research output: Contribution to conferencePaper

neural network
Neurons
Neural networks
Deep neural networks
Neural Networks
2018

Adding one neuron can eliminate all bad local minima

Liang, S., Sun, R., Lee, J. D. & Srikant, R., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4350-4360 11 p.

Research output: Contribution to journalConference article

Neurons
Neural networks

Communication networks: Pricing, congestion control, routing, and scheduling

Shakkottai, S. & Srikant, R., Aug 12 2018, Handbook of Dynamic Game Theory. Springer International Publishing, p. 1143-1184 42 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Congestion Control
Communication Networks
Pricing
Routing
Scheduling

Convergence Rate of Distributed Random Projections

Doan, T. T., Lubars, J., Beck, C. L. & Srikant, R., Jan 1 2018, In : IFAC-PapersOnLine. 51, 23, p. 373-378 6 p.

Research output: Contribution to journalArticle

Convex optimization
Constrained optimization
Learning systems
Servers

Convergence Rate of Distributed Subgradient Methods under Communication Delays

Doan, T. T., Beck, C. L. & Srikant, R., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 5310-5315 6 p. 8431382. (Proceedings of the American Control Conference; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Communication
Parallel algorithms
Computer science
Topology

Correcting the Output of Approximate Graph Matching Algorithms

Lubars, J. & Srikant, R., Oct 8 2018, INFOCOM 2018 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 1745-1753 9 p. 8486238. (Proceedings - IEEE INFOCOM; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Seed
Labels
Processing

Enhancing the reliability of out-of-distribution image detection in neural networks

Liang, S., Li, Y. & Srikant, R., Jan 1 2018.

Research output: Contribution to conferencePaper

neural network
Neural networks
Network architecture
scaling
Experiments

Heavy-traffic delay insensitivity in connection-level models of data transfer with proportionally fair bandwidth sharing

Wang, W., Srikant, R., Maguluri, S. T. & Ying, L., Mar 20 2018, In : Performance Evaluation Review. 45, 3, p. 232-245 14 p.

Research output: Contribution to journalConference article

Frequency allocation
Data transfer
Bandwidth
Lyapunov functions

Low-Complexity, Low-Regret Link Rate Selection in Rapidly-Varying Wireless Channels

Gupta, H., Eryilmaz, A. & Srikant, R., Oct 8 2018, INFOCOM 2018 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 540-548 9 p. 8486206. (Proceedings - IEEE INFOCOM; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Telecommunication links
Sampling
State feedback
Probability distributions
Wireless networks
Servers
Data storage equipment
Telecommunication traffic
Resource allocation
Redundancy
Markov processes
Time series
Random processes
Learning algorithms
Dynamic models

On the convergence rate of distributed gradient methods for finite-sum optimization under communication delays

Doan, T. T., Beck, C. L. & Srikant, R., Jun 12 2018, SIGMETRICS 2018 - Abstracts of the 2018 ACM International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 93-95 3 p. (SIGMETRICS 2018 - Abstracts of the 2018 ACM International Conference on Measurement and Modeling of Computer Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gradient methods
Communication
Parallel algorithms
Learning systems
Topology

Optimal heavy-traffic queue length scaling in an incompletely saturated switch

Maguluri, S. T., Burle, S. K. & Srikant, R., Apr 1 2018, In : Queueing Systems. 88, 3-4, p. 279-309 31 p.

Research output: Contribution to journalArticle

Scheduling algorithms
Switches
Routers
Internet
Heavy traffic

Pricing for Revenue Maximization in Inter-DataCenter Networks

Zheng, Z., Srikant, R. & Chen, G., Oct 8 2018, INFOCOM 2018 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 28-36 9 p. 8486311. (Proceedings - IEEE INFOCOM; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Costs
Data transfer
Dynamic programming
Resource allocation
Computational complexity

Understanding the loss surface of neural networks for binary classification

Liang, S., Sun, R., Li, Y. & Srikant, R., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 4420-4429 10 p. (35th International Conference on Machine Learning, ICML 2018; vol. 6).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Hinges
Neurons

Understanding the loss surface of single-layered neural networks for binary classification

Liang, S., Sun, R., Srikant, R. & Li, Y., Jan 1 2018.

Research output: Contribution to conferencePaper

neural network
Neural networks
performance
Hinges
Neurons

Wireless scheduling with deadline and power constraints

Liu, Y., Liu, X., Ying, L. & Srikant, R., May 21 2018, 2018 52nd Annual Conference on Information Sciences and Systems, CISS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scheduling
Throughput
Power control
Transmitters
Computational complexity
2017

Correction to “Queue-proportional rate allocation with per-link information in multihop wireless networks”

Li, B. & Srikant, R., Apr 1 2017, In : Queueing Systems. 85, 3-4, p. 383-385 3 p.

Research output: Contribution to journalLetter

Wireless networks
Queueing
Queue
Queueing system

Distributed Learning Algorithms for Spectrum Sharing in Spatial Random Access Wireless Networks

Cohen, K., Nedić, A. & Srikant, R., Jun 2017, In : IEEE Transactions on Automatic Control. 62, 6, p. 2854-2869 16 p., 7738417.

Research output: Contribution to journalArticle

Parallel algorithms
Learning algorithms
Wireless networks

Emulating round-robin in wireless networks

Li, B., Eryilmaz, A. & Srikant, R., Jul 10 2017, MobiHoc 2017 - Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing. Association for Computing Machinery, a21. (Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc); vol. Part F129153).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wireless networks
Scheduling
Throughput
Fading channels
Servers

On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression

Cohen, K., Nedic, A. & Srikant, R., Nov 2017, In : IEEE Transactions on Automatic Control. 62, 11, p. 5974-5981 8 p., 7932172.

Research output: Contribution to journalArticle

Additive noise

Structure identification in layered precedence networks

Kong, S. T., Katselis, D., Beck, C. L. & Srikant, R., Oct 6 2017, 1st Annual IEEE Conference on Control Technology and Applications, CCTA 2017. Institute of Electrical and Electronics Engineers Inc., p. 1177-1182 6 p. (1st Annual IEEE Conference on Control Technology and Applications, CCTA 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Structure Identification
Precedence Constraints
Vertex of a graph
Graph in graph theory
Network Structure

The power of slightly more than one sample in randomized load balancing

Ying, L., Srikant, R. & Kang, X., Aug 2017, In : Mathematics of Operations Research. 42, 3, p. 692-722 31 p.

Research output: Contribution to journalArticle

Load Balancing
Resource allocation
Queue
Servers
Server
2016

Controlled link shedding for maximizing supportable demand of a disrupted power network

Kesavareddigari, H., Eryilmaz, A. & Srikant, R., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 6972-6977 6 p. 7799343. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linear networks
Cascading Failure
Simulated annealing
Paradox
Stabilization

Correction to “Queue-proportional rate allocation with per-link information in multihop wireless networks”

Li, B. & Srikant, R., Oct 1 2016, In : Queueing Systems. 84, 1-2, p. 203-210 8 p.

Research output: Contribution to journalLetter

Queueing theory
Lyapunov functions
Wireless networks
Queue
Lyapunov function

Maximum likelihood rumor source detection in a star network

Spencer, S. & Srikant, R., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2199-2203 5 p. 7472067. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Maximum likelihood
Stars
Identification (control systems)

Mean-field-analysis of coding versus replication in cloud storage systems

Li, B., Ramamoorthy, A. & Srikant, R., Jul 27 2016, IEEE INFOCOM 2016 - 35th Annual IEEE International Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 7524626. (Proceedings - IEEE INFOCOM; vol. 2016-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Servers
Telecommunication traffic
Resource allocation
Redundancy
Recovery

On projected stochastic gradient descent algorithm with weighted averaging for least squares regression

Cohen, K., Nedich, A. & Srikant, R., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2314-2318 5 p. 7472090. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Additive noise

Optimal distributed scheduling of real-time traffic with hard deadlines

Lu, N., Li, B., Srikant, R. & Ying, L., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4408-4413 6 p. 7798938. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distributed Scheduling
Optimal Scheduling
Deadline
Scheduling
Traffic

Optimal Heavy-Traffic Queue Length Scaling in an Incompletely Saturated Switch

Maguluri, S. T., Burle, S. K. & Srikant, R., Jun 14 2016, SIGMETRICS/ Performance 2016 - Proceedings of the SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Science. Association for Computing Machinery, Inc, p. 13-14 2 p. (SIGMETRICS/ Performance 2016 - Proceedings of the SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scheduling algorithms
Switches
Routers
Internet

Queue-proportional rate allocation with per-link information in multihop wireless networks

Li, B. & Srikant, R., Aug 1 2016, In : Queueing Systems. 83, 3-4, p. 329-359 31 p.

Research output: Contribution to journalArticle

Wireless networks
Throughput
Lyapunov functions
Scheduling algorithms
Scheduling

Scheduling storms and streams in the cloud

Ghaderi, J., Shakkottai, S. & Srikant, R., Sep 2016, In : ACM Transactions on Modeling and Performance Evaluation of Computing Systems. 1, 4, a14.

Research output: Contribution to journalArticle

Servers
Scheduling
Costs
Scheduling algorithms
Resource allocation
2015

Algorithms with logarithmic or sublinear regret for constrained contextual bandits

Wu, H., Srikant, R., Liu, X. & Jiang, C., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 433-441 9 p.

Research output: Contribution to journalConference article

Linear programming
Costs

Bandits with budgets: Regret lower bounds and optimal algorithms

Combes, R., Jiang, C. & Srikant, R., Jun 24 2015, In : Performance Evaluation Review. 43, 1, p. 245-257 13 p.

Research output: Contribution to journalConference article

Costs
Search engines
Display devices
Experiments

Clustering and inference from pairwise comparisons

Wu, R., Xu, J., Srikant, R., Massoulié, L., Lelarge, M. & Hajek, B., Jun 24 2015, In : Performance Evaluation Review. 43, 1, p. 449-450 2 p.

Research output: Contribution to journalConference article

Maximum likelihood estimation

Distributed learning algorithms for spectrum sharing in spatial random access networks

Cohen, K., Nedich, A. & Srikant, R., Jul 6 2015, 2015 13th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2015. Institute of Electrical and Electronics Engineers Inc., p. 513-520 8 p. 7151113. (2015 13th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spectrum Sharing
Random Access
Distributed Algorithms
Parallel algorithms
Learning algorithms

Exploiting large system dynamics for designing simple data center schedulers

Zheng, Y., Shroff, N. B., Srikant, R. & Sinha, P., Aug 21 2015, 2015 IEEE Conference on Computer Communications, IEEE INFOCOM 2015. Institute of Electrical and Electronics Engineers Inc., p. 397-405 9 p. 7218405. (Proceedings - IEEE INFOCOM; vol. 26).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamical systems
Scheduling
Processing

Heavy-traffic behavior of the maxweight algorithm in a switch with uniform traffic

Maguluri, S. T. & Srikant, R., Sep 16 2015, In : Performance Evaluation Review. 43, 2, p. 72-74 3 p., 2825264.

Research output: Contribution to journalConference article

Switches
Scheduling algorithms

Improving channel utilization via cooperative spectrum sensing with opportunistic feedback in cognitive radio networks

So, J. & Srikant, R., Jun 1 2015, In : IEEE Communications Letters. 19, 6, p. 1065-1068 4 p., 7090950.

Research output: Contribution to journalArticle

Spectrum Sensing
Cognitive Radio Networks
Cognitive radio
Sensing
Feedback

On the impossibility of localizing multiple rumor sources in a line graph

Spencer, S. & Srikant, R., Sep 16 2015, In : Performance Evaluation Review. 43, 2, p. 66-68 3 p., 2825262.

Research output: Contribution to journalConference article

Identification (control systems)

On the universality of age-based scheduling in wireless networks

Li, B., Eryilmaz, A. & Srikant, R., Aug 21 2015, 2015 IEEE Conference on Computer Communications, IEEE INFOCOM 2015. Institute of Electrical and Electronics Engineers Inc., p. 1302-1310 9 p. 7218506. (Proceedings - IEEE INFOCOM; vol. 26).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wireless networks
Scheduling
Throughput
Carrier sense multiple access
Lyapunov functions

Power of d choices for large-scale bin packing: A loss model

Xie, Q., Dong, X., Lu, Y. & Srikant, R., Jun 24 2015, In : Performance Evaluation Review. 43, 1, p. 321-334 14 p.

Research output: Contribution to journalConference article

Bins
Servers
Blocking probability
Computer systems
Cloud computing