% csauthors.net - beta - BibTeX bibliography of Rajgopal Kannan
@inproceedings{conf/infocom/Kannan97,
title = {A Pipelined Single-Bit Controlled Sorting Network with O(N log2 N).},
year = {1997},
booktitle = {INFOCOM},
author = {{Rajgopal Kannan}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings IEEE INFOCOM '97, The Conference on Computer Communications, Sixteenth Annual Joint Conference of the IEEE Computer and Communications Societies, Driving the Information Revolution, Kobe, Japan, April 7-12, 1997}
}
@inproceedings{conf/infocom/KannanBLJ97,
title = {STWnet: A High Bandwidth Space-Time-Wavelength Multiplexed Optical Switching Network.},
year = {1997},
booktitle = {INFOCOM},
author = {{Rajgopal Kannan} and {Radim Bartos} and {Kyungsook Y. Lee} and {Harry F. Jordan}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings IEEE INFOCOM '97, The Conference on Computer Communications, Sixteenth Annual Joint Conference of the IEEE Computer and Communications Societies, Driving the Information Revolution, Kobe, Japan, April 7-12, 1997}
}
@article{journals/tcom/KannanBLJ97,
title = {SXmin: a self-routing high-performance ATM packet switch based on group-knockout principle.},
year = {1997},
journal = {IEEE Trans. Commun.},
author = {{Rajgopal Kannan} and {Radim Bartos} and {Kyungsook Y. Lee} and {Harry F. Jordan}}
}
@article{journals/tcom/KannanLLJ97,
title = {Optical TDM sorting networks for high-speed switching.},
year = {1997},
journal = {IEEE Trans. Commun.},
author = {{Rajgopal Kannan} and {Daeshik Lee} and {Kyungsook Y. Lee} and {Harry F. Jordan}}
}
@inproceedings{conf/dimacs/BartosTK98,
title = {Space-time-wavelength network with group communication locality.},
year = {1998},
booktitle = {Multichannel Optical Networks: Theory and Practice},
author = {{Radim Bartos} and {Pilar de la Torre} and {Rajgopal Kannan}},
publisher = {DIMACS/AMS},
booktitle = {Multichannel Optical Networks: Theory and Practice, Proceedings of a DIMACS Workshop, March 16-19, 1998}
}
@inproceedings{conf/iscc/KannanR00,
title = {A Fair and Efficient Multicast ATM Switch based on Deflection Routing.},
year = {2000},
booktitle = {ISCC},
author = {{Rajgopal Kannan} and {Sibabrata Ray}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the Fifth IEEE Symposium on Computers and Communications (ISCC 2000), 4-6 July 2000, Antibes, France}
}
@article{journals/ton/KannanR00,
title = {MSXmin: a modular multicast ATM packet switch with low delay and hardware complexity.},
year = {2000},
journal = {IEEE/ACM Trans. Netw.},
author = {{Rajgopal Kannan} and {Sibabrata Ray}}
}
@inproceedings{conf/icppw/KannanR01,
title = {Sorting Networks with Applications to Hierarchical Optical Interconnects.},
year = {2001},
booktitle = {ICPP Workshops},
author = {{Rajgopal Kannan} and {Sibabrata Ray}},
publisher = {IEEE Computer Society},
booktitle = {30th International Workshops on Parallel Processing (ICPP 2001 Workshops), 3-7 September 2001, Valencia, Spain}
}
@inproceedings{conf/globecom/ZhangRK02,
title = {Static subgroup-based source recovery for reliable multicast in reliable networks.},
year = {2002},
booktitle = {GLOBECOM},
author = {{Danyang Zhang} and {Sibabrata Ray} and {Rajgopal Kannan}},
publisher = {IEEE},
booktitle = {Proceedings of the Global Telecommunications Conference, 2002. GLOBECOM '02, Taipei, Taiwan, 17-21 November, 2002}
}
@inproceedings{conf/icpp/KannanSRI02,
title = {Minimal Sensor Integrity in Sensor Grids.},
year = {2002},
booktitle = {ICPP},
author = {{Rajgopal Kannan} and {Sudipta Sarangi} and {Sibabrata Ray} and {S. Sitharama Iyengar}},
publisher = {IEEE Computer Society},
booktitle = {31st International Conference on Parallel Processing (ICPP 2002), 20-23 August 2002, Vancouver, BC, Canada}
}
@article{journals/internet/PhohaIK02,
title = {Faster Web Page Allocation with Neural Networks.},
year = {2002},
journal = {IEEE Internet Comput.},
author = {{Vir V. Phoha} and {S. Sitharama Iyengar} and {Rajgopal Kannan}}
}
@inproceedings{conf/icpp/ZhangRKI03,
title = {A Recovery Algorithm for Reliable Multicasting in Reliable Networks.},
year = {2003},
booktitle = {ICPP},
author = {{Danyang Zhang} and {Sibabrata Ray} and {Rajgopal Kannan} and {S. Sitharama Iyengar}},
publisher = {IEEE Computer Society},
booktitle = {32nd International Conference on Parallel Processing (ICPP 2003), 6-9 October 2003, Kaohsiung, Taiwan}
}
@inproceedings{conf/icwn/KalidindiKIR03,
title = {Distributed Energy Aware MAC Layer Protocol for Wireless Sensor Networks.},
year = {2003},
booktitle = {International Conference on Wireless Networks},
author = {{Ramaraju Kalidindi} and {Rajgopal Kannan} and {S. Sitharama Iyengar} and {Lydia Ray}},
publisher = {CSREA Press},
booktitle = {Proceedings of the International Conference on Wireless Networks, ICWN '03, June 23 - 26, 2003, Las Vegas, Nevada, USA}
}
@inproceedings{conf/infocom/KannanSIR03,
title = {Sensor-Centric Quality of Routing in Sensor Networks.},
year = {2003},
booktitle = {INFOCOM},
author = {{Rajgopal Kannan} and {Sudipta Sarangi} and {S. Sitharama Iyengar} and {Lydia Ray}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30 - April 3, 2003}
}
@article{journals/corr/cs-NI-0309006,
title = {The KR-Benes Network: A (almost) Control-Optimal Rearrangeable Permutation Network},
year = {2003},
journal = {CoRR},
author = {{Rajgopal Kannan}}
}
@article{journals/ipl/KannanSRI03,
title = {Minimal sensor integrity: Measuring the vulnerability of sensor grids.},
year = {2003},
journal = {Inf. Process. Lett.},
author = {{Rajgopal Kannan} and {Sudipta Sarangi} and {Sibabrata Ray} and {S. Sitharama Iyengar}}
}
@article{journals/jsa/KannanRB03,
title = {An optical switching architecture for hierarchical group communication.},
year = {2003},
journal = {J. Syst. Archit.},
author = {{Rajgopal Kannan} and {Sibabrata Ray} and {Radim Bartos}}
}
@article{journals/sigmod/KannanKIK03,
title = {Energy and rate based MAC protocol for wireless sensor networks.},
year = {2003},
journal = {SIGMOD Rec.},
author = {{Rajgopal Kannan} and {Ramaraju Kalidindi} and {S. Sitharama Iyengar} and {Vijay Kumar}}
}
@incollection{books/crc/04/KannanRIK04,
title = {Reliable Energy-Constrained Routing in Sensor Networks.},
year = {2004},
booktitle = {Handbook of Sensor Networks},
author = {{Rajgopal Kannan} and {Lydia Ray} and {S. Sitharama Iyengar} and {Ramaraju Kalidindi}},
publisher = {CRC Press},
booktitle = {Handbook of Sensor Networks}
}
@inproceedings{conf/aina/ParuchuriDKI04,
title = {Authenticated Autonomous System Traceback.},
year = {2004},
booktitle = {AINA (1)},
author = {{Vamsi Paruchuri} and {Arjan Durresi} and {Rajgopal Kannan} and {S. Sitharama Iyengar}},
publisher = {IEEE Computer Society},
booktitle = {18th International Conference on Advanced Information Networking and Applications (AINA 2004), 29-31 March 2004, Fukuoka, Japan}
}
@inproceedings{conf/broadnets/ParuchuriBDKI04,
title = {Random Asynchronous Wakeup Protocol for Sensor Networks.},
year = {2004},
booktitle = {BROADNETS},
author = {{Vamsi Paruchuri} and {Shivakumar Basavaraju} and {Arjan Durresi} and {Rajgopal Kannan} and {S. Sitharama Iyengar}},
publisher = {IEEE Computer Society},
booktitle = {1st International Conference on Broadband Networks (BROADNETS 2004), 25-29 October 2004, San Jose, CA, USA}
}
@inproceedings{conf/ewsn/KannanRKI04,
title = {Max-Min Length-Energy-Constrained Routing in Wireless Sensor Networks.},
year = {2004},
booktitle = {EWSN},
author = {{Rajgopal Kannan} and {Lydia Ray} and {Ramaraju Kalidindi} and {S. Sitharama Iyengar}},
publisher = {Springer},
booktitle = {Wireless Sensor Networks, First European Workshop, EWSN 2004, Berlin, Germany, January 19-21, 2004, Proceedings}
}
@inproceedings{conf/icdcit/DharRK04,
title = {NEC: Node Energy Based Clustering Protocol for Wireless Sensor Networks with Guaranteed Connectivity.},
year = {2004},
booktitle = {ICDCIT},
author = {{Shilpa Dhar} and {Krishnendu Roy} and {Rajgopal Kannan}},
publisher = {Springer},
booktitle = {Distributed Computing and Internet Technology, First International Conference, ICDCIT 2004, Bhubaneswar, India, December 22-24, 2004, Proceedings}
}
@inproceedings{conf/icwn/KalidindiPBMKRKDI04,
title = {Sub-Grid Based Key Vector Assignment: A Key Pre-Distribution Scheme for Distributed Sensor Networks.},
year = {2004},
booktitle = {International Conference on Wireless Networks},
author = {{Ramaraju Kalidindi} and {Vamsi Paruchuri} and {Shivakumar Basavaraju} and {Cariappa Mallanda} and {Archit Kulshrestha} and {Lydia Ray} and {Rajgopal Kannan} and {Arjan Durresi} and {S. Sitharama Iyengar}},
publisher = {CSREA Press},
booktitle = {Proceedings of the International Conference on Wireless Networks, ICWN '04, June 21-24, 2004, Las Vegas, Nevada, USA, Volume 1}
}
@inproceedings{conf/icwn/MallandaBKKDI04,
title = {Secure Cluster Based Energy Aware Routing for Wireless Sensor Networks.},
year = {2004},
booktitle = {International Conference on Wireless Networks},
author = {{Cariappa Mallanda} and {Shivakumar Basavaraju} and {Archit Kulshrestha} and {Rajgopal Kannan} and {Arjan Durresi} and {S. Sitharama Iyengar}},
publisher = {CSREA Press},
booktitle = {Proceedings of the International Conference on Wireless Networks, ICWN '04, June 21-24, 2004, Las Vegas, Nevada, USA, Volume 1}
}
@article{journals/corr/cs-NI-0405035,
title = {Security-Performance Tradeoffs of Inheritance based Key Predistribution for Wireless Sensor Networks},
year = {2004},
journal = {CoRR},
author = {{Rajgopal Kannan} and {Lydia Ray} and {Arjan Durresi}}
}
@article{journals/join/DurresiPBKI04,
title = {Efficient And Secure Autonomous System Based Traceback.},
year = {2004},
journal = {J. Interconnect. Networks},
author = {{Arjan Durresi} and {Vamsi Paruchuri} and {Leonard Barolli} and {Rajgopal Kannan} and {S. Sitharama Iyengar}}
}
@article{journals/jpdc/KannanSI04,
title = {Sensor-centric energy-constrained reliable query routing for wireless sensor networks.},
year = {2004},
journal = {J. Parallel Distributed Comput.},
author = {{Rajgopal Kannan} and {Sudipta Sarangi} and {S. Sitharama Iyengar}}
}
@article{journals/jsac/KannanI04,
title = {Game-theoretic models for reliable path-length and energy-constrained routing with data aggregation in wireless sensor networks.},
year = {2004},
journal = {IEEE J. Sel. Areas Commun.},
author = {{Rajgopal Kannan} and {S. Sitharama Iyengar}}
}
@article{journals/mam/DingIKR04,
title = {Energy equivalence routing in wireless sensor networks.},
year = {2004},
journal = {Microprocess. Microsystems},
author = {{Wei Ding} and {S. Sitharama Iyengar} and {Rajgopal Kannan} and {William Rummler}}
}
@inproceedings{conf/wimob/KalidindiK05,
title = {Energy and deployment aware sensing for wireless sensor networks.},
year = {2005},
booktitle = {WiMob (3)},
author = {{Ramaraju Kalidindi} and {Rajgopal Kannan}},
publisher = {IEEE},
booktitle = {2005 IEEE International Conference on Wireless And Mobile Computing, Networking And Communications, WiMob 2005, Montreal, Canada, August 22-14, 2005, Volume 3}
}
@article{journals/corr/abs-cs-0506021,
title = {Analysis of Relationship between Strategic and Aggregate Energy Minimization in Delay-Constrained Wireless Networks},
year = {2005},
journal = {CoRR},
author = {{Rajgopal Kannan} and {Shuangqing Wei}}
}
@article{journals/ijdsn/DurresiPKI05,
title = {Data Integrity Protocol for Sensor Networks.},
year = {2005},
journal = {Int. J. Distributed Sens. Networks},
author = {{Arjan Durresi} and {Vamsi Paruchuri} and {Rajgopal Kannan} and {S. Sitharama Iyengar}}
}
@article{journals/isca/ZhangRKI05,
title = {Subgroup-based Source Recovery or Local Recovery for Reliable Multicasting.},
year = {2005},
journal = {Int. J. Comput. Their Appl.},
author = {{Danyang Zhang} and {Sibabrata Ray} and {Rajgopal Kannan} and {S. Sitharama Iyengar}}
}
@article{journals/tc/DurresiPIK05,
title = {Optimized Broadcast Protocol for Sensor Networks.},
year = {2005},
journal = {IEEE Trans. Computers},
author = {{Arjan Durresi} and {Vamsi Paruchuri} and {S. Sitharama Iyengar} and {Rajgopal Kannan}}
}
@article{journals/tc/Kannan05,
title = {The KR-Benes Network: A Control-Optimal Rearrangeable Permutation Network.},
year = {2005},
journal = {IEEE Trans. Computers},
author = {{Rajgopal Kannan}}
}
@inproceedings{conf/ciss/KannanW06,
title = {Scheduling with Rate and Duty-Cycle Constraints for Wireless Networks over an Interference Channel.},
year = {2006},
booktitle = {CISS},
author = {{Rajgopal Kannan} and {Shuangqing Wei}},
publisher = {IEEE},
booktitle = {40th Annual Conference on Information Sciences and Systems, CISS 2006, Princeton, NJ, USA, 22-24 March 2006.}
}
@inproceedings{conf/dcoss/KannanW06,
title = {Approximation Algorithms for Power-Aware Scheduling of Wireless Sensor Networks with Rate and Duty-Cycle Constraints.},
year = {2006},
booktitle = {DCOSS},
author = {{Rajgopal Kannan} and {Shuangqing Wei}},
publisher = {Springer},
booktitle = {Distributed Computing in Sensor Systems, Second IEEE International Conference, DCOSS 2006, San Francisco, CA, USA, June 18-20, 2006, Proceedings}
}
@inproceedings{conf/isit/WeiK06,
title = {Strategic Versus Collaborative Power Control in Relay Fading Channels.},
year = {2006},
booktitle = {ISIT},
author = {{Shuangqing Wei} and {Rajgopal Kannan}},
publisher = {IEEE},
booktitle = {Proceedings 2006 IEEE International Symposium on Information Theory, ISIT 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14, 2006}
}
@article{journals/arscom/RayKZJ06,
title = {The Weighted Integrity Problem is Polynomial for Interval Graphs.},
year = {2006},
journal = {Ars Comb.},
author = {{Sibabrata Ray} and {Rajgopal Kannan} and {Danyang Zhang} and {Hong Jiang}}
}
@article{journals/ijdsn/KannanWCS06,
title = {Using Misbehavior to Analyze Strategic versus Aggregate Energy Minimization in Wireless Sensor Networks.},
year = {2006},
journal = {Int. J. Distributed Sens. Networks},
author = {{Rajgopal Kannan} and {Shuangqing Wei} and {Vasu Chakravarthy} and {Guna Seetharaman}}
}
@article{journals/ijpcc/KalidiniKID06,
title = {Sub-grid based key vector assignment: A key pre-distribution scheme for distributed sensor networks.},
year = {2006},
journal = {Int. J. Pervasive Comput. Commun.},
author = {{R. Kalidini} and {Rajgopal Kannan} and {S. Sitharama Iyengar} and {Arjan Durresi}}
}
@article{journals/ijpcc/KalindiKID06,
title = {Sub-grid based key vector assignment: A key pre-distribution scheme for distributed sensor networks.},
year = {2006},
journal = {Int. J. Pervasive Comput. Commun.},
author = {{R. Kalindi} and {Rajgopal Kannan} and {S. Sitharama Iyengar} and {Arjan Durresi}}
}
@inproceedings{conf/ciss/AmariucaiWK07,
title = {Minimax and Maxmin Solutions to Gaussian Jamming in Block-Fading Channels under Long Term Power Constraints.},
year = {2007},
booktitle = {CISS},
author = {{George T. Amariucai} and {Shuangqing Wei} and {Rajgopal Kannan}},
publisher = {IEEE},
booktitle = {Proceedings of the 41st Annual Conference on Information Sciences and Systems, CISS 2007, 14-16 March 2007, Johns Hopkins University, Department of Electrical Engineering, Baltimore, MD, USA}
}
@inproceedings{conf/ciss/KannanWDCR07,
title = {Algorithms for Relaying via Channel Quantization in Finite Rate Feedback Limited Sensor Networks.},
year = {2007},
booktitle = {CISS},
author = {{Rajgopal Kannan} and {Shuangqing Wei} and {Guohui Deng} and {Vasu Chakravarthy} and {Murali Rangaswamy}},
publisher = {IEEE},
booktitle = {Proceedings of the 41st Annual Conference on Information Sciences and Systems, CISS 2007, 14-16 March 2007, Johns Hopkins University, Department of Electrical Engineering, Baltimore, MD, USA}
}
@inproceedings{conf/dcoss/KannanWCR07,
title = {A Fully Polynomial Approximation Algorithm for Collaborative Relaying in Sensor Networks Under Finite Rate Constraints.},
year = {2007},
booktitle = {DCOSS},
author = {{Rajgopal Kannan} and {Shuangqing Wei} and {Vasu Chakravarthy} and {Murali Rangaswamy}},
publisher = {Springer},
booktitle = {Distributed Computing in Sensor Systems, Third IEEE International Conference, DCOSS 2007, Santa Fe, NM, USA, June 18-20, 2007, Proceedings}
}
@inproceedings{conf/icassp/KannanW07,
title = {Energy Efficient Relaying and Coalition-Forming in Relay Networks.},
year = {2007},
booktitle = {ICASSP (3)},
author = {{Rajgopal Kannan} and {Shuangqing Wei}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2007, Honolulu, Hawaii, USA, April 15-20, 2007}
}
@inproceedings{conf/isit/AmariucaiWK07,
title = {Gaussian Jamming in Block-Fading Channels under Long Term Power Constraints.},
year = {2007},
booktitle = {ISIT},
author = {{George T. Amariucai} and {Shuangqing Wei} and {Rajgopal Kannan}},
publisher = {IEEE},
booktitle = {IEEE International Symposium on Information Theory, ISIT 2007, Nice, France, June 24-29, 2007}
}
@inproceedings{conf/globecom/WeiKIR08,
title = {Energy Efficient Estimation of Gaussian Sources over Inhomogeneous Gaussian MAC Channels.},
year = {2008},
booktitle = {GLOBECOM},
author = {{Shuangqing Wei} and {Rajgopal Kannan} and {S. Sitharama Iyengar} and {Nageswara S. V. Rao}},
publisher = {IEEE},
booktitle = {Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November - 4 December 2008}
}
@inproceedings{conf/wicon/BuschKV08,
title = {Quality of routing congestion games in wireless sensor networks.},
year = {2008},
booktitle = {WICON},
author = {{Costas Busch} and {Rajgopal Kannan} and {Athanasios V. Vasilakos}},
publisher = {ICST},
booktitle = {Proceedings of the 4th Annual International Conference on Wireless Internet, WICON 2008, Maui, Hawaii, USA, November 17-19, 2008}
}
@article{journals/corr/abs-0801-4851,
title = {Bicretieria Optimization in Routing Games},
year = {2008},
journal = {CoRR},
author = {{Costas Busch} and {Rajgopal Kannan}}
}
@article{journals/corr/abs-0808-3418,
title = {Jamming in Fixed-Rate Wireless Systems with Power Constraints - Part II: Parallel Slow Fading Channels},
year = {2008},
journal = {CoRR},
author = {{George T. Amariucai} and {Shuangqing Wei} and {Rajgopal Kannan}}
}
@article{journals/jsac/AnastasopoulosAKC08,
title = {Adaptive Routing Strategies in IEEE 802.16 Multi-Hop Wireless Backhaul Networks Based On Evolutionary Game Theory.},
year = {2008},
journal = {IEEE J. Sel. Areas Commun.},
author = {{Markos P. Anastasopoulos} and {Pantelis-Daniel M. Arapoglou} and {Rajgopal Kannan} and {Panayotis G. Cottis}}
}
@inproceedings{conf/percom/KannanWBV09,
title = {Online Algorithms for Maximizing Quality of Link Transmissions over a Jammed Wireless Channel.},
year = {2009},
booktitle = {PerCom Workshops},
author = {{Rajgopal Kannan} and {Shuangqing Wei} and {Costas Busch} and {Athanasios V. Vasilakos}},
publisher = {IEEE Computer Society},
booktitle = {Seventh Annual IEEE International Conference on Pervasive Computing and Communications - Workshops (PerCom Workshops 2009), 9-13 March 2009, Galveston, TX, USA}
}
@article{journals/corr/abs-0911-4150,
title = {The Impact of Exponential Utility Costs in Bottleneck Routing Games},
year = {2009},
journal = {CoRR},
author = {{Rajgopal Kannan} and {Costas Busch}}
}
@article{journals/ijwmc/DurresiPBK09,
title = {Anonymous communication protocol for sensor networks.},
year = {2009},
journal = {Int. J. Wirel. Mob. Comput.},
author = {{Arjan Durresi} and {Vamsi Paruchuri} and {Leonard Barolli} and {Rajgopal Kannan}}
}
@article{journals/jsac/XiongVYSPKL09,
title = {Comparative analysis of quality of service and memory usage for adaptive failure detectors in healthcare systems.},
year = {2009},
journal = {IEEE J. Sel. Areas Commun.},
author = {{Naixue Xiong} and {Athanasios V. Vasilakos} and {Laurence Tianruo Yang} and {Lingyang Song} and {Yi Pan 001} and {Rajgopal Kannan} and {Yingshu Li}}
}
@article{journals/tcom/ChakravarthyLWTGKV09,
title = {Novel overlay/underlay cognitive radio waveforms using SD-SMSE framework to enhance spectrum efficiency- part i: theoretical framework and analysis in AWGN channel.},
year = {2009},
journal = {IEEE Trans. Commun.},
author = {{Vasu Chakravarthy} and {Xue Li 002} and {Zhiqiang Wu 001} and {Michael A. Temple} and {F. Garber} and {Rajgopal Kannan} and {Athanasios V. Vasilakos}}
}
@inproceedings{conf/qshine/ZhangK10,
title = {A Sparse Bayesian Framework for Anomaly Detection in Heterogeneous Networks.},
year = {2010},
booktitle = {QSHINE},
author = {{Jian Zhang 004} and {Rajgopal Kannan}},
publisher = {Springer},
booktitle = {Quality, Reliability, Security and Robustness in Heterogeneous Networks - 7th International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, QShine 2010, and Dedicated Short Range Communications Workshop, DSRC 2010, Houston, TX, USA, November 17-19, 2010, Revised Selected Papers}
}
@inproceedings{conf/sagt/KannanB10,
title = {Bottleneck Congestion Games with Logarithmic Price of Anarchy.},
year = {2010},
booktitle = {SAGT},
author = {{Rajgopal Kannan} and {Costas Busch}},
publisher = {Springer},
booktitle = {Algorithmic Game Theory - Third International Symposium, SAGT 2010, Athens, Greece, October 18-20, 2010. Proceedings}
}
@article{journals/corr/abs-1003-4307,
title = {Bottleneck Routing Games with Low Price of Anarchy},
year = {2010},
journal = {CoRR},
author = {{Rajgopal Kannan} and {Costas Busch}}
}
@article{journals/corr/abs-1010-4812,
title = {Polynomial Bottleneck Congestion Games with Optimal Price of Anarchy},
year = {2010},
journal = {CoRR},
author = {{Rajgopal Kannan} and {Costas Busch} and {Athanasios V. Vasilakos}}
}
@article{journals/isci/XiongVYWKCP10,
title = {A novel self-tuning feedback controller for active queue management supporting TCP flows.},
year = {2010},
journal = {Inf. Sci.},
author = {{Naixue Xiong} and {Athanasios V. Vasilakos} and {Laurence Tianruo Yang} and {Cheng-Xiang Wang 001} and {Rajgopal Kannan} and {Chin-Chen Chang 001} and {Yi Pan 001}}
}
@article{journals/ton/KannanWCR10,
title = {Approximation algorithms for minimum energy transmission scheduling in rate and duty-cycle constrained wireless networks.},
year = {2010},
journal = {IEEE/ACM Trans. Netw.},
author = {{Rajgopal Kannan} and {Shuangqing Wei} and {Vasu Chakravarthy} and {Muralidhar Rangaswamy}}
}
@article{journals/tsmc/AnastasopoulosPKV10,
title = {TCP Throughput Adaptation in WiMax Networks Using Replicator Dynamics.},
year = {2010},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Markos P. Anastasopoulos} and {Dionysia K. Petraki} and {Rajgopal Kannan} and {Athanasios V. Vasilakos}}
}
@article{journals/tsmc/VasilakosKHK10,
title = {Special Issue on Game Theory.},
year = {2010},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Athanasios V. Vasilakos} and {Rajgopal Kannan} and {Ekram Hossain 001} and {H. Kintis}}
}
@inproceedings{conf/gamenets/BuschKS11,
title = {Bottleneck Routing Games on Grids.},
year = {2011},
booktitle = {GAMENETS},
author = {{Costas Busch} and {Rajgopal Kannan} and {Alfred Samman}},
publisher = {Springer},
booktitle = {Game Theory for Networks - 2nd International ICST Conference, GAMENETS 2011, Shanghai, China, April 16-18, 2011, Revised Selected Papers}
}
@inproceedings{conf/gamenets/KannanBV11,
title = {Optimal Price of Anarchy of Polynomial and Super-Polynomial Bottleneck Congestion Games.},
year = {2011},
booktitle = {GAMENETS},
author = {{Rajgopal Kannan} and {Costas Busch} and {Athanasios V. Vasilakos}},
publisher = {Springer},
booktitle = {Game Theory for Networks - 2nd International ICST Conference, GAMENETS 2011, Shanghai, China, April 16-18, 2011, Revised Selected Papers}
}
@inproceedings{conf/globecom/WeiCWK11,
title = {Sensing and Transmission in Probabilistically Interference-Limited Cognitive Radio Systems.},
year = {2011},
booktitle = {GLOBECOM},
author = {{Shuangqing Wei} and {Vasu Chakravarthy} and {Zhiqiang Wu 001} and {Rajgopal Kannan}},
publisher = {IEEE},
booktitle = {Proceedings of the Global Communications Conference, GLOBECOM 2011, 5-9 December 2011, Houston, Texas, USA}
}
@inproceedings{conf/cocoon/BuschK12,
title = {Stretch in Bottleneck Games.},
year = {2012},
booktitle = {COCOON},
author = {{Costas Busch} and {Rajgopal Kannan}},
publisher = {Springer},
booktitle = {Computing and Combinatorics - 18th Annual International Conference, COCOON 2012, Sydney, Australia, August 20-22, 2012. Proceedings}
}
@article{journals/tc/BuschKV12,
title = {Approximating Congestion + Dilation in Networks via "Quality of Routing" Games.},
year = {2012},
journal = {IEEE Trans. Computers},
author = {{Costas Busch} and {Rajgopal Kannan} and {Athanasios V. Vasilakos}}
}
@article{journals/tcom/WeiKCR12,
title = {CSI Usage over Parallel Fading Channels under Jamming Attacks: A Game Theory Study.},
year = {2012},
journal = {IEEE Trans. Commun.},
author = {{Shuangqing Wei} and {Rajgopal Kannan} and {Vasu Chakravarthy} and {Murali Rangaswamy}}
}
@article{journals/corr/KannanBS13,
title = {The Price of Anarchy is Unbounded for Congestion Games with Superpolynomial Latency Costs.},
year = {2013},
journal = {CoRR},
author = {{Rajgopal Kannan} and {Costas Busch} and {Paul G. Spirakis}}
}
@inproceedings{conf/bigdataconf/Wickramaarachchi16,
title = {Distributed exact subgraph matching in small diameter dynamic graphs.},
year = {2016},
booktitle = {IEEE BigData},
author = {{Charith Wickramaarachchi} and {Rajgopal Kannan} and {Charalampos Chelmis} and {Viktor K. Prasanna}},
publisher = {IEEE Computer Society},
booktitle = {2016 IEEE International Conference on Big Data (IEEE BigData 2016), Washington DC, USA, December 5-8, 2016}
}
@inproceedings{conf/hpec/SingapuraKP16,
title = {On-chip memory efficient data layout for 2D FFT on 3D memory integrated FPGA.},
year = {2016},
booktitle = {HPEC},
author = {{Shreyas G. Singapura} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2016 IEEE High Performance Extreme Computing Conference, HPEC 2016, Waltham, MA, USA, September 13-15, 2016}
}
@inproceedings{conf/iccS/KuppannagariKCT16,
title = {Optimal Customer Targeting for Sustainable Demand Response in Smart Grids.},
year = {2016},
booktitle = {ICCS},
author = {{Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Charalampos Chelmis} and {Arash Saber Tehrani} and {Viktor K. Prasanna}},
publisher = {Elsevier},
booktitle = {International Conference on Computational Science 2016, ICCS 2016, 6-8 June 2016, San Diego, California, USA}
}
@inproceedings{conf/ijcai/KuppannagariKCP16,
title = {Implementation of Learning-Based Dynamic Demand Response on a Campus Micro-Grid.},
year = {2016},
booktitle = {IJCAI},
author = {{Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Charalampos Chelmis} and {Viktor K. Prasanna}},
publisher = {IJCAI/AAAI Press},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016}
}
@inproceedings{conf/wf-iot/ChelmisKP16,
title = {Software defined connected prosumer communities.},
year = {2016},
booktitle = {WF-IoT},
author = {{Charalampos Chelmis} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE Computer Society},
booktitle = {3rd IEEE World Forum on Internet of Things, WF-IoT 2016, Reston, VA, USA, December 12-14, 2016}
}
@inproceedings{conf/cpsweek/MisyrlisCSKP17,
title = {Spatio-Temporal Modeling of Criminal Activity.},
year = {2017},
booktitle = {SocialSens@CPSWeek},
author = {{Michail Misyrlis} and {Chung Ming Cheung} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the 2nd International Workshop on Social Sensing, SocialSens@CPSWeek 2017, Pittsburgh, PA, USA, April 21, 2017}
}
@inproceedings{conf/hipc/LakhotiaSKP17,
title = {ReCALL: Reordered Cache Aware Locality Based Graph Processing.},
year = {2017},
booktitle = {HiPC},
author = {{Kartik Lakhotia} and {Shreyas G. Singapura} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE Computer Society},
booktitle = {24th IEEE International Conference on High Performance Computing, HiPC 2017, Jaipur, India, December 18-21, 2017}
}
@inproceedings{conf/hpec/GreenFKBBLZSZKP17,
title = {Quickly finding a truss in a haystack.},
year = {2017},
booktitle = {HPEC},
author = {{Oded Green} and {James Fox} and {Euna Kim} and {Federico Busato} and {Nicola Bombieri} and {Kartik Lakhotia} and {Shijie Zhou 001} and {Shreyas G. Singapura} and {Hanqing Zeng} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {David A. Bader}},
publisher = {IEEE},
booktitle = {2017 IEEE High Performance Extreme Computing Conference, HPEC 2017, Waltham, MA, USA, September 12-14, 2017}
}
@inproceedings{conf/hpec/SingapuraKP17,
title = {Optimal data layout for block-level random accesses to scratchpad.},
year = {2017},
booktitle = {HPEC},
author = {{Shreyas G. Singapura} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2017 IEEE High Performance Extreme Computing Conference, HPEC 2017, Waltham, MA, USA, September 12-14, 2017}
}
@inproceedings{conf/hpec/SingapuraSKP17,
title = {OSCAR: Optimizing SCrAtchpad reuse for graph processing.},
year = {2017},
booktitle = {HPEC},
author = {{Shreyas G. Singapura} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2017 IEEE High Performance Extreme Computing Conference, HPEC 2017, Waltham, MA, USA, September 12-14, 2017}
}
@inproceedings{conf/hpec/ZhouLSZKPFKGB17,
title = {Design and implementation of parallel PageRank on multicore platforms.},
year = {2017},
booktitle = {HPEC},
author = {{Shijie Zhou 001} and {Kartik Lakhotia} and {Shreyas G. Singapura} and {Hanqing Zeng} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {James Fox} and {Euna Kim} and {Oded Green} and {David A. Bader}},
publisher = {IEEE},
booktitle = {2017 IEEE High Performance Extreme Computing Conference, HPEC 2017, Waltham, MA, USA, September 12-14, 2017}
}
@inproceedings{conf/isgt/Wickramaarachchi17,
title = {PReSS towards a secure smart grid: Protection recommendations against smart spoofing.},
year = {2017},
booktitle = {ISGT},
author = {{Charith Wickramaarachchi} and {Rajgopal Kannan} and {Charalampos Chelmis} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, ISGT 2017, Washington, DC, USA, April 23-26, 2017}
}
@inproceedings{conf/reconfig/ZhouKP17,
title = {Accelerating low rank matrix completion on FPGA.},
year = {2017},
booktitle = {ReConFig},
author = {{Shijie Zhou 001} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {International Conference on ReConFigurable Computing and FPGAs, ReConFig 2017, Cancun, Mexico, December 4-6, 2017}
}
@inproceedings{conf/sensys/KuppannagariKP17,
title = {Optimal net-load balancing in smart grids with high PV penetration.},
year = {2017},
booktitle = {BuildSys@SenSys},
author = {{Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, BuildSys 2017, Delft, The Netherlands, November 08-09, 2017}
}
@article{journals/ijdsn/StewartKDK17,
title = {CASPaR: Congestion avoidance shortest path routing for delay tolerant networks.},
year = {2017},
journal = {Int. J. Distributed Sens. Networks},
author = {{Michael F. Stewart} and {Rajgopal Kannan} and {Amit Dvir} and {Bhaskar Krishnamachari}}
}
@article{journals/npl/BasuKGDMGKN17,
title = {Learning Sparse Feature Representations Using Probabilistic Quadtrees and Deep Belief Nets.},
year = {2017},
journal = {Neural Process. Lett.},
author = {{Saikat Basu} and {Manohar Karki} and {Sangram Ganguly} and {Robert DiBiano} and {Supratik Mukhopadhyay} and {Shreekant Gayaka} and {Rajgopal Kannan} and {Ramakrishna R. Nemani}}
}
@inproceedings{conf/asunam/SrivastavaPKRP18,
title = {How to Stop Violence Among Homeless: Extension of Voter Model and Intervention Strategies.},
year = {2018},
booktitle = {ASONAM},
author = {{Ajitesh Srivastava} and {Robin Petering} and {Rajgopal Kannan} and {Eric Rice} and {Viktor K. Prasanna}},
publisher = {IEEE Computer Society},
booktitle = {IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018, Barcelona, Spain, August 28-31, 2018}
}
@inproceedings{conf/atal/SrivastavaKCP18,
title = {FActCheck: Keeping Activation of Fake News at Check.},
year = {2018},
booktitle = {AAMAS},
author = {{Ajitesh Srivastava} and {Rajgopal Kannan} and {Charalampos Chelmis} and {Viktor K. Prasanna}},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems Richland, SC, USA / ACM},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS 2018, Stockholm, Sweden, July 10-15, 2018}
}
@inproceedings{conf/cf/ZhouKZP18,
title = {An FPGA framework for edge-centric graph processing.},
year = {2018},
booktitle = {CF},
author = {{Shijie Zhou 001} and {Rajgopal Kannan} and {Hanqing Zeng} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the 15th ACM International Conference on Computing Frontiers, CF 2018, Ischia, Italy, May 08-10, 2018}
}
@inproceedings{conf/fpga/ZhouKMP18,
title = {FASTCF: FPGA-based Accelerator for STochastic-Gradient-Descent-based Collaborative Filtering.},
year = {2018},
booktitle = {FPGA},
author = {{Shijie Zhou 001} and {Rajgopal Kannan} and {Yu Min} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, FPGA 2018, Monterey, CA, USA, February 25-27, 2018}
}
@inproceedings{conf/isgt/CheungKP18,
title = {Temporal ensemble learning of univariate methods for short term load forecasting.},
year = {2018},
booktitle = {ISGT},
author = {{Chung Ming Cheung} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, ISGT 2018, Washington, DC, USA, February 19-22, 2018}
}
@inproceedings{conf/isgt/KuppannagariKP18,
title = {Risk aware net load balancing in micro grids with high DER penetration.},
year = {2018},
booktitle = {ISGT},
author = {{Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, ISGT 2018, Washington, DC, USA, February 19-22, 2018}
}
@inproceedings{conf/isgt/KuppannagariKP18a,
title = {NO-LESS: Near optimal curtailment strategy selection for net load balancing in micro grids.},
year = {2018},
booktitle = {ISGT},
author = {{Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, ISGT 2018, Washington, DC, USA, February 19-22, 2018}
}
@inproceedings{conf/sigecom/BuschK18,
title = {Polynomial Time Equilibria in Bottleneck Congestion Games.},
year = {2018},
booktitle = {EC},
author = {{Costas Busch} and {Rajgopal Kannan}},
publisher = {ACM},
booktitle = {Proceedings of the 2018 ACM Conference on Economics and Computation, Ithaca, NY, USA, June 18-22, 2018}
}
@inproceedings{conf/smartgridcomm/CheungZXSKP18,
title = {Behind-the-Meter Solar Generation Disaggregation using Consumer Mixture Models.},
year = {2018},
booktitle = {SmartGridComm},
author = {{Chung Ming Cheung} and {Wen Zhong} and {Chuanxiu Xiong} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018, Aalborg, Denmark, October 29-31, 2018}
}
@inproceedings{conf/smartgridcomm/ZhangKKP18,
title = {Generative Adversarial Network for Synthetic Time Series Data Generation in Smart Grids.},
year = {2018},
booktitle = {SmartGridComm},
author = {{Chi Zhang 022} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018, Aalborg, Denmark, October 29-31, 2018}
}
@inproceedings{conf/usenix/LakhotiaKP18,
title = {Accelerating PageRank using Partition-Centric Processing.},
year = {2018},
booktitle = {USENIX Annual Technical Conference},
author = {{Kartik Lakhotia} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {USENIX Association},
booktitle = {2018 USENIX Annual Technical Conference, USENIX ATC 2018, Boston, MA, USA, July 11-13, 2018.}
}
@article{journals/corr/abs-1806-08092,
title = {GPOP: A cache- and work-efficient framework for Graph Processing Over Partitions.},
year = {2018},
journal = {CoRR},
author = {{Kartik Lakhotia} and {Sourav Pati} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@article{journals/tosn/KuppannagariKP18,
title = {Optimal Discrete Net-Load Balancing in Smart Grids with High PV Penetration.},
year = {2018},
journal = {ACM Trans. Sens. Networks},
author = {{Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@inproceedings{conf/bigdataconf/SrivastavaKCP19,
title = {RecANt: Network-based Recruitment for Active Fake News Correction.},
year = {2019},
booktitle = {IEEE BigData},
author = {{Ajitesh Srivastava} and {Rajgopal Kannan} and {Charalampos Chelmis} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2019 IEEE International Conference on Big Data (IEEE BigData), Los Angeles, CA, USA, December 9-12, 2019}
}
@inproceedings{conf/cf/LakhotiaKGSP19,
title = {Parallel edge-based sampling for static and dynamic graphs.},
year = {2019},
booktitle = {CF},
author = {{Kartik Lakhotia} and {Rajgopal Kannan} and {Aditya Gaur} and {Ajitesh Srivastava} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the 16th ACM International Conference on Computing Frontiers, CF 2019, Alghero, Italy, April 30 - May 2, 2019.}
}
@inproceedings{conf/eenergy/CheungKKP19,
title = {Towards Improved Real-Time Observability of Behind-Meter PhotoVoltaic Systems: A Data-Driven Approach.},
year = {2019},
booktitle = {e-Energy},
author = {{Chung Ming Cheung} and {Sanmukh Rao Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the Tenth ACM International Conference on Future Energy Systems, e-Energy 2019, Phoenix, AZ, USA, June 25-28, 2019.}
}
@inproceedings{conf/eenergy/KuppannagariKP19,
title = {Approximate Scheduling of DERs with Discrete Complex Injections.},
year = {2019},
booktitle = {e-Energy},
author = {{Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the Tenth ACM International Conference on Future Energy Systems, e-Energy 2019, Phoenix, AZ, USA, June 25-28, 2019.}
}
@inproceedings{conf/gis/XiongSKDPS19,
title = {On Predicting Crime with Heterogeneous Spatial Patterns: Methods and Evaluation.},
year = {2019},
booktitle = {SIGSPATIAL/GIS},
author = {{Chuanxiu Xiong} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Omkar Damle} and {Viktor K. Prasanna} and {Erroll Southers}},
publisher = {ACM},
booktitle = {Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2019, Chicago, IL, USA, November 5-8, 2019.}
}
@inproceedings{conf/hipc/NiuZSLKWP19,
title = {SPEC2: SPECtral SParsE CNN Accelerator on FPGAs.},
year = {2019},
booktitle = {HiPC},
author = {{Yue Niu 001} and {Hanqing Zeng} and {Ajitesh Srivastava} and {Kartik Lakhotia} and {Rajgopal Kannan} and {Yanzhi Wang} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {26th IEEE International Conference on High Performance Computing, Data, and Analytics, HiPC 2019, Hyderabad, India, December 17-20, 2019}
}
@inproceedings{conf/hpec/KuppannagariRKD19,
title = {IP Cores for Graph Kernels on FPGAs.},
year = {2019},
booktitle = {HPEC},
author = {{Sanmukh R. Kuppannagari} and {Rachit Rajat} and {Rajgopal Kannan} and {Aravind Dasu} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2019 IEEE High Performance Extreme Computing Conference, HPEC 2019, Waltham, MA, USA, September 24-26, 2019}
}
@inproceedings{conf/hpec/ZhouSKP19,
title = {Design and Implementation of Knowledge Base for Runtime Management of Software Defined Hardware.},
year = {2019},
booktitle = {HPEC},
author = {{Hongkuan Zhou} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2019 IEEE High Performance Extreme Computing Conference, HPEC 2019, Waltham, MA, USA, September 24-26, 2019}
}
@inproceedings{conf/iotdi/ZhangKXKP19,
title = {A cooperative multi-agent deep reinforcement learning framework for real-time residential load scheduling.},
year = {2019},
booktitle = {IoTDI},
author = {{Chi Zhang 022} and {Sanmukh R. Kuppannagari} and {Chuanxiu Xiong} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the International Conference on Internet of Things Design and Implementation, IoTDI 2019, Montreal, QC, Canada, April 15-18, 2019}
}
@inproceedings{conf/ipps/ZengZSKP19,
title = {Accurate, Efficient and Scalable Graph Embedding.},
year = {2019},
booktitle = {IPDPS},
author = {{Hanqing Zeng} and {Hongkuan Zhou} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2019 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2019, Rio de Janeiro, Brazil, May 20-24, 2019}
}
@inproceedings{conf/memsys/SrivastavaLBKP19,
title = {Predicting memory accesses: the road to compact ML-driven prefetcher.},
year = {2019},
booktitle = {MEMSYS},
author = {{Ajitesh Srivastava} and {Angelos Lazaris} and {Benjamin Brooks} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the International Symposium on Memory Systems, MEMSYS 2019, Washington, DC, USA, September 30 - October 03, 2019.}
}
@inproceedings{conf/ppopp/LakhotiaKPP19,
title = {GPOP: a cache and memory-efficient framework for graph processing over partitions.},
year = {2019},
booktitle = {PPoPP},
author = {{Kartik Lakhotia} and {Rajgopal Kannan} and {Sourav Pati} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the 24th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPoPP 2019, Washington, DC, USA, February 16-20, 2019}
}
@inproceedings{conf/sensys/ZhangKKP19,
title = {Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation.},
year = {2019},
booktitle = {BuildSys@SenSys},
author = {{Chi Zhang 022} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2019, New York, NY, USA, November 13-14, 2019}
}
@article{journals/pvldb/LakhotiaKDP19,
title = {Planting Trees for scalable and efficient Canonical Hub Labeling.},
year = {2019},
journal = {Proc. VLDB Endow.},
author = {{Kartik Lakhotia} and {Rajgopal Kannan} and {Qing Dong} and {Viktor K. Prasanna}}
}
@article{journals/snam/SrivastavaPBKRP19,
title = {Network-based intervention strategies to reduce violence among homeless.},
year = {2019},
journal = {Soc. Netw. Anal. Min.},
author = {{Ajitesh Srivastava} and {Robin Petering} and {Nicholas Barr} and {Rajgopal Kannan} and {Eric Rice} and {Viktor K. Prasanna}}
}
@article{journals/tpds/ZhouKPSW19,
title = {HitGraph: High-throughput Graph Processing Framework on FPGA.},
year = {2019},
journal = {IEEE Trans. Parallel Distributed Syst.},
author = {{Shijie Zhou 001} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {Guna Seetharaman} and {Qing Wu}}
}
@inproceedings{conf/fpga/NiuKSP20,
title = {Reuse Kernels or Activations?: A Flexible Dataflow for Low-latency Spectral CNN Acceleration.},
year = {2020},
booktitle = {FPGA},
author = {{Yue Niu 001} and {Rajgopal Kannan} and {Ajitesh Srivastava} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Seaside, CA, USA, February 23-25, 2020}
}
@inproceedings{conf/fpga/RajatMKSPK20,
title = {QTAccel: A Generic FPGA based Design for Q-Table based Reinforcement Learning Accelerators.},
year = {2020},
booktitle = {FPGA},
author = {{Rachit Rajat} and {Yuan Meng} and {Sanmukh R. Kuppannagari} and {Ajitesh Srivastava} and {Viktor K. Prasanna} and {Rajgopal Kannan}},
publisher = {ACM},
booktitle = {FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Seaside, CA, USA, February 23-25, 2020}
}
@inproceedings{conf/hipc/SrivastavaZKP20,
title = {Towards High Performance, Portability, and Productivity: Lightweight Augmented Neural Networks for Performance Prediction.},
year = {2020},
booktitle = {HiPC},
author = {{Ajitesh Srivastava} and {Naifeng Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {27th IEEE International Conference on High Performance Computing, Data, and Analytics, HiPC 2020, Pune, India, December 16-19, 2020}
}
@inproceedings{conf/hpec/MengYKKP20,
title = {How to Efficiently Train Your AI Agent? Characterizing and Evaluating Deep Reinforcement Learning on Heterogeneous Platforms.},
year = {2020},
booktitle = {HPEC},
author = {{Yuan Meng} and {Yang Yang 111} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2020 IEEE High Performance Extreme Computing Conference, HPEC 2020, Waltham, MA, USA, September 22-24, 2020}
}
@inproceedings{conf/hpec/YeKP20,
title = {Accelerator Design and Performance Modeling for Homomorphic Encrypted CNN Inference.},
year = {2020},
booktitle = {HPEC},
author = {{Tian Ye} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2020 IEEE High Performance Extreme Computing Conference, HPEC 2020, Waltham, MA, USA, September 22-24, 2020}
}
@inproceedings{conf/iclr/ZengZSKP20,
title = {GraphSAINT: Graph Sampling Based Inductive Learning Method.},
year = {2020},
booktitle = {ICLR},
author = {{Hanqing Zeng} and {Hongkuan Zhou} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {OpenReview.net},
booktitle = {8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020}
}
@inproceedings{conf/isgt/CheungKKP20,
title = {Load Demand User Profiling in Smart Grids with Distributed Solar Generation.},
year = {2020},
booktitle = {ISGT},
author = {{Chung Ming Cheung} and {Sanmukh Rao Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, ISGT 2020, Washington, DC, USA, February 17-20, 2020}
}
@inproceedings{conf/memsys/ZhangSBKP20,
title = {RAOP: Recurrent Neural Network Augmented Offset Prefetcher.},
year = {2020},
booktitle = {MEMSYS},
author = {{Pengmiao Zhang} and {Ajitesh Srivastava} and {Benjamin Brooks} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {MEMSYS 2020: The International Symposium on Memory Systems, Washington, DC, USA, September, 2020}
}
@inproceedings{conf/pakdd/SrivastavaWZRKP20,
title = {MemMAP: Compact and Generalizable Meta-LSTM Models for Memory Access Prediction.},
year = {2020},
booktitle = {PAKDD (2)},
author = {{Ajitesh Srivastava} and {Ta-Yang Wang} and {Pengmiao Zhang} and {César Augusto Fonticielha De Rose} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11-14, 2020, Proceedings, Part II}
}
@inproceedings{conf/supercomputer/YangKSKP20,
title = {FASTHash: FPGA-Based High Throughput Parallel Hash Table.},
year = {2020},
booktitle = {ISC},
author = {{Yang Yang 111} and {Sanmukh R. Kuppannagari} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {Springer},
booktitle = {High Performance Computing - 35th International Conference, ISC High Performance 2020, Frankfurt/Main, Germany, June 22-25, 2020, Proceedings}
}
@article{journals/pvldb/LakhotiaKPR20,
title = {RECEIPT: REfine CoarsE-grained IndePendent Tasks for Parallel Tip decomposition of Bipartite Graphs.},
year = {2020},
journal = {Proc. VLDB Endow.},
author = {{Kartik Lakhotia} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {César A. F. De Rose}}
}
@article{journals/topc/LakhotiaKPP20,
title = {GPOP: A Scalable Cache- and Memory-efficient Framework for Graph Processing over Parts.},
year = {2020},
journal = {ACM Trans. Parallel Comput.},
author = {{Kartik Lakhotia} and {Rajgopal Kannan} and {Sourav Pati} and {Viktor K. Prasanna}}
}
@article{journals/tpds/ZhouKP20,
title = {Accelerating Stochastic Gradient Descent Based Matrix Factorization on FPGA.},
year = {2020},
journal = {IEEE Trans. Parallel Distributed Syst.},
author = {{Shijie Zhou 001} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@inproceedings{conf/cikm/ZhouOKP21,
title = {SeDyT: A General Framework for Multi-Step Event Forecasting via Sequence Modeling on Dynamic Entity Embeddings.},
year = {2021},
booktitle = {CIKM},
author = {{Hongkuan Zhou} and {James Orme-Rogers} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}
}
@inproceedings{conf/fccm/ZhangKP21,
title = {BoostGCN: A Framework for Optimizing GCN Inference on FPGA.},
year = {2021},
booktitle = {FCCM},
author = {{Bingyi Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2021, Orlando, FL, USA, May 9-12, 2021}
}
@inproceedings{conf/fpga/MengKKP21,
title = {DYNAMAP: Dynamic Algorithm Mapping Framework for Low Latency CNN Inference.},
year = {2021},
booktitle = {FPGA},
author = {{Yuan Meng} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28 - March 2, 2021}
}
@inproceedings{conf/fpga/ZhangKP21,
title = {A Framework for Optimizing GCN Inference on FPGA.},
year = {2021},
booktitle = {FPGA},
author = {{Bingyi Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28 - March 2, 2021}
}
@inproceedings{conf/fpl/YeKKP21,
title = {Performance Modeling and FPGA Acceleration of Homomorphic Encrypted Convolution.},
year = {2021},
booktitle = {FPL},
author = {{Tian Ye} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {31st International Conference on Field-Programmable Logic and Applications, FPL 2021, Dresden, Germany, August 30 - Sept. 3, 2021}
}
@inproceedings{conf/hipc/MengKKP21,
title = {How to Avoid Zero-Spacing in Fractionally-Strided Convolution? A Hardware-Algorithm Co-Design Methodology.},
year = {2021},
booktitle = {HiPC},
author = {{Yuan Meng} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {28th IEEE International Conference on High Performance Computing, Data, and Analytics, HiPC 2021, Bengaluru, India, December 17-20, 2021}
}
@inproceedings{conf/hipc/WangCSKP21,
title = {Monte Carlo Tree Search for Task Mapping onto Heterogeneous Platforms.},
year = {2021},
booktitle = {HiPC},
author = {{Ta-Yang Wang} and {William Chang} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {28th IEEE International Conference on High Performance Computing, Data, and Analytics, HiPC 2021, Bengaluru, India, December 17-20, 2021}
}
@inproceedings{conf/hoti/LakhotiaPKP21,
title = {In-network reductions on multi-dimensional HyperX.},
year = {2021},
booktitle = {HOTI},
author = {{Kartik Lakhotia} and {Fabrizio Petrini} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {IEEE Symposium on High-Performance Interconnects, HOTI 2021, Santa Clara, CA, USA, August 18-20, 2021}
}
@inproceedings{conf/hoti/WijeratnePCKP21,
title = {Programmable FPGA-based Memory Controller.},
year = {2021},
booktitle = {HOTI},
author = {{Sasindu Wijeratne} and {Sanket Pattnaik} and {Zhiyu Chen} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {IEEE Symposium on High-Performance Interconnects, HOTI 2021, Santa Clara, CA, USA, August 18-20, 2021}
}
@inproceedings{conf/hpec/WijeratneKP21,
title = {Reconfigurable Low-latency Memory System for Sparse Matricized Tensor Times Khatri-Rao Product on FPGA.},
year = {2021},
booktitle = {HPEC},
author = {{Sasindu Wijeratne} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2021 IEEE High Performance Extreme Computing Conference, HPEC 2021, Waltham, MA, USA, September 20-24, 2021}
}
@inproceedings{conf/hpec/ZhangKKP21,
title = {Efficient Neighbor-Sampling-based GNN Training on CPU-FPGA Heterogeneous Platform.},
year = {2021},
booktitle = {HPEC},
author = {{Bingyi Zhang} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {2021 IEEE High Performance Extreme Computing Conference, HPEC 2021, Waltham, MA, USA, September 20-24, 2021}
}
@inproceedings{conf/ic3/CheungKKP21,
title = {Leveraging Spatial Information in Smart Grids using STGCN for Short-Term Load Forecasting.},
year = {2021},
booktitle = {IC3},
author = {{Chung Ming Cheung} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {IC3 2021: Thirteenth International Conference on Contemporary Computing, Noida, India, August 5 - 7, 2021}
}
@inproceedings{conf/nips/ZengZXSMKPJC21,
title = {Decoupling the Depth and Scope of Graph Neural Networks.},
year = {2021},
booktitle = {NeurIPS},
author = {{Hanqing Zeng} and {Muhan Zhang} and {Yinglong Xia} and {Ajitesh Srivastava} and {Andrey Malevich} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {Long Jin} and {Ren Chen}},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual.}
}
@inproceedings{conf/sc/ZhangSKP21,
title = {GenMAT: A General-Purpose Machine Learning-Driven Auto-Tuner for Heterogeneous Platforms.},
year = {2021},
booktitle = {PEHC@SC},
author = {{Naifeng Zhang} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {IEEE/ACM Programming Environments for Heterogeneous Computing, PEHC@SC 2021, St. Louis, MO, USA, November 19, 2021}
}
@inproceedings{conf/supercomputer/YeYKKP21,
title = {FPGA Acceleration of Number Theoretic Transform.},
year = {2021},
booktitle = {ISC},
author = {{Tian Ye} and {Yang Yang 111} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {Springer},
booktitle = {High Performance Computing - 36th International Conference, ISC High Performance 2021, Virtual Event, June 24 - July 2, 2021, Proceedings}
}
@article{journals/jpdc/ZengZSKP21,
title = {Accurate, efficient and scalable training of Graph Neural Networks.},
year = {2021},
journal = {J. Parallel Distributed Comput.},
author = {{Hanqing Zeng} and {Hongkuan Zhou} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@article{journals/pvldb/ZhouSZKP21,
title = {Accelerating Large Scale Real-Time GNN Inference using Channel Pruning.},
year = {2021},
journal = {Proc. VLDB Endow.},
author = {{Hongkuan Zhou} and {Ajitesh Srivastava} and {Hanqing Zeng} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@inproceedings{conf/cf/0111KKP22,
title = {NTTGen: a framework for generating low latency NTT implementations on FPGA.},
year = {2022},
booktitle = {CF},
author = {{Yang Yang 111} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17 - 22, 2022}
}
@inproceedings{conf/cf/ZhangSNKP22,
title = {Fine-grained address segmentation for attention-based variable-degree prefetching.},
year = {2022},
booktitle = {CF},
author = {{Pengmiao Zhang} and {Ajitesh Srivastava} and {Anant V. Nori} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17 - 22, 2022}
}
@inproceedings{conf/conext/WangZKSP22,
title = {Throughput optimization in heterogeneous MIMO networks: a GNN-based approach.},
year = {2022},
booktitle = {GNNet@CoNEXT},
author = {{Ta-Yang Wang} and {Hongkuan Zhou} and {Rajgopal Kannan} and {Ananthram Swami} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the 1st International Workshop on Graph Neural Networking, GNNet 2022, Rome, Italy, 9 December 2022}
}
@inproceedings{conf/data/WijeratneWKP22,
title = {Towards Programmable Memory Controller for Tensor Decomposition.},
year = {2022},
booktitle = {DATA},
author = {{Sasindu Wijeratne} and {Ta-Yang Wang} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {SCITEPRESS},
booktitle = {Proceedings of the 11th International Conference on Data Science, Technology and Applications, DATA 2022, Lisbon, Portugal, July 11-13, 2022.}
}
@inproceedings{conf/data/ZhangKNP22,
title = {A2P: Attention-based Memory Access Prediction for Graph Analytics.},
year = {2022},
booktitle = {DATA},
author = {{Pengmiao Zhang} and {Rajgopal Kannan} and {Anant V. Nori} and {Viktor K. Prasanna}},
publisher = {SCITEPRESS},
booktitle = {Proceedings of the 11th International Conference on Data Science, Technology and Applications, DATA 2022, Lisbon, Portugal, July 11-13, 2022.}
}
@inproceedings{conf/fccm/YangKKP22,
title = {FPGA Accelerator for Homomorphic Encrypted Sparse Convolutional Neural Network Inference.},
year = {2022},
booktitle = {FCCM},
author = {{Yang Yang 111} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {30th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2022, New York City, NY, USA, May 15-18, 2022}
}
@inproceedings{conf/fpga/YeKP22,
title = {End-to-End Acceleration of Homomorphic Encrypted CNN Inference on FPGAs.},
year = {2022},
booktitle = {FPGA},
author = {{Tian Ye} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {FPGA '22: The 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022 - 1 March 2022}
}
@inproceedings{conf/fpl/MengKP22,
title = {Accelerating Monte-Carlo Tree Search on CPU-FPGA Heterogeneous Platform.},
year = {2022},
booktitle = {FPL},
author = {{Yuan Meng} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {32nd International Conference on Field-Programmable Logic and Applications, FPL 2022, Belfast, United Kingdom, August 29 - Sept. 2, 2022}
}
@inproceedings{conf/fpl/ZhangKPB22,
title = {Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA.},
year = {2022},
booktitle = {FPL},
author = {{Bingyi Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {Carl E. Busart}},
publisher = {IEEE},
booktitle = {32nd International Conference on Field-Programmable Logic and Applications, FPL 2022, Belfast, United Kingdom, August 29 - Sept. 2, 2022}
}
@inproceedings{conf/fpt/0111KKP22,
title = {Bandwidth Efficient Homomorphic Encrypted Matrix Vector Multiplication Accelerator on FPGA.},
year = {2022},
booktitle = {FPT},
author = {{Yang Yang 111} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {International Conference on Field-Programmable Technology, (IC)FPT 2022, Hong Kong, December 5-9, 2022}
}
@inproceedings{conf/hipc/LahotiaPKP22,
title = {Accelerating Prefix Scan with in-network computing on Intel PIUMA.},
year = {2022},
booktitle = {HIPC},
author = {{Kartik Lakhotia} and {Fabrizio Petrini} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {29th IEEE International Conference on High Performance Computing, Data, and Analytics, HiPC 2022, Bengaluru, India, December 18-21, 2022}
}
@inproceedings{conf/hpec/YeKP22,
title = {FPGA Acceleration of Fully Homomorphic Encryption over the Torus.},
year = {2022},
booktitle = {HPEC},
author = {{Tian Ye} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {IEEE High Performance Extreme Computing Conference, HPEC 2022, Waltham, MA, USA, September 19-23, 2022}
}
@inproceedings{conf/hpec/ZhangKTNP22,
title = {SHARP: Software Hint-Assisted Memory Access Prediction for Graph Analytics.},
year = {2022},
booktitle = {HPEC},
author = {{Pengmiao Zhang} and {Rajgopal Kannan} and {Xiangzhi Tong} and {Anant V. Nori} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {IEEE High Performance Extreme Computing Conference, HPEC 2022, Waltham, MA, USA, September 19-23, 2022}
}
@inproceedings{conf/ipps/ZhouZKPB22,
title = {Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA.},
year = {2022},
booktitle = {IPDPS},
author = {{Hongkuan Zhou} and {Bingyi Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {Carl E. Busart}},
publisher = {IEEE},
booktitle = {2022 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2022, Lyon, France, May 30 - June 3, 2022}
}
@inproceedings{conf/ispdc/YeKRWKP22,
title = {Estimating the Impact of Communication Schemes for Distributed Graph Processing.},
year = {2022},
booktitle = {ISPDC},
author = {{Tian Ye} and {Sanmukh R. Kuppannagari} and {César A. F. De Rose} and {Sasindu Wijeratne} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {21st International Symposium on Parallel and Distributed Computing, ISPDC 2022, Basel, Switzerland, July 11-13, 2022}
}
@inproceedings{conf/sc/ZhangKSNP22,
title = {ReSemble: Reinforced Ensemble Framework for Data Prefetching.},
year = {2022},
booktitle = {SC},
author = {{Pengmiao Zhang} and {Rajgopal Kannan} and {Ajitesh Srivastava} and {Anant V. Nori} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {SC22: International Conference for High Performance Computing, Networking, Storage and Analysis, Dallas, TX, USA, November 13-18, 2022}
}
@article{journals/corr/abs-2204-08646,
title = {GraphHop++: New Insights into GraphHop and Its Enhancement.},
year = {2022},
journal = {CoRR},
author = {{Tian Xie} and {Rajgopal Kannan} and {C.-C. Jay Kuo}}
}
@article{journals/corr/abs-2205-14778,
title = {TransforMAP: Transformer for Memory Access Prediction.},
year = {2022},
journal = {CoRR},
author = {{Pengmiao Zhang} and {Ajitesh Srivastava} and {Anant V. Nori} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@article{journals/corr/abs-2212-05250,
title = {Phases, Modalities, Temporal and Spatial Locality: Domain Specific ML Prefetcher for Accelerating Graph Analytics.},
year = {2022},
journal = {CoRR},
author = {{Pengmiao Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@article{journals/ijdsa/ZhangSWRKP22,
title = {C-MemMAP: clustering-driven compact, adaptable, and generalizable meta-LSTM models for memory access prediction.},
year = {2022},
journal = {Int. J. Data Sci. Anal.},
author = {{Pengmiao Zhang} and {Ajitesh Srivastava} and {Ta-Yang Wang} and {César A. F. De Rose} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@article{journals/micro/LakhotiaPKP22,
title = {Accelerating Allreduce With In-Network Reduction on Intel PIUMA.},
year = {2022},
journal = {IEEE Micro},
author = {{Kartik Lakhotia} and {Fabrizio Petrini} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@article{journals/tpds/MengKKP22,
title = {PPOAccel: A High-Throughput Acceleration Framework for Proximal Policy Optimization.},
year = {2022},
journal = {IEEE Trans. Parallel Distributed Syst.},
author = {{Yuan Meng} and {Sanmukh R. Kuppannagari} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@inproceedings{conf/cikm/WangKP23,
title = {Training Heterogeneous Graph Neural Networks using Bandit Sampling.},
year = {2023},
booktitle = {CIKM},
author = {{Ta-Yang Wang} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}
}
@inproceedings{conf/data/WigginsMKP23,
title = {Characterizing Speed Performance of Multi-Agent Reinforcement Learning.},
year = {2023},
booktitle = {DATA},
author = {{Samuel Wiggins} and {Yuan Meng} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {SCITEPRESS},
booktitle = {Proceedings of the 12th International Conference on Data Science, Technology and Applications, DATA 2023, Rome, Italy, July 11-13, 2023.}
}
@inproceedings{conf/fpga/MengKP23,
title = {A Framework for Monte-Carlo Tree Search on CPU-FPGA Heterogeneous Platform via on-chip Dynamic Tree Management.},
year = {2023},
booktitle = {FPGA},
author = {{Yuan Meng} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, FPGA 2023, Monterey, CA, USA, February 12-14, 2023}
}
@inproceedings{conf/fpga/WijeratneWKP23,
title = {Accelerating Sparse MTTKRP for Tensor Decomposition on FPGA.},
year = {2023},
booktitle = {FPGA},
author = {{Sasindu Wijeratne} and {Ta-Yang Wang} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, FPGA 2023, Monterey, CA, USA, February 12-14, 2023}
}
@inproceedings{conf/fpl/YangLKP23,
title = {FPGA Acceleration of Rotation in Homomorphic Encryption Using Dynamic Data Layout.},
year = {2023},
booktitle = {FPL},
author = {{Yang Yang 111} and {Weihang Long} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {33rd International Conference on Field-Programmable Logic and Applications, FPL 2023, Gothenburg, Sweden, September 4-8, 2023}
}
@inproceedings{conf/hpec/FeinAshleyYKPB23,
title = {Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition.},
year = {2023},
booktitle = {HPEC},
author = {{Jacob Fein-Ashley} and {Tian Ye} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {Carl E. Busart}},
publisher = {IEEE},
booktitle = {IEEE High Performance Extreme Computing Conference, HPEC 2023, Boston, MA, USA, September 25-29, 2023}
}
@inproceedings{conf/hpec/GorleZKP23,
title = {G-MAP: A Graph Neural Network-Based Framework for Memory Access Prediction.},
year = {2023},
booktitle = {HPEC},
author = {{Abhiram Rao Gorle} and {Pengmiao Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {IEEE High Performance Extreme Computing Conference, HPEC 2023, Boston, MA, USA, September 25-29, 2023}
}
@inproceedings{conf/hpec/GuptaZKP23,
title = {PaCKD: Pattern-Clustered Knowledge Distillation for Compressing Memory Access Prediction Models.},
year = {2023},
booktitle = {HPEC},
author = {{Neelesh Gupta} and {Pengmiao Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {IEEE High Performance Extreme Computing Conference, HPEC 2023, Boston, MA, USA, September 25-29, 2023}
}
@inproceedings{conf/hpec/ParikhZKPB23,
title = {Performance of Graph Neural Networks for Point Cloud Applications.},
year = {2023},
booktitle = {HPEC},
author = {{Dhruv Parikh} and {Bingyi Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {Carl E. Busart}},
publisher = {IEEE},
booktitle = {IEEE High Performance Extreme Computing Conference, HPEC 2023, Boston, MA, USA, September 25-29, 2023}
}
@inproceedings{conf/hpec/WigginsMKP23,
title = {Accelerating Multi-Agent DDPG on CPU-FPGA Heterogeneous Platform.},
year = {2023},
booktitle = {HPEC},
author = {{Samuel Wiggins} and {Yuan Meng} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {IEEE High Performance Extreme Computing Conference, HPEC 2023, Boston, MA, USA, September 25-29, 2023}
}
@inproceedings{conf/hpec/ZhangKPB23,
title = {Accelerating GNN-Based SAR Automatic Target Recognition on HBM-Enabled FPGA.},
year = {2023},
booktitle = {HPEC},
author = {{Bingyi Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {Carl E. Busart}},
publisher = {IEEE},
booktitle = {IEEE High Performance Extreme Computing Conference, HPEC 2023, Boston, MA, USA, September 25-29, 2023}
}
@inproceedings{conf/infocom/ZhouKSP23,
title = {HTNet: Dynamic WLAN Performance Prediction using Heterogenous Temporal GNN.},
year = {2023},
booktitle = {INFOCOM},
author = {{Hongkuan Zhou} and {Rajgopal Kannan} and {Ananthram Swami} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {IEEE INFOCOM 2023 - IEEE Conference on Computer Communications, New York City, NY, USA, May 17-20, 2023}
}
@inproceedings{conf/sbac-pad/WijeratneKP23,
title = {Dynasor: A Dynamic Memory Layout for Accelerating Sparse MTTKRP for Tensor Decomposition on Multi-core CPU.},
year = {2023},
booktitle = {SBAC-PAD},
author = {{Sasindu Wijeratne} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {IEEE},
booktitle = {35th IEEE International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2023, Porto Alegre, Brazil, October 17-20, 2023}
}
@inproceedings{conf/sc/ZhangKP23,
title = {Phases, Modalities, Spatial and Temporal Locality: Domain Specific ML Prefetcher for Accelerating Graph Analytics.},
year = {2023},
booktitle = {SC},
author = {{Pengmiao Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna}},
publisher = {ACM},
booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2023, Denver, CO, USA, November 12-17, 2023}
}
@article{journals/corr/abs-2305-07119,
title = {Graph Neural Network for Accurate and Low-complexity SAR ATR.},
year = {2023},
journal = {CoRR},
author = {{Bingyi Zhang} and {Sasindu Wijeratne} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {Carl E. Busart}}
}
@article{journals/corr/abs-2312-02912,
title = {Realistic Scatterer Based Adversarial Attacks on SAR Image Classifiers.},
year = {2023},
journal = {CoRR},
author = {{Tian Ye} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {Carl E. Busart} and {Lance M. Kaplan}}
}
@article{journals/tsusc/CheungKSKP23,
title = {Behind-the-Meter Solar Generation Disaggregation at Varying Aggregation Levels Using Consumer Mixture Models.},
year = {2023},
journal = {IEEE Trans. Sustain. Comput.},
author = {{Chung Ming Cheung} and {Sanmukh Rao Kuppannagari} and {Ajitesh Srivastava} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@article{journals/topc/LakhotiaKP23,
title = {Parallel Peeling of Bipartite Networks for Hierarchical Dense Subgraph Discovery.},
year = {2023},
month = {June},
journal = {ACM Trans. Parallel Comput.},
author = {{Kartik Lakhotia} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@article{journals/pami/XieKK23,
title = {Label Efficient Regularization and Propagation for Graph Node Classification.},
year = {2023},
month = {December},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Tian Xie} and {Rajgopal Kannan} and {C.-C. Jay Kuo}}
}
@article{journals/corr/abs-2401-02687,
title = {PAHD: Perception-Action based Human Decision Making using Explainable Graph Neural Networks on SAR Images.},
year = {2024},
journal = {CoRR},
author = {{Sasindu Wijeratne} and {Bingyi Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna} and {Carl E. Busart}}
}
@article{journals/corr/abs-2401-06362,
title = {Attention, Distillation, and Tabularization: Towards Practical Neural Network-Based Prefetching.},
year = {2024},
journal = {CoRR},
author = {{Pengmiao Zhang} and {Neelesh Gupta} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@article{journals/corr/abs-2402-00564,
title = {A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification.},
year = {2024},
journal = {CoRR},
author = {{Jacob Fein-Ashley} and {Tian Ye} and {Sachini Wickramasinghe} and {Bingyi Zhang} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@article{journals/corr/abs-2402-05396,
title = {TASER: Temporal Adaptive Sampling for Fast and Accurate Dynamic Graph Representation Learning.},
year = {2024},
journal = {CoRR},
author = {{Gangda Deng} and {Hongkuan Zhou} and {Hanqing Zeng} and {Yinglong Xia} and {Christopher Leung} and {Jianbo Li} and {Rajgopal Kannan} and {Viktor K. Prasanna}}
}
@article{journals/corr/abs-2403-14047,
title = {Accelerating ViT Inference on FPGA through Static and Dynamic Pruning.},
year = {2024},
journal = {CoRR},
author = {{Dhruv Parikh} and {Shouyi Li} and {Bingyi Zhang} and {Rajgopal Kannan} and {Carl E. Busart} and {Viktor K. Prasanna}}
}