Raghu K. Ganti

80 papers A* 1A 10B 7C 4Misc 10Journal 24Unranked 21

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Accelerating Production LLMs with Combined Token/Embedding Speculators. CoRR Davis Wertheimer, Joshua Rosenkranz, Thomas P. Parnell, Sahil Suneja, Pavithra Ranganathan, Raghu K. Ganti, Mudhakar Srivatsa
2024	J	`jnl`	Accelerating a Triton Fused Kernel for W4A16 Quantized Inference with SplitK work decomposition. CoRR Adnan Hoque, Less Wright, Chih-Chieh Yang, Mudhakar Srivatsa, Raghu K. Ganti
2024	J	`jnl`	HadaCore: Tensor Core Accelerated Hadamard Transform Kernel. CoRR Krish Agarwal, Rishi Astra, Adnan Hoque, Mudhakar Srivatsa, Raghu K. Ganti, Less Wright, Sijia Chen
2024	J	`jnl`	SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. CoRR Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
2024	J	`jnl`	TP-Aware Dequantization. CoRR Adnan Hoque, Mudhakar Srivatsa, Chih-Chieh Yang, Raghu K. Ganti
2024	J	`jnl`	Transforming the Hybrid Cloud for Emerging AI Workloads. CoRR Deming Chen, Alaa Youssef, Ruchi Pendse, André Schleife, Bryan K. Clark, Hendrik F. Hamann, Jingrui He, Teodoro Laino, Lav R. Varshney, Yuxiong Wang, Avirup Sil, Reyhaneh Jabbarvand, Tianyin Xu, Volodymyr V. Kindratenko, Carlos H. A. Costa, Sarita V. Adve, Charith Mendis, Minjia Zhang, Santiago Núñez-Corrales, Raghu K. Ganti, Mudhakar Srivatsa, Nam Sung Kim, Josep Torrellas, Jian Huang, Seetharami R. Seelam, Klara Nahrstedt, Tarek F. Abdelzaher, Tamar Eilam, Huimin Zhao, Matteo Manica, Ravishankar K. Iyer, Martin Hirzel, Vikram S. Adve, Darko Marinov, Hubertus Franke, Hanghang Tong, Elizabeth A. Ainsworth, Han Zhao, Deepak Vasisht, Minh Do, Fábio Oliveira, Giovanni Pacifici, Ruchir Puri, Priya Nagpurkar
2023	J	`jnl`	AI Foundation Models for Weather and Climate: Applications, Design, and Implementation. CoRR S. Karthik Mukkavilli, Daniel Salles Civitarese, Johannes Schmude, Johannes Jakubik, Anne Jones, Nam Nguyen, Christopher Phillips, Sujit Roy, Shraddha Singh, Campbell D. Watson, Raghu K. Ganti, Hendrik F. Hamann, Udaysankar Nair, Rahul Ramachandran, Kommy Weldemariam
2023	J	`jnl`	Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran
2023	Misc	`conf`	SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. SenSys Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
2022	J	`jnl`	Rethinking Data-driven Networking with Foundation Models: Challenges and Opportunities. CoRR Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar
2022	Misc	`conf`	Rethinking data-driven networking with foundation models: challenges and opportunities. HotNets Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar
2020	J	`jnl`	Efficient orchestration of Node-RED IoT workflows using a Vector Symbolic Architecture. Future Gener. Comput. Syst. Chris Simpkin, Ian J. Taylor, Daniel Harborne, Graham A. Bent, Alun D. Preece, Raghu K. Ganti
2020	A	`conf`	Strategyproof Reinforcement Learning for Online Resource Allocation. AAMAS Sebastian Stein, Mateusz Ochal, Ioana-Adriana Moisoiu, Enrico H. Gerding, Raghu K. Ganti, Ting He, Tom La Porta
2019	—	`conf`	Coalition C3 Information Exchange Using Binary Symbolic Vectors. MILCOM Chris Simpkin, Ian J. Taylor, Alun D. Preece, Graham A. Bent, Richard Tomsett, Raghu K. Ganti, Olwen Worthington
2019	B	`conf`	Demonstration of Dynamic Distributed Orchestration of Node-RED IoT Workflows Using a Vector Symbolic Architecture. SMARTCOMP Richard Tomsett, Graham A. Bent, Christopher Simpkin, Ian J. Taylor, Daniel Harborne, Alun D. Preece, Raghu K. Ganti
2019	J	`jnl`	Lightweight Indexing and Querying Services for Big Spatial Data. IEEE Trans. Serv. Comput. Kisung Lee, Ling Liu, Raghu K. Ganti, Mudhakar Srivatsa, Qi Zhang, Yang Zhou, Qingyang Wang
2019	—	`conf`	NN-SAR: A Neural Network Approach for Spatial AutoRegression. PerCom Workshops Pranita Dewan, Raghu K. Ganti, Mudhakar Srivatsa, Sebastian Stein
2019	B	`conf`	Neural Networks at the Edge. SMARTCOMP Deboleena Roy, Gopalakrishnan Srinivasan, Priyadarshini Panda, Richard Tomsett, Nirmit Desai, Raghu K. Ganti, Kaushik Roy
2019	Misc	`ed.`	Proceedings of the 17th Conference on Embedded Networked Sensor Systems, SenSys 2019, New York, NY, USA, November 10-13, 2019. SenSys Raghu K. Ganti, Xiaofan Fred Jiang, Gian Pietro Picco, Xia Zhou
2019	J	`jnl`	STB: space time boxes. CCF Trans. Pervasive Comput. Interact. Dakshi Agrawal, Raghu K. Ganti, Jeff Jonas, Mudhakar Srivatsa
2019	J	`jnl`	neuralRank: Searching and ranking ANN-based model repositories. CoRR Nirmit Desai, Linsong Chu, Raghu K. Ganti, Sebastian Stein, Mudhakar Srivatsa
2018	C	`conf`	Doc2Img: A New Approach to Vectorization of Documents. FUSION Shreeranjani Srirangamsridharan, Mudhakar Srivatsa, Raghu K. Ganti, Christopher Simpkin
2018	J	`jnl`	Guest editorial: special issue on mobile crowdsourcing - Preface to the special issue on mobile crowdsourcing. World Wide Web Bin Guo, Xing Xie, Raghu K. Ganti, Daqing Zhang, Zhu Wang
2018	—	`conf`	Learning Service Semantics for Self-Organization in Distributed Environments: Concepts and Research Directions. MILCOM Graham A. Bent, Geeth de Mel, Raghu K. Ganti, Tom La Porta, Gavin Pearson, Tien Pham, Sebastian Stein, Leandros Tassiulas, Ian J. Taylor
2018	—	`conf`	Unsupervised Estimation of Domain Applicability of Models. MILCOM Nirmit Desai, Raghu K. Ganti, Heesung Kwon, Ian J. Taylor, Mudhakar Srivatsa
2017	A	`conf`	Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery. WACV Archith J. Bency, Swati Rallapalli, Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath
2017	J	`jnl`	ClariSense+: An enhanced traffic anomaly explanation service using social network feeds. Pervasive Mob. Comput. Prasanna Giridhar, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Dong Wang, Lance M. Kaplan, Jemin George, Raghu K. Ganti
2017	—	`conf`	Identifying sensor accesses from service descriptions. IEEE BigData Antara Palit, Mudhakar Srivatsa, Raghu K. Ganti, Christopher Simpkin
2017	J	`jnl`	Neighbor Discovery and Rendezvous Maintenance with Extended Quorum Systems for Mobile Applications. IEEE Trans. Mob. Comput. Desheng Zhang, Tian He, Fan Ye, Raghu K. Ganti, Hui Lei
2017	A*	`conf`	On localizing urban events with Instagram. INFOCOM Prasanna Giridhar, Shiguang Wang, Tarek F. Abdelzaher, Raghu K. Ganti, Lance M. Kaplan, Jemin George
2017	A	`conf`	On the Limits of Subsampling of Location Traces. ICDCS Mudhakar Srivatsa, Raghu K. Ganti, Prasant Mohapatra
2017	—	`conf`	On the improvement of classifying EEG recordings using neural networks. IEEE BigData Yiran Zhao, Shuochao Yao, Shaohan Hu, Shiyu Chang, Raghu K. Ganti, Mudhakar Srivatsa, Shen Li, Tarek F. Abdelzaher
2017	A	`conf`	SOM-TC: Self-Organizing Map for Hierarchical Trajectory Clustering. ICDCS Pranita Dewan, Raghu K. Ganti, Mudhakar Srivatsa
2017	A	`conf`	Stark: Optimizing In-Memory Computing for Dynamic Dataset Collections. ICDCS Shen Li, Md. Tanvir Al Amin, Raghu K. Ganti, Mudhakar Srivatsa, Shanhao Hu, Yiran Zhao, Tarek F. Abdelzaher
2016	J	`jnl`	Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery. CoRR Archith J. Bency, Swati Rallapalli, Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath
2016	J	`jnl`	ClariSense+: An enhanced traffic anomaly explanation service using social network feeds. Pervasive Mob. Comput. Prasanna Giridhar, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Dong Wang, Lance M. Kaplan, Jemin George, Raghu K. Ganti
2016	Misc	`conf`	Entity reconciliation in a multi-camera network. ICDCN Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath
2016	J	`jnl`	Experiences with GreenGPS - Fuel-Efficient Navigation Using Participatory Sensing. IEEE Trans. Mob. Comput. Fatemeh Saremi, Omid Fatemieh, Hossein Ahmadi, Hongyan Wang, Tarek F. Abdelzaher, Raghu K. Ganti, Hengchang Liu, Shaohan Hu, Shen Li, Lu Su
2016	—	`conf`	MP-trie: Fast Spatial Queries on Moving Objects. Middleware Industry Raghu K. Ganti, Mudhakar Srivatsa, Dakshi Agrawal, Petros Zerfos, Jorge Ortiz
2015	J	`jnl`	Generic Neighbor Discovery Accelerations in Mobile Applications. ACM Trans. Sens. Networks Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti, Hui Lei
2015	J	`jnl`	Guest Editorial Special Issue on Mobile Crowd Sensing for IoT. IEEE Internet Things J. Bin Guo, Shusen Yang, Janne Lindqvist, Xing Xie, Raghu K. Ganti
2015	B	`conf`	Joint Localization of Events and Sources in Social Networks. DCOSS Prasanna Giridhar, Shiguang Wang, Tarek F. Abdelzaher, Jemin George, Lance M. Kaplan, Raghu K. Ganti
2015	J	`jnl`	Joint Source Selection and Data Extrapolation in Social Sensing for Disaster Response. CoRR Mohammad Hosseini, Nooreddin Naghibolhosseini, Amotz Barnoy, Peter Terlecky, Hengchang Liu, Shaohan Hu, Shiguang Wang, Md. Tanvir Al Amin, Lu Su, Dong Wang, Ramesh Govindan, Raghu K. Ganti, Mudhakar Srivatsa, Charu C. Aggarwal, Tarek F. Abdelzaher, Siyu Gu, Chenji Pan
2015	—	`conf`	Pyro: A Spatial-Temporal Big-Data Storage System. USENIX ATC Shen Li, Shaohan Hu, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
2015	J	`jnl`	Reliable social sensing with physical constraints: analytic bounds and performance evaluation. Real Time Syst. Dong Wang, Tarek F. Abdelzaher, Lance M. Kaplan, Raghu K. Ganti, Shaohan Hu, Hengchang Liu
2015	—	`conf`	Social Trove: A Self-Summarizing Storage Service for Social Sensing. ICAC Md. Tanvir Al Amin, Shen Li, Muntasir Raihan Rahman, Panindra Tumkur Seetharamu, Shiguang Wang, Tarek F. Abdelzaher, Indranil Gupta, Mudhakar Srivatsa, Raghu K. Ganti, Reaz Ahmed, Hieu Khac Le
2014	—	`conf`	A BSP approach to composite network analysis. PerCom Workshops Mudhakar Srivatsa, Raghu K. Ganti, Steven A. Borbash, Dakshi Agrawal
2014	—	`conf`	ClariSense: Clarifying sensor anomalies using social network feeds. PerCom Workshops Prasanna Giridhar, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Lance M. Kaplan, Jemin George, Raghu K. Ganti
2014	B	`conf`	Data Extrapolation in Social Sensing for Disaster Response. DCOSS Siyu Gu, Chenji Pan, Hengchang Liu, Shen Li, Shaohan Hu, Lu Su, Shiguang Wang, Dong Wang, Md. Tanvir Al Amin, Ramesh Govindan, Charu C. Aggarwal, Raghu K. Ganti, Mudhakar Srivatsa, Amotz Barnoy, Peter Terlecky, Tarek F. Abdelzaher
2014	—	`conf`	Efficient spatial query processing for big data. SIGSPATIAL/GIS Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Ling Liu
2014	—	`conf`	On Critical Event Observability Using Social Networks: A Disaster Monitoring Perspective. MILCOM Dong-Anh Nguyen, Tarek F. Abdelzaher, Steven A. Borbash, Xuan-Hong Dang, Raghu K. Ganti, Ambuj K. Singh, Mudhakar Srivatsa
2014	A	`conf`	On Limits of Travel Time Predictions: Insights from a New York City Case Study. ICDCS Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
2014	—	`conf`	Using humans as sensors: an estimation-theoretic perspective. IPSN Dong Wang, Md. Tanvir Al Amin, Shen Li, Tarek F. Abdelzaher, Lance M. Kaplan, Siyu Gu, Chenji Pan, Hengchang Liu, Charu C. Aggarwal, Raghu K. Ganti, Xinlei Wang, Prasant Mohapatra, Boleslaw K. Szymanski, Hieu Khac Le
2014	C	`conf`	When twitter meets foursquare: tweet location prediction using foursquare. MobiQuitous Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Ling Liu
2013	A	`conf`	Exploitation of Physical Constraints for Reliable Social Sensing. RTSS Dong Wang, Tarek F. Abdelzaher, Lance M. Kaplan, Raghu K. Ganti, Shaohan Hu, Hengchang Liu
2013	Misc	`conf`	Inferring human mobility patterns from taxicab location traces. UbiComp Raghu K. Ganti, Mudhakar Srivatsa, Anand Ranganathan, Jiawei Han
2013	—	`conf`	Map matching: facts and myths. SIGSPATIAL/GIS Mudhakar Srivatsa, Raghu K. Ganti, Jingjing Wang, Vinay Kolar
2013	B	`conf`	STAMP: Ad hoc spatial-temporal provenance assurance for mobile users. ICNP Xinlei Wang, Jindan Zhu, Amit Pande, Arun Raghuramu, Prasant Mohapatra, Tarek F. Abdelzaher, Raghu K. Ganti
2013	—	`conf`	Spatio-temporal Spread of Events in Social Networks: A Gas Shortage Case Study. MILCOM Raghu K. Ganti, Mudhakar Srivatsa, Hengchang Liu, Tarek F. Abdelzaher
2013	—	`conf`	Spatio-temporal provenance: Identifying location information from unstructured text. PerCom Workshops Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Prasant Mohapatra
2012	A	`conf`	EQS: Neighbor Discovery and Rendezvous Maintenance with Extended Quorum System for Mobile Sensing Applications. ICDCS Desheng Zhang, Tian He, Fan Ye, Raghu K. Ganti, Hui Lei
2012	—	`conf`	MECA: mobile edge capture and analysis middleware for social sensing applications. WWW (Companion Volume) Fan Ye, Raghu K. Ganti, Raheleh Dimaghani, Keith Grueneberg, Seraphin B. Calo
2012	—	`ed.`	Proceedings of the Second ACM Workshop on Mobile Systems, Applications, and Services for HealthCare, mHealthSys '12, Toronto, Ontario, Canada, November 6, 2012 mHealthSys@SenSys Raghu K. Ganti, Ashutosh Sabharwal, John Burruss
2011	C	`conf`	Analysis of Data from a Taxi Cab Participatory Sensor Network. MobiQuitous Raghu K. Ganti, Iqbal Mohomed, Ramya Raghavendra, Anand Ranganathan
2011	Misc	`conf`	Distilling likely truth from noisy streaming data with Apollo. SenSys Hieu Khac Le, Dong Wang, Hossein Ahmadi, Md. Yusuf Sarwar Uddin, Boleslaw K. Szymanski, Raghu K. Ganti, Tarek F. Abdelzaher
2011	—	`conf`	DustDoctor: A self-healing sensor data collection system. IPSN Mohammad Maifi Hasan Khan, Hossein Ahmadi, Gulustan Dogan, Kannan Govindan, Raghu K. Ganti, Theodore Brown, Jiawei Han, Prasant Mohapatra, Tarek F. Abdelzaher
2011	J	`jnl`	Mobile crowdsensing: current state and future challenges. IEEE Commun. Mag. Raghu K. Ganti, Fan Ye, Hui Lei
2011	Misc	`conf`	Neighbor discovery with distributed quorum system. SenSys Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti
2011	—	`ed.`	Proceedings of the First ACM Workshop on Mobile Systems, Applications, and Services for Healthcare, mHealthSys '11, Seattle, Washington, USA, November 1, 2011 mHealthSys@SenSys Raghu K. Ganti, Santosh Kumar, Kenneth L. Watkin
2011	—	`conf`	The Sparse Regression Cube: A Reliable Modeling Technique for Open Cyber-Physical Systems. ICCPS Hossein Ahmadi, Tarek F. Abdelzaher, Jiawei Han, Nam Pham, Raghu K. Ganti
2010	A	`conf`	GreenGPS: a participatory sensing fuel-efficient maps application. MobiSys Raghu K. Ganti, Nam Pham, Hossein Ahmadi, Saurabh Nangia, Tarek F. Abdelzaher
2010	—	`—`	PoolView: Towards a people centric sensing world Raghu K. Ganti
2010	B	`conf`	Privacy-Preserving Reconstruction of Multidimensional Data Maps in Vehicular Participatory Sensing. EWSN Nam Pham, Raghu K. Ganti, Md. Yusuf Sarwar Uddin, Suman Nath, Tarek F. Abdelzaher
2010	Misc	`conf`	Privacy-aware regression modeling of participatory sensing data. SenSys Hossein Ahmadi, Nam Pham, Raghu K. Ganti, Tarek F. Abdelzaher, Suman Nath, Jiawei Han
2008	Misc	`conf`	PoolView: stream privacy for grassroots participatory sensing. SenSys Raghu K. Ganti, Nam Pham, Yu-En Tsai, Tarek F. Abdelzaher
2008	—	`conf`	SenseWorld: Towards Cyber-Physical Social Networks. IPSN Raghu K. Ganti, Yu-En Tsai, Tarek F. Abdelzaher
2007	B	`conf`	A Caching-Based Approach to Routing in Delay-Tolerant Networks. ICCCN Dan Henriksson, Tarek F. Abdelzaher, Raghu K. Ganti
2007	C	`conf`	Towards a Layered Architecture for Object-Based Execution in Wide-Area Deeply Embedded Computing. ISORC Tarek F. Abdelzaher, Qing Cao, Raghu K. Ganti, Dan Henriksson, Mohammad Maifi Hasan Khan, Jin Heo, Chengdu Huang, Praveen Jayachandran, Hieu Khac Le, Liqian Luo, Yu-En Tsai
2006	Misc	`conf`	Datalink streaming in wireless sensor networks. SenSys Raghu K. Ganti, Praveen Jayachandran, Haiyun Luo, Tarek F. Abdelzaher
2006	A	`conf`	SATIRE: a software architecture for smart AtTIRE. MobiSys Raghu K. Ganti, Praveen Jayachandran, Tarek F. Abdelzaher, John A. Stankovic