Raghu K. Ganti

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 43

Top Topics

Spatial Queries

Top Venues

PerCom Workshops

Publications

Adnan Hoque, Mudhakar Srivatsa, Chih-Chieh Yang, Raghu K. Ganti
TP-Aware Dequantization. CoRR (2024)
Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. CoRR (2024)
Adnan Hoque, Less Wright, Jamie Yang, Mudhakar Srivatsa, Raghu K. Ganti
Accelerating a Triton Fused Kernel for W4A16 Quantized Inference with SplitK work decomposition. CoRR (2024)
Davis Wertheimer, Joshua Rosenkranz, Thomas P. Parnell, Sahil Suneja, Pavithra Ranganathan, Raghu K. Ganti, Mudhakar Srivatsa
Accelerating Production LLMs with Combined Token/Embedding Speculators. CoRR (2024)
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
Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR (2023)
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
AI Foundation Models for Weather and Climate: Applications, Design, and Implementation. CoRR (2023)
Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. SenSys (2023)
Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar
Rethinking Data-driven Networking with Foundation Models: Challenges and Opportunities. CoRR (2022)
Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar
Rethinking data-driven networking with foundation models: challenges and opportunities. HotNets (2022)
Chris Simpkin, Ian J. Taylor, Daniel Harborne, Graham A. Bent, Alun D. Preece, Raghu K. Ganti
Efficient orchestration of Node-RED IoT workflows using a Vector Symbolic Architecture. Future Gener. Comput. Syst. 111 (2020)
Sebastian Stein, Mateusz Ochal, Ioana-Adriana Moisoiu, Enrico Gerding, Raghu K. Ganti, Ting He, Tom La Porta
Strategyproof Reinforcement Learning for Online Resource Allocation. AAMAS (2020)
Dakshi Agrawal, Raghu K. Ganti, Jeff Jonas, Mudhakar Srivatsa
STB: space time boxes. CCF Trans. Pervasive Comput. Interact. 1 (2) (2019)
Deboleena Roy, Gopalakrishnan Srinivasan, Priyadarshini Panda, Richard Tomsett, Nirmit Desai, Raghu K. Ganti, Kaushik Roy
Neural Networks at the Edge. SMARTCOMP (2019)
Richard Tomsett, Graham A. Bent, Christopher Simpkin, Ian J. Taylor, Daniel Harborne, Alun D. Preece, Raghu K. Ganti
Demonstration of Dynamic Distributed Orchestration of Node-RED IoT Workflows Using a Vector Symbolic Architecture. SMARTCOMP (2019)
Kisung Lee, Ling Liu, Raghu K. Ganti, Mudhakar Srivatsa, Qi Zhang, Yang Zhou, Qingyang Wang
Lightweight Indexing and Querying Services for Big Spatial Data. IEEE Trans. Serv. Comput. 12 (3) (2019)
Chris Simpkin, Ian J. Taylor, Alun D. Preece, Graham A. Bent, Richard Tomsett, Raghu K. Ganti, Olwen Worthington
Coalition C3 Information Exchange Using Binary Symbolic Vectors. MILCOM (2019)
Nirmit Desai, Linsong Chu, Raghu K. Ganti, Sebastian Stein, Mudhakar Srivatsa
neuralRank: Searching and ranking ANN-based model repositories. CoRR (2019)
Pranita Dewan, Raghu K. Ganti, Mudhakar Srivatsa, Sebastian Stein
NN-SAR: A Neural Network Approach for Spatial AutoRegression. PerCom Workshops (2019)
Graham A. Bent, Geeth de Mel, Raghu K. Ganti, Tom La Porta, Gavin Pearson, Tien Pham, Sebastian Stein, Leandros Tassiulas, Ian J. Taylor
Learning Service Semantics for Self-Organization in Distributed Environments: Concepts and Research Directions. MILCOM (2018)
ShreeRanjani SrirangamSridharan, Mudhakar Srivatsa, Raghu K. Ganti, Christopher Simpkin
Doc2Img: A New Approach to Vectorization of Documents. FUSION (2018)
Nirmit Desai, Raghu K. Ganti, Heesung Kwon, Ian J. Taylor, Mudhakar Srivatsa
Unsupervised Estimation of Domain Applicability of Models. MILCOM (2018)
Bin Guo, Xing Xie, Raghu K. Ganti, Daqing Zhang, Zhu Wang
Guest editorial: special issue on mobile crowdsourcing - Preface to the special issue on mobile crowdsourcing. World Wide Web 21 (3) (2018)
Desheng Zhang, Tian He, Fan Ye, Raghu K. Ganti, Hui Lei
Neighbor Discovery and Rendezvous Maintenance with Extended Quorum Systems for Mobile Applications. IEEE Trans. Mob. Comput. 16 (7) (2017)
Pranita Dewan, Raghu K. Ganti, Mudhakar Srivatsa
SOM-TC: Self-Organizing Map for Hierarchical Trajectory Clustering. ICDCS (2017)
Shen Li, Md. Tanvir Al Amin, Raghu K. Ganti, Mudhakar Srivatsa, Shanhao Hu, Yiran Zhao, Tarek F. Abdelzaher
Stark: Optimizing In-Memory Computing for Dynamic Dataset Collections. ICDCS (2017)
Mudhakar Srivatsa, Raghu K. Ganti, Prasant Mohapatra
On the Limits of Subsampling of Location Traces. ICDCS (2017)
Prasanna Giridhar, Shiguang Wang, Tarek F. Abdelzaher, Raghu K. Ganti, Lance M. Kaplan, Jemin George
On localizing urban events with Instagram. INFOCOM (2017)
Yiran Zhao, Shuochao Yao, Shaohan Hu, Shiyu Chang, Raghu K. Ganti, Mudhakar Srivatsa, Shen Li, Tarek F. Abdelzaher
On the improvement of classifying EEG recordings using neural networks. IEEE BigData (2017)
Antara Palit, Mudhakar Srivatsa, Raghu K. Ganti, Christopher Simpkin
Identifying sensor accesses from service descriptions. IEEE BigData (2017)
Archith J. Bency, Swati Rallapalli, Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath
Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery. WACV (2017)
Prasanna Giridhar, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Dong Wang, Lance M. Kaplan, Jemin George, Raghu K. Ganti
ClariSense+: An enhanced traffic anomaly explanation service using social network feeds. Pervasive Mob. Comput. 41 (2017)
Prasanna Giridhar, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Dong Wang, Lance M. Kaplan, Jemin George, Raghu K. Ganti
ClariSense+: An enhanced traffic anomaly explanation service using social network feeds. Pervasive Mob. Comput. 33 (2016)
Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath
Entity reconciliation in a multi-camera network. ICDCN (2016)
Archith J. Bency, Swati Rallapalli, Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath
Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery. CoRR (2016)
Raghu K. Ganti, Mudhakar Srivatsa, Dakshi Agrawal, Petros Zerfos, Jorge Ortiz
MP-trie: Fast Spatial Queries on Moving Objects. Middleware Industry (2016)
Fatemeh Saremi, Omid Fatemieh, Hossein Ahmadi, Hongyan Wang, Tarek F. Abdelzaher, Raghu K. Ganti, Hengchang Liu, Shaohan Hu, Shen Li, Lu Su
Experiences with GreenGPS - Fuel-Efficient Navigation Using Participatory Sensing. IEEE Trans. Mob. Comput. 15 (3) (2016)
Bin Guo, Shusen Yang, Janne Lindqvist, Xing Xie, Raghu K. Ganti
Guest Editorial Special Issue on Mobile Crowd Sensing for IoT. IEEE Internet Things J. 2 (5) (2015)
Dong Wang, Tarek F. Abdelzaher, Lance M. Kaplan, Raghu K. Ganti, Shaohan Hu, Hengchang Liu
Reliable social sensing with physical constraints: analytic bounds and performance evaluation. Real Time Syst. 51 (6) (2015)
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
Social Trove: A Self-Summarizing Storage Service for Social Sensing. ICAC (2015)
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
Joint Source Selection and Data Extrapolation in Social Sensing for Disaster Response. CoRR (2015)
Shen Li, Shaohan Hu, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
Pyro: A Spatial-Temporal Big-Data Storage System. USENIX Annual Technical Conference (2015)
Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti, Hui Lei
Generic Neighbor Discovery Accelerations in Mobile Applications. ACM Trans. Sens. Networks 11 (4) (2015)
Prasanna Giridhar, Shiguang Wang, Tarek F. Abdelzaher, Jemin George, Lance M. Kaplan, Raghu K. Ganti
Joint Localization of Events and Sources in Social Networks. DCOSS (2015)
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
Data Extrapolation in Social Sensing for Disaster Response. DCOSS (2014)
Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher
On Limits of Travel Time Predictions: Insights from a New York City Case Study. ICDCS (2014)
Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Ling Liu
Efficient spatial query processing for big data. SIGSPATIAL/GIS (2014)
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
Using humans as sensors: an estimation-theoretic perspective. IPSN (2014)
Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Ling Liu
When twitter meets foursquare: tweet location prediction using foursquare. MobiQuitous (2014)
Dong-Anh Nguyen, Tarek F. Abdelzaher, Steven A. Borbash, Xuan-Hong Dang, Raghu K. Ganti, Ambuj K. Singh, Mudhakar Srivatsa
On Critical Event Observability Using Social Networks: A Disaster Monitoring Perspective. MILCOM (2014)
Prasanna Giridhar, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Lance M. Kaplan, Jemin George, Raghu K. Ganti
ClariSense: Clarifying sensor anomalies using social network feeds. PerCom Workshops (2014)
Mudhakar Srivatsa, Raghu K. Ganti, Steven A. Borbash, Dakshi Agrawal
A BSP approach to composite network analysis. PerCom Workshops (2014)
Raghu K. Ganti, Mudhakar Srivatsa, Hengchang Liu, Tarek F. Abdelzaher
Spatio-temporal Spread of Events in Social Networks: A Gas Shortage Case Study. MILCOM (2013)
Dong Wang, Tarek F. Abdelzaher, Lance M. Kaplan, Raghu K. Ganti, Shaohan Hu, Hengchang Liu
Exploitation of Physical Constraints for Reliable Social Sensing. RTSS (2013)
Mudhakar Srivatsa, Raghu K. Ganti, Jingjing Wang, Vinay Kolar
Map matching: facts and myths. SIGSPATIAL/GIS (2013)
Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Prasant Mohapatra
Spatio-temporal provenance: Identifying location information from unstructured text. PerCom Workshops (2013)
Xinlei Wang, Jindan Zhu, Amit Pande, Arun Raghuramu, Prasant Mohapatra, Tarek F. Abdelzaher, Raghu K. Ganti
STAMP: Ad hoc spatial-temporal provenance assurance for mobile users. ICNP (2013)
Raghu K. Ganti, Mudhakar Srivatsa, Anand Ranganathan, Jiawei Han
Inferring human mobility patterns from taxicab location traces. UbiComp (2013)
Desheng Zhang, Tian He, Fan Ye, Raghu K. Ganti, Hui Lei
EQS: Neighbor Discovery and Rendezvous Maintenance with Extended Quorum System for Mobile Sensing Applications. ICDCS (2012)
Fan Ye, Raghu K. Ganti, Raheleh Dimaghani, Keith Grueneberg, Seraphin B. Calo
MECA: mobile edge capture and analysis middleware for social sensing applications. WWW (Companion Volume) (2012)
Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti, Hui Lei
: generic on-demand accelerations for neighbor discovery in mobile applications. SenSys (2012)
Raghu K. Ganti, Iqbal Mohomed, Ramya Raghavendra, Anand Ranganathan
Analysis of Data from a Taxi Cab Participatory Sensor Network. MobiQuitous (2011)
Hieu Khac Le, Dong Wang, Hossein Ahmadi, Md. Yusuf Sarwar Uddin, Boleslaw K. Szymanski, Raghu K. Ganti, Tarek F. Abdelzaher
Distilling likely truth from noisy streaming data with Apollo. SenSys (2011)
Hossein Ahmadi, Tarek F. Abdelzaher, Jiawei Han, Nam Pham, Raghu K. Ganti
The Sparse Regression Cube: A Reliable Modeling Technique for Open Cyber-Physical Systems. ICCPS (2011)
Mohammad Maifi Hasan Khan, Hossein Ahmadi, Gulustan Dogan, Kannan Govindan, Raghu K. Ganti, Theodore Brown, Jiawei Han, Prasant Mohapatra, Tarek F. Abdelzaher
DustDoctor: A self-healing sensor data collection system. IPSN (2011)
Raghu K. Ganti, Fan Ye, Hui Lei
Mobile crowdsensing: current state and future challenges. IEEE Commun. Mag. 49 (11) (2011)
Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti
Neighbor discovery with distributed quorum system. SenSys (2011)
Raghu K. Ganti, Nam Pham, Hossein Ahmadi, Saurabh Nangia, Tarek F. Abdelzaher
GreenGPS: a participatory sensing fuel-efficient maps application. MobiSys (2010)
Hossein Ahmadi, Nam Pham, Raghu K. Ganti, Tarek F. Abdelzaher, Suman Nath, Jiawei Han
Privacy-aware regression modeling of participatory sensing data. SenSys (2010)
Nam Pham, Raghu K. Ganti, Md. Yusuf Sarwar Uddin, Suman Nath, Tarek F. Abdelzaher
Privacy-Preserving Reconstruction of Multidimensional Data Maps in Vehicular Participatory Sensing. EWSN (2010)
Raghu K. Ganti, Yu-En Tsai, Tarek F. Abdelzaher
SenseWorld: Towards Cyber-Physical Social Networks. IPSN (2008)
Raghu K. Ganti, Nam Pham, Yu-En Tsai, Tarek F. Abdelzaher
PoolView: stream privacy for grassroots participatory sensing. SenSys (2008)
Dan Henriksson, Tarek F. Abdelzaher, Raghu K. Ganti
A Caching-Based Approach to Routing in Delay-Tolerant Networks. ICCCN (2007)
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
Towards a Layered Architecture for Object-Based Execution in Wide-Area Deeply Embedded Computing. ISORC (2007)
Raghu K. Ganti, Praveen Jayachandran, Tarek F. Abdelzaher, John A. Stankovic
SATIRE: a software architecture for smart AtTIRE. MobiSys (2006)
Raghu K. Ganti, Praveen Jayachandran, Haiyun Luo, Tarek F. Abdelzaher
Datalink streaming in wireless sensor networks. SenSys (2006)