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Raghu K. Ganti

Raghu Kiran Ganti

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affiliation: IBM T.J. Watson

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Books and Theses

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2010
[b1]
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Raghu K. Ganti:
PoolView: Towards a people centric sensing world. University of Illinois Urbana-Champaign, USA, 2010

Journal Articles

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2020
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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: 117-131 (2020)
2019
[j11]
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Dakshi Agrawal, Raghu K. Ganti, Jeff Jonas, Mudhakar Srivatsa:
STB: space time boxes. CCF Trans. Pervasive Comput. Interact. 1(2): 114-124 (2019)
[j10]
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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): 343-355 (2019)
2018
[j9]
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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): 739-740 (2018)
2017
[j8]
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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: 381-396 (2017)
[j7]
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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): 1967-1980 (2017)
2016
[j6]
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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: 140-155 (2016)
[j5]
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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): 672-689 (2016)
2015
[j4]
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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): 355-357 (2015)
[j3]
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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): 724-762 (2015)
[j2]
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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): 63:1-63:35 (2015)
2011
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Raghu K. Ganti, Fan Ye, Hui Lei:
Mobile crowdsensing: current state and future challenges. IEEE Commun. Mag. 49(11): 32-39 (2011)

Conference and Workshop Papers

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2022
[c53]
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Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar:
Rethinking data-driven networking with foundation models: challenges and opportunities. HotNets 2022: 188-197
2020
[c52]
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Sebastian Stein, Mateusz Ochal, Ioana-Adriana Moisoiu, Enrico H. Gerding, Raghu K. Ganti, Ting He, Tom La Porta:
Strategyproof Reinforcement Learning for Online Resource Allocation. AAMAS 2020: 1296-1304
2019
[c51]
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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: 784-789
[c50]
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  - conf/percom/DewanGS019
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Pranita Dewan, Raghu K. Ganti, Mudhakar Srivatsa, Sebastian Stein:
NN-SAR: A Neural Network Approach for Spatial AutoRegression. PerCom Workshops 2019: 783-789
[c49]
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Deboleena Roy, Gopalakrishnan Srinivasan, Priyadarshini Panda, Richard Tomsett, Nirmit Desai, Raghu K. Ganti, Kaushik Roy:
Neural Networks at the Edge. SMARTCOMP 2019: 45-50
[c48]
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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: 464-467
2018
[c47]
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ShreeRanjani SrirangamSridharan, Mudhakar Srivatsa, Raghu K. Ganti, Christopher Simpkin:
Doc2Img: A New Approach to Vectorization of Documents. FUSION 2018: 2172-2178
[c46]
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Nirmit Desai, Raghu K. Ganti, Heesung Kwon, Ian J. Taylor, Mudhakar Srivatsa:
Unsupervised Estimation of Domain Applicability of Models. MILCOM 2018: 34-39
[c45]
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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: 1080-1085
2017
[c44]
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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: 1709-1711
[c43]
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Antara Palit, Mudhakar Srivatsa, Raghu K. Ganti, Christopher Simpkin:
Identifying sensor accesses from service descriptions. IEEE BigData 2017: 3006-3011
[c42]
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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: 103-114
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Mudhakar Srivatsa, Raghu K. Ganti, Prasant Mohapatra:
On the Limits of Subsampling of Location Traces. ICDCS 2017: 1032-1041
[c40]
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Pranita Dewan, Raghu K. Ganti, Mudhakar Srivatsa:
SOM-TC: Self-Organizing Map for Hierarchical Trajectory Clustering. ICDCS 2017: 1042-1052
[c39]
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Prasanna Giridhar, Shiguang Wang, Tarek F. Abdelzaher, Raghu K. Ganti, Lance M. Kaplan, Jemin George:
On localizing urban events with Instagram. INFOCOM 2017: 1-9
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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: 320-329
2016
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Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath:
Entity reconciliation in a multi-camera network. ICDCN 2016: 41:1-41:6
[c36]
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Raghu K. Ganti, Mudhakar Srivatsa, Dakshi Agrawal, Petros Zerfos, Jorge Ortiz:
MP-trie: Fast Spatial Queries on Moving Objects. Middleware Industry 2016: 1
2015
[c35]
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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: 179-188
[c34]
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  - conf/icac/AminLRSWAGSGAL15
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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: 41-50
[c33]
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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: 97-109
2014
[c32]
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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: 119-126
[c31]
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Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Ling Liu:
Efficient spatial query processing for big data. SIGSPATIAL/GIS 2014: 469-472
[c30]
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Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher:
On Limits of Travel Time Predictions: Insights from a New York City Case Study. ICDCS 2014: 166-175
[c29]
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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: 35-46
[c28]
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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: 1633-1638
[c27]
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Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Ling Liu:
When twitter meets foursquare: tweet location prediction using foursquare. MobiQuitous 2014: 198-207
[c26]
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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: 395-400
[c25]
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Mudhakar Srivatsa, Raghu K. Ganti, Steven A. Borbash, Dakshi Agrawal:
A BSP approach to composite network analysis. PerCom Workshops 2014: 407-412
2013
[c24]
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Mudhakar Srivatsa, Raghu K. Ganti, Jingjing Wang, Vinay Kolar:
Map matching: facts and myths. SIGSPATIAL/GIS 2013: 474-477
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Raghu K. Ganti, Mudhakar Srivatsa, Anand Ranganathan, Jiawei Han:
Inferring human mobility patterns from taxicab location traces. UbiComp 2013: 459-468
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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: 1-10
[c21]
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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: 713-718
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Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Prasant Mohapatra:
Spatio-temporal provenance: Identifying location information from unstructured text. PerCom Workshops 2013: 499-504
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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: 212-223
2012
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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: 72-81
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Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti, Hui Lei:
Acc: generic on-demand accelerations for neighbor discovery in mobile applications. SenSys 2012: 169-182
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  - conf/www/YeGDGC12
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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: 699-702
2011
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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: 87-96
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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: 127-128
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Raghu K. Ganti, Iqbal Mohomed, Ramya Raghavendra, Anand Ranganathan:
Analysis of Data from a Taxi Cab Participatory Sensor Network. MobiQuitous 2011: 197-208
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Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti:
Neighbor discovery with distributed quorum system. SenSys 2011: 369-370
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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: 417-418
2010
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Raghu Kiran Ganti, Soundararajan Srinivasan, Aca Gacic:
Multisensor Fusion in Smartphones for Lifestyle Monitoring. BSN 2010: 36-43
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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: 114-130
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Raghu K. Ganti, Nam Pham, Hossein Ahmadi, Saurabh Nangia, Tarek F. Abdelzaher:
GreenGPS: a participatory sensing fuel-efficient maps application. MobiSys 2010: 151-164
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Hossein Ahmadi, Nam Pham, Raghu K. Ganti, Tarek F. Abdelzaher, Suman Nath, Jiawei Han:
Privacy-aware regression modeling of participatory sensing data. SenSys 2010: 99-112
2008
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Raghu K. Ganti, Yu-En Tsai, Tarek F. Abdelzaher:
SenseWorld: Towards Cyber-Physical Social Networks. IPSN 2008: 563-564
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Raghu K. Ganti, Nam Pham, Yu-En Tsai, Tarek F. Abdelzaher:
PoolView: stream privacy for grassroots participatory sensing. SenSys 2008: 281-294
2007
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Dan Henriksson, Tarek F. Abdelzaher, Raghu K. Ganti:
A Caching-Based Approach to Routing in Delay-Tolerant Networks. ICCCN 2007: 69-74
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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: 133-140
2006
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Raghu K. Ganti, Praveen Jayachandran, Tarek F. Abdelzaher, John A. Stankovic:
SATIRE: a software architecture for smart AtTIRE. MobiSys 2006: 110-123
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Raghu K. Ganti, Praveen Jayachandran, Haiyun Luo, Tarek F. Abdelzaher:
Datalink streaming in wireless sensor networks. SenSys 2006: 209-222

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2019
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Raghu K. Ganti, Xiaofan Fred Jiang, Gian Pietro Picco, Xia Zhou:
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, SenSys 2019, New York, NY, USA, November 10-13, 2019. ACM 2019, ISBN 978-1-4503-6950-3 [contents]
2012
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Raghu K. Ganti, Ashutosh Sabharwal, John Burruss:
Proceedings of the Second ACM Workshop on Mobile Systems, Applications, and Services for HealthCare, mHealthSys '12, Toronto, Ontario, Canada, November 6, 2012. ACM 2012, ISBN 978-1-4503-1764-1 [contents]
2011
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Raghu K. Ganti, Santosh Kumar, Kenneth L. Watkin:
Proceedings of the First ACM Workshop on Mobile Systems, Applications, and Services for Healthcare, mHealthSys '11, Seattle, Washington, USA, November 1, 2011. ACM 2011, ISBN 978-1-4503-0684-3 [contents]

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2024
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Adnan Hoque, Less Wright, Chih-Chieh Yang, Mudhakar Srivatsa, Raghu K. Ganti:
Accelerating a Triton Fused Kernel for W4A16 Quantized Inference with SplitK work decomposition. CoRR abs/2402.00025 (2024)
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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 abs/2402.02275 (2024)
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Adnan Hoque, Mudhakar Srivatsa, Chih-Chieh Yang, Raghu K. Ganti:
TP-Aware Dequantization. CoRR abs/2402.04925 (2024)
2023
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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 abs/2309.10808 (2023)
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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 abs/2310.18660 (2023)
2022
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Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar:
Rethinking Data-driven Networking with Foundation Models: Challenges and Opportunities. CoRR abs/2211.06494 (2022)
2019
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Nirmit Desai, Linsong Chu, Raghu K. Ganti, Sebastian Stein, Mudhakar Srivatsa:
neuralRank: Searching and ranking ANN-based model repositories. CoRR abs/1903.00711 (2019)
2016
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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 abs/1610.04805 (2016)
2015
[i1]
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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 abs/1512.00500 (2015)

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