Raghu K. Ganti

Orcid: 0000-0003-3658-7918

Affiliations:
  • IBM T.J. Watson


According to our database1, Raghu K. Ganti authored at least 75 papers between 2006 and 2024.

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Bibliography

2024
Flexible and Effective Mixing of Large Language Models into a Mixture of Domain Experts.
CoRR, 2024

Enhancing Training Efficiency Using Packing with Flash Attention.
CoRR, 2024

Accelerating Production LLMs with Combined Token/Embedding Speculators.
CoRR, 2024

TP-Aware Dequantization.
CoRR, 2024

Accelerating a Triton Fused Kernel for W4A16 Quantized Inference with SplitK work decomposition.
CoRR, 2024

2023
Foundation Models for Generalist Geospatial Artificial Intelligence.
CoRR, 2023

AI Foundation Models for Weather and Climate: Applications, Design, and Implementation.
CoRR, 2023

SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach.
Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

2022
Rethinking data-driven networking with foundation models: challenges and opportunities.
Proceedings of the 21st ACM Workshop on Hot Topics in Networks, 2022

2020
Efficient orchestration of Node-RED IoT workflows using a Vector Symbolic Architecture.
Future Gener. Comput. Syst., 2020

Strategyproof Reinforcement Learning for Online Resource Allocation.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
Lightweight Indexing and Querying Services for Big Spatial Data.
IEEE Trans. Serv. Comput., 2019

neuralRank: Searching and ranking ANN-based model repositories.
CoRR, 2019

STB: space time boxes.
CCF Trans. Pervasive Comput. Interact., 2019

Demonstration of Dynamic Distributed Orchestration of Node-RED IoT Workflows Using a Vector Symbolic Architecture.
Proceedings of the IEEE International Conference on Smart Computing, 2019

Neural Networks at the Edge.
Proceedings of the IEEE International Conference on Smart Computing, 2019

NN-SAR: A Neural Network Approach for Spatial AutoRegression.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Coalition C3 Information Exchange Using Binary Symbolic Vectors.
Proceedings of the 2019 IEEE Military Communications Conference, 2019

2018
Guest editorial: special issue on mobile crowdsourcing - Preface to the special issue on mobile crowdsourcing.
World Wide Web, 2018

Unsupervised Estimation of Domain Applicability of Models.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Learning Service Semantics for Self-Organization in Distributed Environments: Concepts and Research Directions.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Doc2Img: A New Approach to Vectorization of Documents.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Neighbor Discovery and Rendezvous Maintenance with Extended Quorum Systems for Mobile Applications.
IEEE Trans. Mob. Comput., 2017

ClariSense+: An enhanced traffic anomaly explanation service using social network feeds.
Pervasive Mob. Comput., 2017

Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

On localizing urban events with Instagram.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

On the Limits of Subsampling of Location Traces.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Stark: Optimizing In-Memory Computing for Dynamic Dataset Collections.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

SOM-TC: Self-Organizing Map for Hierarchical Trajectory Clustering.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

On the improvement of classifying EEG recordings using neural networks.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Identifying sensor accesses from service descriptions.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Experiences with GreenGPS - Fuel-Efficient Navigation Using Participatory Sensing.
IEEE Trans. Mob. Comput., 2016

MP-trie: Fast Spatial Queries on Moving Objects.
Proceedings of the Industrial Track of the 17th International Middleware Conference, 2016

Entity reconciliation in a multi-camera network.
Proceedings of the 17th International Conference on Distributed Computing and Networking, 2016

2015
Generic Neighbor Discovery Accelerations in Mobile Applications.
ACM Trans. Sens. Networks, 2015

Reliable social sensing with physical constraints: analytic bounds and performance evaluation.
Real Time Syst., 2015

Guest Editorial Special Issue on Mobile Crowd Sensing for IoT.
IEEE Internet Things J., 2015

Joint Source Selection and Data Extrapolation in Social Sensing for Disaster Response.
CoRR, 2015

Pyro: A Spatial-Temporal Big-Data Storage System.
Proceedings of the 2015 USENIX Annual Technical Conference, 2015

Social Trove: A Self-Summarizing Storage Service for Social Sensing.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Joint Localization of Events and Sources in Social Networks.
Proceedings of the 2015 International Conference on Distributed Computing in Sensor Systems, 2015

2014
A BSP approach to composite network analysis.
Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

ClariSense: Clarifying sensor anomalies using social network feeds.
Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

When twitter meets foursquare: tweet location prediction using foursquare.
Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, 2014

On Critical Event Observability Using Social Networks: A Disaster Monitoring Perspective.
Proceedings of the 2014 IEEE Military Communications Conference, 2014


On Limits of Travel Time Predictions: Insights from a New York City Case Study.
Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

Efficient spatial query processing for big data.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Data Extrapolation in Social Sensing for Disaster Response.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2014

2013
Exploitation of Physical Constraints for Reliable Social Sensing.
Proceedings of the IEEE 34th Real-Time Systems Symposium, 2013

Spatio-temporal provenance: Identifying location information from unstructured text.
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops, 2013

Spatio-temporal Spread of Events in Social Networks: A Gas Shortage Case Study.
Proceedings of the 32th IEEE Military Communications Conference, 2013

STAMP: Ad hoc spatial-temporal provenance assurance for mobile users.
Proceedings of the 2013 21st IEEE International Conference on Network Protocols, 2013

Inferring human mobility patterns from taxicab location traces.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Map matching: facts and myths.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2012
MECA: mobile edge capture and analysis middleware for social sensing applications.
Proceedings of the 21st World Wide Web Conference, 2012

<i>Acc</i>: generic on-demand accelerations for neighbor discovery in mobile applications.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

EQS: Neighbor Discovery and Rendezvous Maintenance with Extended Quorum System for Mobile Sensing Applications.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

2011
Mobile crowdsensing: current state and future challenges.
IEEE Commun. Mag., 2011

Neighbor discovery with distributed quorum system.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

Distilling likely truth from noisy streaming data with Apollo.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

Analysis of Data from a Taxi Cab Participatory Sensor Network.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2011

DustDoctor: A self-healing sensor data collection system.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

The Sparse Regression Cube: A Reliable Modeling Technique for Open Cyber-Physical Systems.
Proceedings of the 2011 IEEE/ACM International Conference on Cyber-Physical Systems, 2011

2010
PoolView: Towards a people centric sensing world
PhD thesis, 2010

Privacy-aware regression modeling of participatory sensing data.
Proceedings of the 8th International Conference on Embedded Networked Sensor Systems, 2010

GreenGPS: a participatory sensing fuel-efficient maps application.
Proceedings of the 8th International Conference on Mobile Systems, 2010

Privacy-Preserving Reconstruction of Multidimensional Data Maps in Vehicular Participatory Sensing.
Proceedings of the Wireless Sensor Networks, 7th European Conference, 2010

Multisensor Fusion in Smartphones for Lifestyle Monitoring.
Proceedings of the International Conference on Body Sensor Networks, 2010

2008
PoolView: stream privacy for grassroots participatory sensing.
Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008

SenseWorld: Towards Cyber-Physical Social Networks.
Proceedings of the 7th International Conference on Information Processing in Sensor Networks, 2008

2007
Towards a Layered Architecture for Object-Based Execution in Wide-Area Deeply Embedded Computing.
Proceedings of the Tenth IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2007), 2007

A Caching-Based Approach to Routing in Delay-Tolerant Networks.
Proceedings of the 16th International Conference on Computer Communications and Networks, 2007

2006
Datalink streaming in wireless sensor networks.
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006

SATIRE: a software architecture for smart AtTIRE.
Proceedings of the 4th International Conference on Mobile Systems, 2006


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