Lakshmish Ramaswamy

Orcid: 0000-0002-4567-4186

Affiliations:
  • University of Georgia, Athens, USA


According to our database1, Lakshmish Ramaswamy authored at least 115 papers between 2002 and 2024.

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Bibliography

2024
An Energy-Efficient Ensemble Approach for Mitigating Data Incompleteness in IoT Applications.
CoRR, 2024

Cost-Aware TrE-ND: Tri-embed Noise Detection for Enhancing Data Quality of Knowledge Graph.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

F4D: Factorized 4D Convolutional Neural Network for Efficient Video-Level Representation Learning.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023
Reaching for the Sky: Maximizing Deep Learning Inference Throughput on Edge Devices with AI Multi-Tenancy.
ACM Trans. Internet Techn., 2023

Towards Modular Machine Learning Solution Development: Benefits and Trade-offs.
CoRR, 2023

Harvesting Security: A Semantically Enriched Access Control Architecture for Smart Farms.
Proceedings of the 5th IEEE International Conference on Trust, 2023

Continual Optimization of In-Production Machine Learning Systems Through Semantic Analysis of User Feedback.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

Cost-Aware Ensemble Learning Approach for Overcoming Noise in Labeled Data.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

Toward Low-Cost and Sustainable IoT Systems for Soil Monitoring in Coastal Wetlands.
Proceedings of the 9th IEEE International Conference on Collaboration and Internet Computing, 2023

Modular Deep Learning for Big Data: Motivation, Challenges, and Approaches.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Impact of Labeling Noise on Machine Learning: A Cost-aware Empirical Study.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

A Layer Decomposition Approach to Inference Time Prediction of Deep Learning Architectures.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

SECOE: Alleviating Sensors Failure in Machine Learning-Coupled IoT Systems.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Effective & Efficient Access Control in Smart Farms: Opportunities, Challenges & Potential Approaches.
Proceedings of the 8th International Conference on Information Systems Security and Privacy, 2022

2021
Towards a Robust Knowledge Graph-Enabled Machine Learning Service Description Framework.
Proceedings of the 15th IEEE International Conference on Semantic Computing, 2021

Characterizing Resource Heterogeneity in Edge Devices for Deep Learning Inferences.
Proceedings of the SNTA@HPDC 2021: Proceedings of the 2021 on Systems and Network Telemetry and Analytics, 2021

Privacy Vulnerabilities of Wearable Activity Monitors: Threat and Potential Defence.
Proceedings of the 7th IEEE International Conference on Collaboration and Internet Computing, 2021

AI Multi-Tenancy on Edge: Concurrent Deep Learning Model Executions and Dynamic Model Placements on Edge Devices.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020
Urban ambient air temperature estimation using hyperlocal data from smart vehicle-borne sensors.
Comput. Environ. Urban Syst., 2020

Spatio-Temporal Coverage Enhancement in Drive-By Sensing Through Utility-Aware Mobile Agent Selection.
CoRR, 2020

Spatio-Temporal Coverage Enhancement in Drive-By Sensing Through Utility-Aware Mobile Agent Selection.
Proceedings of the Internet of Things - ICIOT 2020, 2020

A Feature-based Approach for Identifying Soccer Moves using an Accelerometer Sensor.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
Impact Vertices-Aware Diffusion Walk Algorithm for Efficient Subgraph Pattern Matching in Massive Graphs.
IEEE Access, 2019

A Mobile and Web-Based Approach for Targeted and Proactive Participatory Sensing.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2019

Extracting Topics from Semi-structured Data for Enhancing Enterprise Knowledge Graphs.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2019

Challenges and Approaches to Teaching Data Science Technologies in an Information Technology Program with Non-Traditional Students.
Proceedings of the 5th IEEE International Conference on Collaboration and Internet Computing, 2019

#selfharm on Instagram: Quantitative Analysis and Classification of Non-Suicidal Self-Injury.
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019

2018
Edge-Based Anomalous Sensor Placement Detection for Participatory Sensing of Urban Heat Islands.
Proceedings of the IEEE International Smart Cities Conference, 2018

Efficient Processing of Range Queries over Distributed Relational Databases.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Universal Metadata Repository: Integrating Data Profiles Across an Organization.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

A Multi-Cloud Cyber Infrastructure for Monitoring Global Proliferation of Cyanobacterial Harmful Algal Blooms.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

SCOUTS: A Smart Community Centric Urban Heat Monitoring Framework.
Proceedings of the 1st ACM SIGSPATIAL Workshop on Advances on Resilient and Intelligent Cities, 2018

Towards Efficient and Real-Time Human Activity Recognition Using Wearable Sensors: A Shapelet-Based Pattern Matching Approach.
Proceedings of the 13th EAI International Conference on Body Area Networks, 2018

2017
Intelligent Infrastructure for Smart Agriculture: An Integrated Food, Energy and Water System.
CoRR, 2017

CyanoSense: A Wireless Remote Sensor System Using Raspberry-Pi and Arduino with Application to Algal Bloom.
Proceedings of the IEEE International Conference on AI & Mobile Services, 2017

Caching for Pattern Matching Queries in Time Evolving Graphs: Challenges and Approaches.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Statistical Analysis of Window Sizes and Sampling Rates in Human Activity Recognition.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

A Spatio-Temporal Mining Approach for Enhancing Satellite Data Availability: A Case Study on Blue Green Algae.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016
A Hierarchical Meta-Classifier for Human Activity Recognition.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

A Multi-featured Approach for Wearable Sensor-Based Human Activity Recognition.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

TAU-FIVE: A Multi-tiered Architecture for Data Quality and Energy-Sustainability in Sensor Networks.
Proceedings of the International Conference on Distributed Computing in Sensor Systems, 2016

CyanoTRACKER: A Citizen Science Project for Reporting Harmful Algal Blooms.
Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016

Knowledge Graph-Based Query Rewriting in a Relational Data Harmonization Framework.
Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016

Continual and Cost-Effective Partitioning of Dynamic Graphs for Optimizing Big Graph Processing Systems.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

Data Driven Analysis of Algal Bloom Activity for Effective Water Sustainability.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015
An Analytical Study of Computation and Communication Tradeoffs in Distributed Graph.
EAI Endorsed Trans. Collab. Comput., 2015

Mobile Cloud Enabled Sensor Services: Opportunities, Challenges and Approaches.
Proceedings of the 2015 IEEE International Conference on Mobile Services, MS 2015, New York City, NY, USA, June 27, 2015

C-SenZ-IS: A Customizable Sensor IS Model for Energy Efficient SaaS.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

A rule-engine-based approach to a personalized OTC drug safety framework.
Proceedings of the 17th International Conference on E-health Networking, 2015

Harnessing Social Media for Environmental Sustainability: A Measurement Study on Harmful Algal Blooms.
Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

Incremental Partitioning of Large Time-Evolving Graphs.
Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

CoUPE: Continuous Query Processing Engine for Evolving Graphs.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

Research Directions for Big Data Graph Analytics.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

Data Quality and Energy Management Tradeoffs in Sensor Service Clouds.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
Editorial: Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2012).
Mob. Networks Appl., 2014

Collaborative caching for efficient dissemination of personalized video streams in resource constrained environments.
Multim. Syst., 2014

Preface.
Int. J. Cooperative Inf. Syst., 2014

Cooperative distributed architecture for mashups.
Enterp. Inf. Syst., 2014

Harnessing Context for Vandalism Detection in Wikipedia.
EAI Endorsed Trans. Collab. Comput., 2014

Editorial.
Comput. Secur., 2014

Towards a Mobile Cloud-Enabled Personalized and Context-Aware Drug Safety Advisory Framework for Mitigating Pharmaceutical Accidents.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

DQS-Cloud: A Data Quality-Aware autonomic cloud for sensor services.
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

Performance modeling of computation and communication tradeoffs in vertex-centric graph processing clusters.
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

Effective caching techniques for accelerating pattern matching queries.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

DualIso: An Algorithm for Subgraph Pattern Matching on Very Large Labeled Graphs.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Scalable XPath Evaluation on Large-Scale Continuously Evolving XML Repositories.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013
Towards Personalized Search for Tweets.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Workshops, 2013

A content-context-centric approach for detecting vandalism in Wikipedia.
Proceedings of the 9th IEEE International Conference on Collaborative Computing: Networking, 2013

SCISSOR: scalable and efficient reachability query processing in time-evolving hierarchies.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

A distributed vertex-centric approach for pattern matching in massive graphs.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Towards a Quality-centric Big Data Architecture for Federated Sensor Services.
Proceedings of the IEEE International Congress on Big Data, 2013

2012
DATEM: Towards QoS Aware Event Notification Framework for Delay Tolerant Networks.
Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Comet: Decentralized Complex Event Detection in Mobile Delay Tolerant Networks.
Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Towards efficient query processing on massive time-evolving graphs.
Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012

Preface.
Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012

2011
The CoQUOS Approach to Continuous Queries in Unstructured Overlays.
IEEE Trans. Knowl. Data Eng., 2011

Video personalization in heterogeneous and resource-constrained environments.
Multim. Syst., 2011

2010
The MACE Approach for Caching Mashups.
Int. J. Web Serv. Res., 2010

CoMaP: A Cooperative Overlay-Based Mashup Platform.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2010, 2010

Enhancing Scalability and Performance of Mashups Through Merging and Operator Reordering.
Proceedings of the IEEE International Conference on Web Services, 2010

CAEVA: A customizable and adaptive event aggregation framework for collaborative broker overlays.
Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010

Elusive vandalism detection in wikipedia: a text stability-based approach.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

A Link Obfuscation Service to Detect Webbots.
Proceedings of the 2010 IEEE International Conference on Services Computing, 2010

2009
Privacy-Aware Collaborative Spam Filtering.
IEEE Trans. Parallel Distributed Syst., 2009

Extracting Environmental Information for Improved Web Service Matching and Identification.
Proceedings of the 2009 IEEE World Congress on Services, Part II, 2009

CAESAR: A Context-Aware, Social Recommender System for Low-End Mobile Devices.
Proceedings of the MDM 2009, 2009

MACE: A Dynamic Caching Framework for Mashups.
Proceedings of the IEEE International Conference on Web Services, 2009

Rapid Identification Approach for Reusable SOA Assets Using Component Business Maps.
Proceedings of the IEEE International Conference on Web Services, 2009

Towards efficient event aggregation in a decentralized publish-subscribe system.
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems, 2009

Efficient dissemination of personalized video content in resource-constrained environments.
Proceedings of the 5th International Conference on Collaborative Computing: Networking, 2009

Managing Configuration Complexity during Deployment and Maintenance of SOA Solutions.
Proceedings of the 2009 IEEE International Conference on Services Computing (SCC 2009), 2009

2008
PeerCast: Churn-resilient end system multicast on heterogeneous overlay networks.
J. Netw. Comput. Appl., 2008

Mediatability: Estimating the Degree of Human Involvement in XML Schema Mediation.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

ALPACAS: A Large-Scale Privacy-Aware Collaborative Anti-Spam System.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Replication in Overlay Networks: A Multi-objective Optimization Approach.
Proceedings of the Collaborative Computing: Networking, 2008

A Formal Model of Service Delivery.
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007
Scalable Delivery of Dynamic Content Using a Cooperative Edge Cache Grid.
IEEE Trans. Knowl. Data Eng., 2007

Message Diffusion in Unstructured Overlay Networks.
Proceedings of the Sixth IEEE International Symposium on Network Computing and Applications (NCA 2007), 12, 2007

A framework for encoding and caching of video for quality adaptive progressive download.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

A Utility-Aware Middleware Architecture for Decentralized Group Communication Applications.
Proceedings of the Middleware 2007, 2007

CoQUOS: Lightweight Support for Continuous Queries in Unstructured Overlays.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

A Semantic Framework for Identifying Events in a Service Oriented Architecture.
Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Message replication in unstructured peer-to-peer network.
Proceedings of the 3rd International Conference on Collaborative Computing: Networking, 2007

2006
Efficient Formation of Edge Cache Groups for Dynamic Content Delivery.
Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006

Cooperative Data Placement and Replication in Edge Cache Networks.
Proceedings of the 2nd International ICST Conference on Collaborative Computing: Networking, 2006

2005
A Distributed Approach to Node Clustering in Decentralized Peer-to-Peer Networks.
IEEE Trans. Parallel Distributed Syst., 2005

Automatic Fragment Detection in Dynamic Web Pages and Its Impact on Caching.
IEEE Trans. Knowl. Data Eng., 2005

Cache Clouds: Cooperative Caching of Dynamic Documents in Edge Networks.
Proceedings of the 25th International Conference on Distributed Computing Systems (ICDCS 2005), 2005

Efficient delivery of dynamic content: the cooperative EC grid project.
Proceedings of the 1st International Conference on Collaborative Computing: Networking, 2005

2004
An Expiration Age-Based Document Placement Scheme for Cooperative Web Caching.
IEEE Trans. Knowl. Data Eng., 2004

Automatic detection of fragments in dynamically generated web pages.
Proceedings of the 13th international conference on World Wide Web, 2004

2003
Connectivity Based Node Clustering in Decentralized Peer-to-Peer Networks.
Proceedings of the 3rd International Conference on Peer-to-Peer Computing (P2P 2003), 2003

Free Riding: A New Challenge to Peer-to-Peer File Sharing Systems.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

Techniques for efficient fragment detection in web pages.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002
A New Document Placement Scheme for Cooperative Caching on the Internet.
Proceedings of the 22nd International Conference on Distributed Computing Systems (ICDCS'02), 2002


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