Saurabh Kumar Garg

Orcid: 0000-0001-8719-284X

Affiliations:
  • University of Tasmania, School of Technology, Environments and Design, Australia


According to our database1, Saurabh Kumar Garg authored at least 130 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Deep Learning for Plant Identification and Disease Classification from Leaf Images: Multi-prediction Approaches.
ACM Comput. Surv., June, 2024

Parallel scale de-blur net for sharpening video images for remote clinical assessment of hand movements.
Expert Syst. Appl., January, 2024

Research allocation in mobile volunteer computing system: Taxonomy, challenges and future work.
Future Gener. Comput. Syst., 2024

2023
Machine learning for leaf disease classification: data, techniques and applications.
Artif. Intell. Rev., December, 2023

An adaptive quadtree-based approach for efficient decision making in wildfire risk assessment.
Environ. Model. Softw., February, 2023

SDP: Scalable Real-Time Dynamic Graph Partitioner.
IEEE Trans. Serv. Comput., 2023

Fog Device-as-a-Service (FDaaS): A Framework for Service Deployment in Public Fog Environments.
CoRR, 2023

Rapid-Motion-Track: Markerless Tracking of Fast Human Motion with Deeper Learning.
CoRR, 2023

BoCB: Performance Benchmarking by Analysing Impacts of Cloud Platforms on Consortium Blockchain.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2023

2022
Scheduling Algorithms for Efficient Execution of Stream Workflow Applications in Multicloud Environments.
IEEE Trans. Serv. Comput., 2022

A blockchain-based framework for automatic SLA management in fog computing environments.
J. Supercomput., 2022

AutoDiagn: An Automated Real-Time Diagnosis Framework for Big Data Systems.
IEEE Trans. Computers, 2022

A context-aware information-based clone node attack detection scheme in Internet of Things.
J. Netw. Comput. Appl., 2022

A taxonomy study on securing Blockchain-based Industrial applications: An overview, application perspectives, requirements, attacks, countermeasures, and open issues.
J. Ind. Inf. Integr., 2022

Applications of artificial intelligence to aid early detection of dementia: A scoping review on current capabilities and future directions.
J. Biomed. Informatics, 2022

Resource scheduling and provisioning for processing of dynamic stream workflows under latency constraints.
Future Gener. Comput. Syst., 2022

A hybrid consensus algorithm for master-slave blockchain in a multidomain conversation system.
Expert Syst. Appl., 2022

Smart-contract enabled decentralized knowledge fusion for blockchain-based conversation system.
Expert Syst. Appl., 2022

A survey: From shallow to deep machine learning approaches for blood pressure estimation using biosensors.
Expert Syst. Appl., 2022

A probability-based risk metric for operational wildfire risk management.
Environ. Model. Softw., 2022

Towards Interconnected Blockchains: A Comprehensive Review of the Role of Interoperability among Disparate Blockchains.
ACM Comput. Surv., 2022

A Blockchain-based Decentralised and Dynamic Authorisation Scheme for the Internet of Things.
CoRR, 2022

A Comprehensive Review on Deep Supervision: Theories and Applications.
CoRR, 2022

Multiple linear regression-based energy-aware resource allocation in the Fog computing environment.
Comput. Networks, 2022

Towards a formal modelling, analysis and verification of a clone node attack detection scheme in the internet of things.
Comput. Networks, 2022

Moving towards intelligent telemedicine: Computer vision measurement of human movement.
Comput. Biol. Medicine, 2022

Eye Movement and Visual Target Synchronization Level Detection Using Deep Learning.
Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

2021
A Generic Stochastic Model for Resource Availability in Fog Computing Environments.
IEEE Trans. Parallel Distributed Syst., 2021

Online Scheduling Technique To Handle Data Velocity Changes in Stream Workflows.
IEEE Trans. Parallel Distributed Syst., 2021

SMOaaS: a Scalable Matrix Operation as a Service model in Cloud.
J. Supercomput., 2021

A formally verified blockchain-based decentralised authentication scheme for the internet of things.
J. Supercomput., 2021

Running Industrial Workflow Applications in a Software-Defined Multicloud Environment Using Green Energy Aware Scheduling Algorithm.
IEEE Trans. Ind. Informatics, 2021

Detection of SLA Violation for Big Data Analytics Applications in Cloud.
IEEE Trans. Computers, 2021

BigDataSDNSim: A simulator for analyzing big data applications in software-defined cloud data centers.
Softw. Pract. Exp., 2021

A decision model for blockchain applicability into knowledge-based conversation system.
Knowl. Based Syst., 2021

Hand tremor detection in videos with cluttered background using neural network based approaches.
Health Inf. Sci. Syst., 2021

Performance evaluation of Hyperledger Fabric-enabled framework for pervasive peer-to-peer energy trading in smart Cyber-Physical Systems.
Future Gener. Comput. Syst., 2021

Global sensitivity analysis for uncertainty quantification in fire spread models.
Environ. Model. Softw., 2021

SLA Management for Big Data Analytical Applications in Clouds: A Taxonomy Study.
ACM Comput. Surv., 2021

Parallel Multi-Scale Networks with Deep Supervision for Hand Keypoint Detection.
CoRR, 2021

Applications of Artificial Intelligence to aid detection of dementia: a narrative review on current capabilities and future directions.
CoRR, 2021

Fuzzy Logic-based Robust Failure Handling Mechanism for Fog Computing.
CoRR, 2021

A study on the evaluation of HPC microservices in containerized environment.
Concurr. Comput. Pract. Exp., 2021

Automatic construction of accurate bioacoustics workflows under time constraints using a surrogate model.
Appl. Soft Comput., 2021

Mobility-Based Resource Allocation and Provisioning in Fog and Edge Computing Paradigms: Review, Challenges, and Future Directions.
Mobile Edge Computing, 2021

2020
An Efficient Resource Monitoring Service for Fog Computing Environments.
IEEE Trans. Serv. Comput., 2020

Multi-criteria-based Dynamic User Behaviour-aware Resource Allocation in Fog Computing.
ACM Trans. Internet Things, 2020

IoTSim-Edge: A simulation framework for modeling the behavior of Internet of Things and edge computing environments.
Softw. Pract. Exp., 2020

IoTSim-SDWAN: A simulation framework for interconnecting distributed datacenters over Software-Defined Wide Area Network (SD-WAN).
J. Parallel Distributed Comput., 2020

Deadline-based dynamic resource allocation and provisioning algorithms in Fog-Cloud environment.
Future Gener. Comput. Syst., 2020

Cost effective stream workflow scheduling to handle application structural changes.
Future Gener. Comput. Syst., 2020

A cloud-based framework for sensitivity analysis of natural hazard models.
Environ. Model. Softw., 2020

AcoustiCloud: A cloud-based system for managing large-scale bioacoustics processing.
Environ. Model. Softw., 2020

Authentication, Access Control, Privacy, Threats and Trust Management Towards Securing Fog Computing Environments: A Review.
CoRR, 2020

An automated model to score the privacy of unstructured information - Social media case.
Comput. Secur., 2020

FogAuthChain: A secure location-based authentication scheme in fog computing environments using Blockchain.
Comput. Commun., 2020

Bioacoustics Data Analysis - A Taxonomy, Survey and Open Challenges.
IEEE Access, 2020

2019
Orchestration Tools for Big Data.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Renewable Energy-Based Multi-Indexed Job Classification and Container Management Scheme for Sustainability of Cloud Data Centers.
IEEE Trans. Ind. Informatics, 2019

A Micro-Level Compensation-Based Cost Model for Resource Allocation in a Fog Environment.
Sensors, 2019

Privacy-aware smart city: A case study in collaborative filtering recommender systems.
J. Parallel Distributed Comput., 2019

Sustainability Analysis for Fog Nodes With Renewable Energy Supplies.
IEEE Internet Things J., 2019

IoTSim-Stream: Modelling stream graph application in cloud simulation.
Future Gener. Comput. Syst., 2019

Orchestrating Big Data Analysis Workflows in the Cloud: Research Challenges, Survey, and Future Directions.
ACM Comput. Surv., 2019

Adaptive Scheduling for Efficient Execution of Dynamic Stream Workflows.
CoRR, 2019

BigDataSDNSim: A Simulator for Analyzing Big Data Applications in Software-Defined Cloud Data Centers.
CoRR, 2019

IoTSim-Edge: A Simulation Framework for Modeling the Behaviour of IoT and Edge Computing Environments.
CoRR, 2019

Automatic rain and cicada chorus filtering of bird acoustic data.
Appl. Soft Comput., 2019

A Survey on Blockchain-Based Internet Service Architecture: Requirements, Challenges, Trends, and Future.
IEEE Access, 2019

Window-based Streaming Graph Partitioning Algorithm.
Proceedings of the Australasian Computer Science Week Multiconference, 2019

2018
SparkCloud: A Cloud-Based Elastic Bushfire Simulation Service.
Remote. Sens., 2018

Cost efficient scheduling of MapReduce applications on public clouds.
J. Comput. Sci., 2018

Cloud computing based bushfire prediction for cyber-physical emergency applications.
Future Gener. Comput. Syst., 2018

Fog Computing Architecture: Survey and Challenges.
CoRR, 2018

User's Privacy in Recommendation Systems Applying Online Social Network Data, A Survey and Taxonomy.
CoRR, 2018

Scalable Preprocessing of High Volume Bird Acoustic Data.
CoRR, 2018

A Privacy-Enhanced Friending Approach for Users on Multiple Online Social Networks.
Comput., 2018

The Next Grand Challenges: Integrating the Internet of Things and Data Science.
IEEE Cloud Comput., 2018

Fog Computing: Survey of Trends, Architectures, Requirements, and Research Directions.
IEEE Access, 2018

Automatic and Efficient Denoising of Bioacoustics Recordings Using MMSE STSA.
IEEE Access, 2018

Blockchain: Trends and Future.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2018

Investigation of Unsupervised Models for Biodiversity Assessment.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

A Holistic Evaluation of Docker Containers for Interfering Microservices.
Proceedings of the 2018 IEEE International Conference on Services Computing, 2018

2017
IOTSim: A simulator for analysing IoT applications.
J. Syst. Archit., 2017

Special Issue on Scalable Cyber-Physical Systems.
J. Parallel Distributed Comput., 2017

Orchestrating BigData Analysis Workflows.
IEEE Cloud Comput., 2017

Programming SDN-Native Big Data Applications: Research Gap Analysis.
IEEE Cloud Comput., 2017

Scoring Users' Privacy Disclosure Across Multiple Online Social Networks.
IEEE Access, 2017

2016
IOTSim: a Cloud based Simulator for Analysing IoT Applications.
CoRR, 2016

SLA-Aware Scheduling of Map-Reduce Applications on Public Clouds.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

B2P2: A Scalable Big Bioacoustic Processing Platform.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

Similarity Matching of Computer Science Unit Outlines in Higher Education.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

Exploring the Use of Big Data Analytics for Improving Support to Students in Higher Education.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015
CloudPick: a framework for QoS-aware and ontology-based service deployment across clouds.
Softw. Pract. Exp., 2015

A platform for leveraging next generation sequencing for routine microbiology and public health use.
Health Inf. Sci. Syst., 2015

Clouds selection for network appliances based on trust credibility.
Proceedings of the International Telecommunication Networks and Applications Conference, 2015

Service Level Agreement(SLA) Based SaaS Cloud Management System.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

Cross-Layer SLA Management for Cloud-hosted Big Data Analytics Applications.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

Performance Analysis of Scheduling Algorithms for Dynamic Workflow Applications.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
SLA-Based Resource Provisioning for Hosted Software-as-a-Service Applications in Cloud Computing Environments.
IEEE Trans. Serv. Comput., 2014

SLA-based virtual machine management for heterogeneous workloads in a cloud datacenter.
J. Netw. Comput. Appl., 2014

Robust Scheduling of Scientific Workflows with Deadline and Budget Constraints in Clouds.
Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications, 2014

2013
Mandi: a market exchange for trading utility and cloud computing services.
J. Supercomput., 2013

An environment for modeling and simulation of message-passing parallel applications for cloud computing.
Softw. Pract. Exp., 2013

Double auction-inspired meta-scheduling of parallel applications on global grids.
J. Parallel Distributed Comput., 2013

A probabilistic model for quantifying the resilience of networked systems.
IBM J. Res. Dev., 2013

A framework for ranking of cloud computing services.
Future Gener. Comput. Syst., 2013

Energy and Carbon-Efficient Placement of Virtual Machines in Distributed Cloud Data Centers.
Proceedings of the Euro-Par 2013 Parallel Processing, 2013

Automated SLA Negotiation Framework for Cloud Computing.
Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

2012
SLA-based admission control for a Software-as-a-Service provider in Cloud computing environments.
J. Comput. Syst. Sci., 2012

Financial Application as a Software Service on Cloud.
Proceedings of the Contemporary Computing - 5th International Conference, 2012

Revenue Maximization Using Adaptive Resource Provisioning in Cloud Computing Environments.
Proceedings of the 13th ACM/IEEE International Conference on Grid Computing, 2012

Pricing Cloud Compute Commodities: A Novel Financial Economic Model.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011
A linear programming-driven genetic algorithm for meta-scheduling on utility grids.
Int. J. Parallel Emergent Distributed Syst., 2011

Environment-conscious scheduling of HPC applications on distributed Cloud-oriented data centers.
J. Parallel Distributed Comput., 2011

SMICloud: A Framework for Comparing and Ranking Cloud Services.
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

NetworkCloudSim: Modelling Parallel Applications in Cloud Simulations.
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

Provisioning Spot Market Cloud Resources to Create Cost-Effective Virtual Clusters.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2011

SLA-Based Resource Provisioning for Heterogeneous Workloads in a Virtualized Cloud Datacenter.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2011

Green Cloud Framework for Improving Carbon Efficiency of Clouds.
Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

QoS-aware Deployment of Network of Virtual Appliances Across Multiple Clouds.
Proceedings of the IEEE 3rd International Conference on Cloud Computing Technology and Science, 2011

SLA-Based Resource Allocation for Software as a Service Provider (SaaS) in Cloud Computing Environments.
Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011

SLA-oriented resource provisioning for cloud computing: Challenges, architecture, and solutions.
Proceedings of the 2011 International Conference on Cloud and Service Computing, 2011

2010
Time and cost trade-off management for scheduling parallel applications on Utility Grids.
Future Gener. Comput. Syst., 2010

Genetically evolved radial basis function network based prediction of drill flank wear.
Eng. Appl. Artif. Intell., 2010

2009
Energy-Efficient Scheduling of HPC Applications in Cloud Computing Environments
CoRR, 2009

Scheduling Parallel Applications on Utility Grids: Time and Cost Trade-off Management.
Proceedings of the Computer Science 2009, 2009

2008
Effect of different basis functions on a radial basis function network in prediction of drill flank wear from motor current signals.
Soft Comput., 2008

A Meta-scheduler with Auction Based Resource Allocation for Global Grids.
Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008

Optimization of Fast Fourier Transforms on the Blue Gene/L Supercomputer.
Proceedings of the High Performance Computing, 2008


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