Saurabh Kumar Garg

95 papers B 7C 3Misc 4Journal 63Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Parallel Multi-Scale Deep Supervision Net for Hand Key Point Detection. IEEE Trans. Big Data Renjie Li, Son N. Tran, Saurabh Kumar Garg, Katherine Lawler, Jane E. Alty, Quan Bai
2024	J	`jnl`	Deep Learning for Plant Identification and Disease Classification from Leaf Images: Multi-prediction Approaches. ACM Comput. Surv. Jianping Yao, Son N. Tran, Saurabh Kumar Garg, Samantha Sawyer
2024	J	`jnl`	Parallel scale de-blur net for sharpening video images for remote clinical assessment of hand movements. Expert Syst. Appl. Renjie Li, Guan Huang, Xinyi Wang, Yanyu Chen, Son N. Tran, Saurabh Kumar Garg, Rebecca J. St George, Katherine Lawler, Jane E. Alty, Quan Bai
2023	C	`conf`	BoCB: Performance Benchmarking by Analysing Impacts of Cloud Platforms on Consortium Blockchain. PKAW Zhiqiang Huang, Saurabh Kumar Garg, Wenli Yang, Ankur Lohachab, Muhammad Bilal Amin, Byeong Ho Kang
2023	J	`jnl`	Deep Learning for Plant Identification and Disease Classification from Leaf Images: Multi-prediction Approaches. CoRR Jianping Yao, Son N. Tran, Saurabh Kumar Garg, Samantha Sawyer
2023	J	`jnl`	Fog Device-as-a-Service (FDaaS): A Framework for Service Deployment in Public Fog Environments. CoRR Sudheer Kumar Battula, Saurabh Kumar Garg, James Montgomery, Ranesh Naha
2023	J	`jnl`	Machine learning for leaf disease classification: data, techniques and applications. Artif. Intell. Rev. Jianping Yao, Son N. Tran, Samantha Sawyer, Saurabh Kumar Garg
2022	J	`jnl`	Multiple linear regression-based energy-aware resource allocation in the Fog computing environment. Comput. Networks Ranesh Naha, Saurabh Kumar Garg, Sudheer Kumar Battula, Muhammad Bilal Amin, Dimitrios Georgakopoulos
2022	J	`jnl`	Resource scheduling and provisioning for processing of dynamic stream workflows under latency constraints. Future Gener. Comput. Syst. Alexander Brown, Saurabh Kumar Garg, James Montgomery, Ujjwal KC
2022	J	`jnl`	Scheduling Algorithms for Efficient Execution of Stream Workflow Applications in Multicloud Environments. IEEE Trans. Serv. Comput. Mutaz Barika, Saurabh Kumar Garg, Andrew Chan, Rodrigo N. Calheiros
2021	J	`jnl`	A Taxonomy Study on Securing Blockchain-based Industrial Applications: An Overview, Application Perspectives, Requirements, Attacks, Countermeasures, and Open Issues. CoRR Khizar Hameed, Mutaz Barika, Saurabh Kumar Garg, Muhammad Bilal Amin, Byeong Ho Kang
2021	J	`jnl`	Fuzzy Logic-based Robust Failure Handling Mechanism for Fog Computing. CoRR Ranesh Kumar Naha, Saurabh Kumar Garg, Muhammad Bilal Amin, Rajiv Ranjan
2021	—	`ch.`	Mobility-Based Resource Allocation and Provisioning in Fog and Edge Computing Paradigms: Review, Challenges, and Future Directions. Mobile Edge Computing Sudheer Kumar Battula, Ranesh Kumar Naha, Ujjwal KC, Khizar Hameed, Saurabh Kumar Garg, Muhammad Bilal Amin
2021	J	`jnl`	Multiple Linear Regression-Based Energy-Aware Resource Allocation in the Fog Computing Environment. CoRR Ranesh Kumar Naha, Saurabh Kumar Garg, Sudheer Kumar Battula, Muhammad Bilal Amin, Dimitrios Georgakopoulos
2021	J	`jnl`	SLA Management for Big Data Analytical Applications in Clouds: A Taxonomy Study. ACM Comput. Surv. Xuezhi Zeng, Saurabh Kumar Garg, Mutaz Barika, Albert Y. Zomaya, Lizhe Wang, Massimo Villari, Dan Chen, Rajiv Ranjan
2021	J	`jnl`	Towards a Formal Modelling, Analysis, and Verification of a Clone Node Attack Detection Scheme in the Internet of Things. CoRR Khizar Hameed, Saurabh Kumar Garg, Muhammad Bilal Amin, Byeong Ho Kang
2020	J	`jnl`	AcoustiCloud: A cloud-based system for managing large-scale bioacoustics processing. Environ. Model. Softw. Alexander Brown, Saurabh Kumar Garg, James Montgomery
2020	J	`jnl`	Authentication, Access Control, Privacy, Threats and Trust Management Towards Securing Fog Computing Environments: A Review. CoRR Abdullah Al-Noman Patwary, Anmin Fu, Ranesh Kumar Naha, Sudheer Kumar Battula, Saurabh Kumar Garg, Md Anwarul Kaium Patwary, Erfan Aghasian
2020	J	`jnl`	Bioacoustics Data Analysis - A Taxonomy, Survey and Open Challenges. IEEE Access K. V. S. N. Rama Rao, James Montgomery, Saurabh Kumar Garg, Michael A. Charleston
2020	J	`jnl`	IoTSim-SDWAN: A simulation framework for interconnecting distributed datacenters over Software-Defined Wide Area Network (SD-WAN). J. Parallel Distributed Comput. Khaled Alwasel, Devki Nandan Jha, Eduardo Hernández, Deepak Puthal, Mutaz Barika, Blesson Varghese, Saurabh Kumar Garg, Philip James, Albert Y. Zomaya, Graham Morgan, Rajiv Ranjan
2019	J	`jnl`	A Micro-Level Compensation-Based Cost Model for Resource Allocation in a Fog Environment. Sensors Sudheer Kumar Battula, Saurabh Kumar Garg, Ranesh Kumar Naha, Parimala Thulasiraman, Ruppa K. Thulasiram
2019	J	`jnl`	A Survey on Blockchain-Based Internet Service Architecture: Requirements, Challenges, Trends, and Future. IEEE Access Wenli Yang, Erfan Aghasian, Saurabh Kumar Garg, David Herbert, Leandro Disiuta, Byeong Kang
2019	J	`jnl`	Automatic rain and cicada chorus filtering of bird acoustic data. Appl. Soft Comput. Alexander Brown, Saurabh Kumar Garg, James Montgomery
2019	J	`jnl`	BigDataSDNSim: A Simulator for Analyzing Big Data Applications in Software-Defined Cloud Data Centers. CoRR Khaled Alwasel, Rodrigo N. Calheiros, Saurabh Kumar Garg, Rajkumar Buyya, Rajiv Ranjan
2019	J	`jnl`	IoTSim-Edge: A Simulation Framework for Modeling the Behaviour of IoT and Edge Computing Environments. CoRR Devki Nandan Jha, Khaled Alwasel, Areeb Alshoshan, Xianghua Huang, Ranesh Kumar Naha, Sudheer Kumar Battula, Saurabh Kumar Garg, Deepak Puthal, Philip James, Albert Y. Zomaya, Schahram Dustdar, Rajiv Ranjan
2019	J	`jnl`	IoTSim-Stream: Modelling stream graph application in cloud simulation. Future Gener. Comput. Syst. Mutaz Barika, Saurabh Kumar Garg, Andrew Chan, Rodrigo N. Calheiros, Rajiv Ranjan
2019	J	`jnl`	Multi-Criteria-based Dynamic User Behaviour Aware Resource Allocation in Fog Computing. CoRR Ranesh Kumar Naha, Saurabh Kumar Garg
2019	J	`jnl`	Orchestrating Big Data Analysis Workflows in the Cloud: Research Challenges, Survey, and Future Directions. ACM Comput. Surv. Mutaz Barika, Saurabh Kumar Garg, Albert Y. Zomaya, Lizhe Wang, Aad van Moorsel, Rajiv Ranjan
2019	—	`ch.`	Orchestration Tools for Big Data. Encyclopedia of Big Data Technologies Saurabh Kumar Garg, Siqi Wang, Rajiv Ranjan
2019	J	`jnl`	Renewable Energy-Based Multi-Indexed Job Classification and Container Management Scheme for Sustainability of Cloud Data Centers. IEEE Trans. Ind. Informatics Neeraj Kumar, Gagangeet Singh Aujla, Sahil Garg, Kuljeet Kaur, Rajiv Ranjan, Saurabh Kumar Garg
2019	J	`jnl`	Sustainability Analysis for Fog Nodes With Renewable Energy Supplies. IEEE Internet Things J. Jiaojiao Jiang, Longxiang Gao, Jiong Jin, Tom H. Luan, Shui Yu, Yong Xiang, Saurabh Kumar Garg
2019	—	`conf`	Window-based Streaming Graph Partitioning Algorithm. ACSW Md Anwarul Kaium Patwary, Saurabh Kumar Garg, Byeong Kang
2019	J	`jnl`	Window-based Streaming Graph Partitioning Algorithm. CoRR Md Anwarul Kaium Patwary, Saurabh Kumar Garg, Byeong Kang
2018	—	`conf`	A Holistic Evaluation of Docker Containers for Interfering Microservices. SCC Devki Nandan Jha, Saurabh Kumar Garg, Prem Prakash Jayaraman, Rajkumar Buyya, Zheng Li, Rajiv Ranjan
2018	J	`jnl`	A Privacy-Enhanced Friending Approach for Users on Multiple Online Social Networks. Comput. Erfan Aghasian, Saurabh Kumar Garg, James Montgomery
2018	J	`jnl`	Automatic Rain and Cicada Chorus Filtering of Bird Acoustic Data. CoRR Alexander Brown, Saurabh Kumar Garg, James Montgomery
2018	J	`jnl`	Automatic and Efficient Denoising of Bioacoustics Recordings Using MMSE STSA. IEEE Access Alexander Brown, Saurabh Kumar Garg, James Montgomery
2018	C	`conf`	Blockchain: Trends and Future. PKAW Wenli Yang, Saurabh Kumar Garg, Ali Raza, David Herbert, Byeong Kang
2018	J	`jnl`	Cloud computing based bushfire prediction for cyber-physical emergency applications. Future Gener. Comput. Syst. Saurabh Kumar Garg, Jagannath Aryal, Hao Wang, Tejal Shah, Gabor Kecskemeti, Rajiv Ranjan
2018	J	`jnl`	Cost efficient scheduling of MapReduce applications on public clouds. J. Comput. Sci. Xuezhi Zeng, Saurabh Kumar Garg, Zhenyu Wen, Peter Strazdins, Albert Y. Zomaya, Rajiv Ranjan
2018	J	`jnl`	Fog Computing Architecture: Survey and Challenges. CoRR Ranesh Kumar Naha, Saurabh Kumar Garg, Andrew Chan
2018	J	`jnl`	Fog Computing: Survey of Trends, Architectures, Requirements, and Research Directions. IEEE Access Ranesh Kumar Naha, Saurabh Kumar Garg, Dimitrios Georgakopoulos, Prem Prakash Jayaraman, Longxiang Gao, Yong Xiang, Rajiv Ranjan
2018	J	`jnl`	Fog Computing: Survey of Trends, Architectures, Requirements, and Research Directions. CoRR Ranesh Kumar Naha, Saurabh Kumar Garg, Dimitrios Georgakopoulos, Prem Prakash Jayaraman, Longxiang Gao, Yong Xiang, Rajiv Ranjan
2018	—	`conf`	Investigation of Unsupervised Models for Biodiversity Assessment. Australasian Conference on Artificial Intelligence K. V. S. N. Rama Rao, Saurabh Kumar Garg, James Montgomery
2018	J	`jnl`	Scalable Preprocessing of High Volume Bird Acoustic Data. CoRR Alexander Brown, Saurabh Kumar Garg, James Montgomery
2018	J	`jnl`	The Next Grand Challenges: Integrating the Internet of Things and Data Science. IEEE Cloud Comput. Rajiv Ranjan, Omer F. Rana, Surya Nepal, Mazin Yousif, Philip James, Zhenya Wen, Stuart L. Barr, Paul Watson, Prem Prakash Jayaraman, Dimitrios Georgakopoulos, Massimo Villari, Maria Fazio, Saurabh Kumar Garg, Rajkumar Buyya, Lizhe Wang, Albert Y. Zomaya, Schahram Dustdar
2018	J	`jnl`	User's Privacy in Recommendation Systems Applying Online Social Network Data, A Survey and Taxonomy. CoRR Erfan Aghasian, Saurabh Kumar Garg, James Montgomery
2017	J	`jnl`	IOTSim: A simulator for analysing IoT applications. J. Syst. Archit. Xuezhi Zeng, Saurabh Kumar Garg, Peter Strazdins, Prem Prakash Jayaraman, Dimitrios Georgakopoulos, Rajiv Ranjan
2017	J	`jnl`	Orchestrating BigData Analysis Workflows. IEEE Cloud Comput. Rajiv Ranjan, Saurabh Kumar Garg, Ali Reza Khoskbar, Ellis Solaiman, Philip James, Dimitrios Georgakopoulos
2017	J	`jnl`	Programming SDN-Native Big Data Applications: Research Gap Analysis. IEEE Cloud Comput. Khaled Alwasel, Yinhao Li, Prem Prakash Jayaraman, Saurabh Kumar Garg, Rodrigo N. Calheiros, Rajiv Ranjan
2017	J	`jnl`	Scoring Users' Privacy Disclosure Across Multiple Online Social Networks. IEEE Access Erfan Aghasian, Saurabh Kumar Garg, Longxiang Gao, Shui Yu, James Montgomery
2017	J	`jnl`	Special Issue on Scalable Cyber-Physical Systems. J. Parallel Distributed Comput. Meikang Qiu, Saurabh Kumar Garg, Rajkumar Buyya, Bei Yu, Shiyan Hu
2016	—	`conf`	B2P2: A Scalable Big Bioacoustic Processing Platform. HPCC/SmartCity/DSS Srikanth Thudumu, Saurabh Kumar Garg, James Montgomery
2016	J	`jnl`	IOTSim: a Cloud based Simulator for Analysing IoT Applications. CoRR Xuezhi Zeng, Saurabh Kumar Garg, Peter E. Strazdins, Prem Prakash Jayaraman, Dimitrios Georgakopoulos, Rajiv Ranjan
2016	—	`conf`	SLA-Aware Scheduling of Map-Reduce Applications on Public Clouds. HPCC/SmartCity/DSS Xuezhi Zeng, Saurabh Kumar Garg, Zhenyu Wen, Peter E. Strazdins, Lizhe Wang, Rajiv Ranjan
2016	—	`conf`	Similarity Matching of Computer Science Unit Outlines in Higher Education. Australasian Conference on Artificial Intelligence Gaurav Langan, James Montgomery, Saurabh Kumar Garg
2015	J	`jnl`	A platform for leveraging next generation sequencing for routine microbiology and public health use. Health Inf. Sci. Syst. Laura Irina Rusu, Kelly L. Wyres, Matthias Reumann, Carlos Queiroz, Alexe Bojovschi, Tom Conway, Saurabh Kumar Garg, David J. Edwards, Geoff Hogg, Kathryn E. Holt
2015	J	`jnl`	CloudPick: a framework for QoS-aware and ontology-based service deployment across clouds. Softw. Pract. Exp. Amir Vahid Dastjerdi, Saurabh Kumar Garg, Omer F. Rana, Rajkumar Buyya
2015	Misc	`conf`	Clouds selection for network appliances based on trust credibility. ITNAC Saurabh Kumar Garg, Longxiang Gao, James Montgomery
2015	B	`conf`	Cross-Layer SLA Management for Cloud-hosted Big Data Analytics Applications. CCGRID Xuezhi Zeng, Rajiv Ranjan, Peter Strazdins, Saurabh Kumar Garg, Lizhe Wang
2015	—	`conf`	Performance Analysis of Scheduling Algorithms for Dynamic Workflow Applications. BigData Congress Chaochao Zhou, Saurabh Kumar Garg
2015	B	`conf`	Service Level Agreement(SLA) Based SaaS Cloud Management System. ICPADS Linlin Wu, Saurabh Kumar Garg, Rajkumar Buyya
2014	B	`conf`	Robust Scheduling of Scientific Workflows with Deadline and Budget Constraints in Clouds. AINA Deepak Poola, Saurabh Kumar Garg, Rajkumar Buyya, Yun Yang, Kotagiri Ramamohanarao
2014	J	`jnl`	SLA-Based Resource Provisioning for Hosted Software-as-a-Service Applications in Cloud Computing Environments. IEEE Trans. Serv. Comput. Linlin Wu, Saurabh Kumar Garg, Steven Versteeg, Rajkumar Buyya
2014	J	`jnl`	SLA-based virtual machine management for heterogeneous workloads in a cloud datacenter. J. Netw. Comput. Appl. Saurabh Kumar Garg, Adel Nadjaran Toosi, Srinivasa K. Gopalaiyengar, Rajkumar Buyya
2013	J	`jnl`	A framework for ranking of cloud computing services. Future Gener. Comput. Syst. Saurabh Kumar Garg, Steven Versteeg, Rajkumar Buyya
2013	J	`jnl`	A probabilistic model for quantifying the resilience of networked systems. IBM J. Res. Dev. Carlos Queiroz, Saurabh Kumar Garg, Zahir Tari
2013	J	`jnl`	An environment for modeling and simulation of message-passing parallel applications for cloud computing. Softw. Pract. Exp. Saurabh Kumar Garg, Rajkumar Buyya
2013	B	`conf`	Automated SLA Negotiation Framework for Cloud Computing. CCGRID Linlin Wu, Saurabh Kumar Garg, Rajkumar Buyya, Chao Chen, Steven Versteeg
2013	J	`jnl`	Double auction-inspired meta-scheduling of parallel applications on global grids. J. Parallel Distributed Comput. Saurabh Kumar Garg, Srikumar Venugopal, James Broberg, Rajkumar Buyya
2013	—	`conf`	Energy and Carbon-Efficient Placement of Virtual Machines in Distributed Cloud Data Centers. Euro-Par Atefeh Khosravi, Saurabh Kumar Garg, Rajkumar Buyya
2013	J	`jnl`	Mandi: a market exchange for trading utility and cloud computing services. J. Supercomput. Saurabh Kumar Garg, Christian Vecchiola, Rajkumar Buyya
2012	—	`conf`	Financial Application as a Software Service on Cloud. IC3 Saurabh Kumar Garg, Bhanu Sharma, Rodrigo N. Calheiros, Ruppa K. Thulasiram, Parimala Thulasiraman, Rajkumar Buyya
2012	B	`conf`	Pricing Cloud Compute Commodities: A Novel Financial Economic Model. CCGRID Bhanu Sharma, Ruppa K. Thulasiram, Parimala Thulasiraman, Saurabh Kumar Garg, Rajkumar Buyya
2012	—	`conf`	Revenue Maximization Using Adaptive Resource Provisioning in Cloud Computing Environments. GRID Guofu Feng, Saurabh Kumar Garg, Rajkumar Buyya, Wenzhong Li
2012	J	`jnl`	SLA-Oriented Resource Provisioning for Cloud Computing: Challenges, Architecture, and Solutions CoRR Rajkumar Buyya, Saurabh Kumar Garg, Rodrigo N. Calheiros
2012	J	`jnl`	SLA-based admission control for a Software-as-a-Service provider in Cloud computing environments. J. Comput. Syst. Sci. Linlin Wu, Saurabh Kumar Garg, Rajkumar Buyya
2011	J	`jnl`	A linear programming-driven genetic algorithm for meta-scheduling on utility grids. Int. J. Parallel Emergent Distributed Syst. Saurabh Kumar Garg, Pramod Konugurthi, Rajkumar Buyya
2011	J	`jnl`	Environment-conscious scheduling of HPC applications on distributed Cloud-oriented data centers. J. Parallel Distributed Comput. Saurabh Kumar Garg, Chee Shin Yeo, Arun Anandasivam, Rajkumar Buyya
2011	—	`conf`	Green Cloud Framework for Improving Carbon Efficiency of Clouds. Euro-Par (1) Saurabh Kumar Garg, Chee Shin Yeo, Rajkumar Buyya
2011	Misc	`conf`	NetworkCloudSim: Modelling Parallel Applications in Cloud Simulations. UCC Saurabh Kumar Garg, Rajkumar Buyya
2011	—	`conf`	Provisioning Spot Market Cloud Resources to Create Cost-Effective Virtual Clusters. ICA3PP (1) William Voorsluys, Saurabh Kumar Garg, Rajkumar Buyya
2011	J	`jnl`	Provisioning Spot Market Cloud Resources to Create Cost-effective Virtual Clusters CoRR William Voorsluys, Saurabh Kumar Garg, Rajkumar Buyya
2011	C	`conf`	QoS-aware Deployment of Network of Virtual Appliances Across Multiple Clouds. CloudCom Amir Vahid Dastjerdi, Saurabh Kumar Garg, Rajkumar Buyya
2011	B	`conf`	SLA-Based Resource Allocation for Software as a Service Provider (SaaS) in Cloud Computing Environments. CCGRID Linlin Wu, Saurabh Kumar Garg, Rajkumar Buyya
2011	—	`conf`	SLA-Based Resource Provisioning for Heterogeneous Workloads in a Virtualized Cloud Datacenter. ICA3PP (1) Saurabh Kumar Garg, Srinivasa K. Gopalaiyengar, Rajkumar Buyya
2011	—	`conf`	SLA-oriented resource provisioning for cloud computing: Challenges, architecture, and solutions. CDC Rajkumar Buyya, Saurabh Kumar Garg, Rodrigo N. Calheiros
2011	Misc	`conf`	SMICloud: A Framework for Comparing and Ranking Cloud Services. UCC Saurabh Kumar Garg, Steven Versteeg, Rajkumar Buyya
2010	—	`—`	Meta scheduling for market-oriented grid and utility computing. Saurabh Kumar Garg
2010	J	`jnl`	Time and cost trade-off management for scheduling parallel applications on Utility Grids. Future Gener. Comput. Syst. Saurabh Kumar Garg, Rajkumar Buyya, Howard Jay Siegel
2009	J	`jnl`	A Linear Programming Driven Genetic Algorithm for Meta-Scheduling on Utility Grids CoRR Saurabh Kumar Garg, Pramod Konugurthi, Rajkumar Buyya
2009	J	`jnl`	Energy-Efficient Scheduling of HPC Applications in Cloud Computing Environments CoRR Saurabh Kumar Garg, Chee Shin Yeo, Arun Anandasivam, Rajkumar Buyya
2009	—	`conf`	Scheduling Parallel Applications on Utility Grids: Time and Cost Trade-off Management. ACSC Saurabh Kumar Garg, Rajkumar Buyya, Howard Jay Siegel
2008	B	`conf`	A Meta-scheduler with Auction Based Resource Allocation for Global Grids. ICPADS Saurabh Kumar Garg, Srikumar Venugopal, Rajkumar Buyya
2008	Misc	`conf`	Optimization of Fast Fourier Transforms on the Blue Gene/L Supercomputer. HiPC Yogish Sabharwal, Saurabh Kumar Garg, Rahul Garg, John A. Gunnels, Ramendra K. Sahoo