Saurabh Kumar Garg

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 52

Top Topics

Scheduling Algorithm

Resource Allocation

Top Venues

Future Gener. Comput. Syst.

IEEE Cloud Comput.

Publications

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
Parallel scale de-blur net for sharpening video images for remote clinical assessment of hand movements. Expert Syst. Appl. 235 (2024)
Jianping Yao, Son N. Tran, Saurabh Kumar Garg, Samantha Sawyer
Deep Learning for Plant Identification and Disease Classification from Leaf Images: Multi-prediction Approaches. ACM Comput. Surv. 56 (6) (2024)
Zhiqiang Huang, Saurabh Kumar Garg, Wenli Yang, Ankur Lohachab, Muhammad Bilal Amin, Byeong Ho Kang
BoCB: Performance Benchmarking by Analysing Impacts of Cloud Platforms on Consortium Blockchain. PKAW (2023)
Sudheer Kumar Battula, Saurabh Kumar Garg, James Montgomery, Ranesh Kumar Naha
Fog Device-as-a-Service (FDaaS): A Framework for Service Deployment in Public Fog Environments. CoRR (2023)
Jianping Yao, Son N. Tran, Samantha Sawyer, Saurabh Kumar Garg
Machine learning for leaf disease classification: data, techniques and applications. Artif. Intell. Rev. 56 (Supplement 3) (2023)
Ranesh Kumar Naha, Saurabh Kumar Garg, Sudheer Kumar Battula, Muhammad Bilal Amin, Dimitrios Georgakopoulos
Multiple linear regression-based energy-aware resource allocation in the Fog computing environment. Comput. Networks 216 (2022)
Mutaz Barika, Saurabh Kumar Garg, Andrew Chan, Rodrigo N. Calheiros
Scheduling Algorithms for Efficient Execution of Stream Workflow Applications in Multicloud Environments. IEEE Trans. Serv. Comput. 15 (2) (2022)
Alexander Brown, Saurabh Kumar Garg, James Montgomery, Ujjwal KC
Resource scheduling and provisioning for processing of dynamic stream workflows under latency constraints. Future Gener. Comput. Syst. 131 (2022)
Ranesh Kumar Naha, Saurabh Kumar Garg, Muhammad Bilal Amin, Rajiv Ranjan
Fuzzy Logic-based Robust Failure Handling Mechanism for Fog Computing. CoRR (2021)
Khizar Hameed, Mutaz Barika, Saurabh Kumar Garg, Muhammad Bilal Amin, Byeong Ho Kang
A Taxonomy Study on Securing Blockchain-based Industrial Applications: An Overview, Application Perspectives, Requirements, Attacks, Countermeasures, and Open Issues. CoRR (2021)
Khizar Hameed, Saurabh Kumar Garg, Muhammad Bilal Amin, Byeong Ho Kang
Towards a Formal Modelling, Analysis, and Verification of a Clone Node Attack Detection Scheme in the Internet of Things. CoRR (2021)
Ranesh Kumar Naha, Saurabh Kumar Garg, Sudheer Kumar Battula, Muhammad Bilal Amin, Dimitrios Georgakopoulos
Multiple Linear Regression-Based Energy-Aware Resource Allocation in the Fog Computing Environment. CoRR (2021)
Alexander Brown, Saurabh Kumar Garg, James Montgomery
AcoustiCloud: A cloud-based system for managing large-scale bioacoustics processing. Environ. Model. Softw. 131 (2020)
K. V. S. N. Rama Rao, James Montgomery, Saurabh Kumar Garg, Michael Charleston
Bioacoustics Data Analysis - A Taxonomy, Survey and Open Challenges. IEEE Access 8 (2020)
Abdullah Al-Noman Patwary, Anmin Fu, Ranesh Kumar Naha, Sudheer Kumar Battula, Saurabh Kumar Garg, Md Anwarul Kaium Patwary, Erfan Aghasian
Authentication, Access Control, Privacy, Threats and Trust Management Towards Securing Fog Computing Environments: A Review. CoRR (2020)
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
IoTSim-SDWAN: A simulation framework for interconnecting distributed datacenters over Software-Defined Wide Area Network (SD-WAN). J. Parallel Distributed Comput. 143 (2020)
Xuezhi Zeng, Saurabh Kumar Garg, Mutaz Barika, Albert Y. Zomaya, Lizhe Wang, Massimo Villari, Dan Chen, Rajiv Ranjan
SLA Management for Big Data Analytical Applications in Clouds: A Taxonomy Study. ACM Comput. Surv. 53 (3) (2020)
Wenli Yang, Erfan Aghasian, Saurabh Kumar Garg, David Herbert, Leandro Disiuta, Byeong Kang
A Survey on Blockchain-Based Internet Service Architecture: Requirements, Challenges, Trends, and Future. IEEE Access 7 (2019)
Md Anwarul Kaium Patwary, Saurabh Kumar Garg, Byeong Kang
Window-based Streaming Graph Partitioning Algorithm. ACSW (2019)
Md Anwarul Kaium Patwary, Saurabh Kumar Garg, Byeong Kang
Window-based Streaming Graph Partitioning Algorithm. CoRR (2019)
Ranesh Kumar Naha, Saurabh Kumar Garg
Multi-Criteria-based Dynamic User Behaviour Aware Resource Allocation in Fog Computing. CoRR (2019)
Sudheer Kumar Battula, Saurabh Kumar Garg, Ranesh Kumar Naha, Parimala Thulasiraman, Ruppa K. Thulasiram
A Micro-Level Compensation-Based Cost Model for Resource Allocation in a Fog Environment. Sensors 19 (13) (2019)
Khaled Alwasel, Rodrigo N. Calheiros, Saurabh Kumar Garg, Rajkumar Buyya, Rajiv Ranjan
BigDataSDNSim: A Simulator for Analyzing Big Data Applications in Software-Defined Cloud Data Centers. CoRR (2019)
Neeraj Kumar, Gagangeet Singh Aujla, Sahil Garg, Kuljeet Kaur, Rajiv Ranjan, Saurabh Kumar Garg
Renewable Energy-Based Multi-Indexed Job Classification and Container Management Scheme for Sustainability of Cloud Data Centers. IEEE Trans. Ind. Informatics 15 (5) (2019)
Alexander Brown, Saurabh Kumar Garg, James Montgomery
Automatic rain and cicada chorus filtering of bird acoustic data. Appl. Soft Comput. 81 (2019)
Mutaz Barika, Saurabh Kumar Garg, Albert Y. Zomaya, Lizhe Wang, Aad van Moorsel, Rajiv Ranjan
Orchestrating Big Data Analysis Workflows in the Cloud: Research Challenges, Survey, and Future Directions. ACM Comput. Surv. 52 (5) (2019)
Mutaz Barika, Saurabh Kumar Garg, Andrew Chan, Rodrigo N. Calheiros, Rajiv Ranjan
IoTSim-Stream: Modelling stream graph application in cloud simulation. Future Gener. Comput. Syst. 99 (2019)
Jiaojiao Jiang, Longxiang Gao, Jiong Jin, Tom H. Luan, Shui Yu, Yong Xiang, Saurabh Kumar Garg
Sustainability Analysis for Fog Nodes With Renewable Energy Supplies. IEEE Internet Things J. 6 (4) (2019)
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
IoTSim-Edge: A Simulation Framework for Modeling the Behaviour of IoT and Edge Computing Environments. CoRR (2019)
Ranesh Kumar Naha, Saurabh Kumar Garg, Dimitrios Georgakopoulos, Prem Prakash Jayaraman, Longxiang Gao, Yong Xiang, Rajiv Ranjan
Fog Computing: Survey of Trends, Architectures, Requirements, and Research Directions. CoRR (2018)
Ranesh Kumar Naha, Saurabh Kumar Garg, Andrew Chan
Fog Computing Architecture: Survey and Challenges. CoRR (2018)
Erfan Aghasian, Saurabh Kumar Garg, James Montgomery
A Privacy-Enhanced Friending Approach for Users on Multiple Online Social Networks. Comput. 7 (3) (2018)
Alexander Brown, Saurabh Kumar Garg, James Montgomery
Scalable Preprocessing of High Volume Bird Acoustic Data. CoRR (2018)
K. V. S. N. Rama Rao, Saurabh Kumar Garg, James Montgomery
Investigation of Unsupervised Models for Biodiversity Assessment. Australasian Conference on Artificial Intelligence (2018)
Alexander Brown, Saurabh Kumar Garg, James Montgomery
Automatic and Efficient Denoising of Bioacoustics Recordings Using MMSE STSA. IEEE Access 6 (2018)
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
The Next Grand Challenges: Integrating the Internet of Things and Data Science. IEEE Cloud Comput. 5 (3) (2018)
Ranesh Kumar Naha, Saurabh Kumar Garg, Dimitrios Georgakopoulos, Prem Prakash Jayaraman, Longxiang Gao, Yong Xiang, Rajiv Ranjan
Fog Computing: Survey of Trends, Architectures, Requirements, and Research Directions. IEEE Access 6 (2018)
Alexander Brown, Saurabh Kumar Garg, James Montgomery
Automatic Rain and Cicada Chorus Filtering of Bird Acoustic Data. CoRR (2018)
Xuezhi Zeng, Saurabh Kumar Garg, Zhenyu Wen, Peter Strazdins, Albert Y. Zomaya, Rajiv Ranjan
Cost efficient scheduling of MapReduce applications on public clouds. J. Comput. Sci. 26 (2018)
Devki Nandan Jha, Saurabh Kumar Garg, Prem Prakash Jayaraman, Rajkumar Buyya, Zheng Li, Rajiv Ranjan
A Holistic Evaluation of Docker Containers for Interfering Microservices. SCC (2018)
Wenli Yang, Saurabh Kumar Garg, Ali Raza, David Herbert, Byeong Kang
Blockchain: Trends and Future. PKAW (2018)
Erfan Aghasian, Saurabh Kumar Garg, James Montgomery
User's Privacy in Recommendation Systems Applying Online Social Network Data, A Survey and Taxonomy. CoRR (2018)
Saurabh Kumar Garg, Jagannath Aryal, Hao Wang, Tejal Shah, Gabor Kecskemeti, Rajiv Ranjan
Cloud computing based bushfire prediction for cyber-physical emergency applications. Future Gener. Comput. Syst. 79 (2018)
Xuezhi Zeng, Saurabh Kumar Garg, Peter Strazdins, Prem Prakash Jayaraman, Dimitrios Georgakopoulos, Rajiv Ranjan
IOTSim: A simulator for analysing IoT applications. J. Syst. Archit. 72 (2017)
Meikang Qiu, Saurabh Kumar Garg, Rajkumar Buyya, Bei Yu, Shiyan Hu
Special Issue on Scalable Cyber-Physical Systems. J. Parallel Distributed Comput. 103 (2017)
Rajiv Ranjan, Saurabh Kumar Garg, Ali Reza Khoskbar, Ellis Solaiman, Philip James, Dimitrios Georgakopoulos
Orchestrating BigData Analysis Workflows. IEEE Cloud Comput. 4 (3) (2017)
Khaled Alwasel, Yinhao Li, Prem Prakash Jayaraman, Saurabh Kumar Garg, Rodrigo N. Calheiros, Rajiv Ranjan
Programming SDN-Native Big Data Applications: Research Gap Analysis. IEEE Cloud Comput. 4 (5) (2017)
Erfan Aghasian, Saurabh Kumar Garg, Longxiang Gao, Shui Yu, James Montgomery
Scoring Users' Privacy Disclosure Across Multiple Online Social Networks. IEEE Access 5 (2017)
Xuezhi Zeng, Saurabh Kumar Garg, Peter E. Strazdins, Prem Prakash Jayaraman, Dimitrios Georgakopoulos, Rajiv Ranjan
IOTSim: a Cloud based Simulator for Analysing IoT Applications. CoRR (2016)
Xuezhi Zeng, Saurabh Kumar Garg, Zhenyu Wen, Peter E. Strazdins, Lizhe Wang, Rajiv Ranjan
SLA-Aware Scheduling of Map-Reduce Applications on Public Clouds. HPCC/SmartCity/DSS (2016)
Srikanth Thudumu, Saurabh Kumar Garg, James Montgomery
B2P2: A Scalable Big Bioacoustic Processing Platform. HPCC/SmartCity/DSS (2016)
Gaurav Langan, James Montgomery, Saurabh Kumar Garg
Similarity Matching of Computer Science Unit Outlines in Higher Education. Australasian Conference on Artificial Intelligence (2016)
Amir Vahid Dastjerdi, Saurabh Kumar Garg, Omer F. Rana, Rajkumar Buyya
CloudPick: a framework for QoS-aware and ontology-based service deployment across clouds. Softw. Pract. Exp. 45 (2) (2015)
Xuezhi Zeng, Rajiv Ranjan, Peter Strazdins, Saurabh Kumar Garg, Lizhe Wang
Cross-Layer SLA Management for Cloud-hosted Big Data Analytics Applications. CCGRID (2015)
Saurabh Kumar Garg, Longxiang Gao, James Montgomery
Clouds selection for network appliances based on trust credibility. ITNAC (2015)
Chaochao Zhou, Saurabh Kumar Garg
Performance Analysis of Scheduling Algorithms for Dynamic Workflow Applications. BigData Congress (2015)
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
A platform for leveraging next generation sequencing for routine microbiology and public health use. Health Inf. Sci. Syst. 3 (1) (2015)
Linlin Wu, Saurabh Kumar Garg, Rajkumar Buyya
Service Level Agreement(SLA) Based SaaS Cloud Management System. ICPADS (2015)
Linlin Wu, Saurabh Kumar Garg, Steven Versteeg, Rajkumar Buyya
SLA-Based Resource Provisioning for Hosted Software-as-a-Service Applications in Cloud Computing Environments. IEEE Trans. Serv. Comput. 7 (3) (2014)
Deepak Poola, Saurabh Kumar Garg, Rajkumar Buyya, Yun Yang, Kotagiri Ramamohanarao
Robust Scheduling of Scientific Workflows with Deadline and Budget Constraints in Clouds. AINA (2014)
Saurabh Kumar Garg, Adel Nadjaran Toosi, Srinivasa K. Gopalaiyengar, Rajkumar Buyya
SLA-based virtual machine management for heterogeneous workloads in a cloud datacenter. J. Netw. Comput. Appl. 45 (2014)
Atefeh Khosravi, Saurabh Kumar Garg, Rajkumar Buyya
Energy and Carbon-Efficient Placement of Virtual Machines in Distributed Cloud Data Centers. Euro-Par (2013)
Saurabh Kumar Garg, Srikumar Venugopal, James Broberg, Rajkumar Buyya
Double auction-inspired meta-scheduling of parallel applications on global grids. J. Parallel Distributed Comput. 73 (4) (2013)
Carlos Queiroz, Saurabh Kumar Garg, Zahir Tari
A probabilistic model for quantifying the resilience of networked systems. IBM J. Res. Dev. 57 (5) (2013)
Linlin Wu, Saurabh Kumar Garg, Rajkumar Buyya, Chao Chen, Steven Versteeg
Automated SLA Negotiation Framework for Cloud Computing. CCGRID (2013)
Saurabh Kumar Garg, Steven Versteeg, Rajkumar Buyya
A framework for ranking of cloud computing services. Future Gener. Comput. Syst. 29 (4) (2013)
Saurabh Kumar Garg, Christian Vecchiola, Rajkumar Buyya
Mandi: a market exchange for trading utility and cloud computing services. J. Supercomput. 64 (3) (2013)
Saurabh Kumar Garg, Rajkumar Buyya
An environment for modeling and simulation of message-passing parallel applications for cloud computing. Softw. Pract. Exp. 43 (11) (2013)
Guofu Feng, Saurabh Kumar Garg, Rajkumar Buyya, Wenzhong Li
Revenue Maximization Using Adaptive Resource Provisioning in Cloud Computing Environments. GRID (2012)
Saurabh Kumar Garg, Bhanu Sharma, Rodrigo N. Calheiros, Ruppa K. Thulasiram, Parimala Thulasiraman, Rajkumar Buyya
Financial Application as a Software Service on Cloud. IC3 (2012)
Bhanu Sharma, Ruppa K. Thulasiram, Parimala Thulasiraman, Saurabh Kumar Garg, Rajkumar Buyya
Pricing Cloud Compute Commodities: A Novel Financial Economic Model. CCGRID (2012)
Linlin Wu, Saurabh Kumar Garg, Rajkumar Buyya
SLA-based admission control for a Software-as-a-Service provider in Cloud computing environments. J. Comput. Syst. Sci. 78 (5) (2012)
Rajkumar Buyya, Saurabh Kumar Garg, Rodrigo N. Calheiros
SLA-Oriented Resource Provisioning for Cloud Computing: Challenges, Architecture, and Solutions CoRR (2012)
William Voorsluys, Saurabh Kumar Garg, Rajkumar Buyya
Provisioning Spot Market Cloud Resources to Create Cost-effective Virtual Clusters CoRR (2011)
Linlin Wu, Saurabh Kumar Garg, Rajkumar Buyya
SLA-Based Resource Allocation for Software as a Service Provider (SaaS) in Cloud Computing Environments. CCGRID (2011)
Saurabh Kumar Garg, Chee Shin Yeo, Rajkumar Buyya
Green Cloud Framework for Improving Carbon Efficiency of Clouds. Euro-Par (1) (2011)
Saurabh Kumar Garg, Chee Shin Yeo, Arun Anandasivam, Rajkumar Buyya
Environment-conscious scheduling of HPC applications on distributed Cloud-oriented data centers. J. Parallel Distributed Comput. 71 (6) (2011)
William Voorsluys, Saurabh Kumar Garg, Rajkumar Buyya
Provisioning Spot Market Cloud Resources to Create Cost-Effective Virtual Clusters. ICA3PP (1) (2011)
Saurabh Kumar Garg, Srinivasa K. Gopalaiyengar, Rajkumar Buyya
SLA-Based Resource Provisioning for Heterogeneous Workloads in a Virtualized Cloud Datacenter. ICA3PP (1) (2011)
Saurabh Kumar Garg, Rajkumar Buyya
NetworkCloudSim: Modelling Parallel Applications in Cloud Simulations. UCC (2011)
Saurabh Kumar Garg, Pramod Konugurthi, Rajkumar Buyya
A linear programming-driven genetic algorithm for meta-scheduling on utility grids. Int. J. Parallel Emergent Distributed Syst. 26 (6) (2011)
Rajkumar Buyya, Saurabh Kumar Garg, Rodrigo N. Calheiros
SLA-oriented resource provisioning for cloud computing: Challenges, architecture, and solutions. CDC (2011)
Saurabh Kumar Garg, Steven Versteeg, Rajkumar Buyya
SMICloud: A Framework for Comparing and Ranking Cloud Services. UCC (2011)
Amir Vahid Dastjerdi, Saurabh Kumar Garg, Rajkumar Buyya
QoS-aware Deployment of Network of Virtual Appliances Across Multiple Clouds. CloudCom (2011)
Saurabh Kumar Garg, Rajkumar Buyya, Howard Jay Siegel
Time and cost trade-off management for scheduling parallel applications on Utility Grids. Future Gener. Comput. Syst. 26 (8) (2010)
Saurabh Kumar Garg, Rajkumar Buyya, Howard Jay Siegel
Scheduling Parallel Applications on Utility Grids: Time and Cost Trade-off Management. ACSC (2009)
Saurabh Kumar Garg, Chee Shin Yeo, Arun Anandasivam, Rajkumar Buyya
Energy-Efficient Scheduling of HPC Applications in Cloud Computing Environments CoRR (2009)
Saurabh Kumar Garg, Pramod Konugurthi, Rajkumar Buyya
A Linear Programming Driven Genetic Algorithm for Meta-Scheduling on Utility Grids CoRR (2009)
Saurabh Kumar Garg, Srikumar Venugopal, Rajkumar Buyya
A Meta-scheduler with Auction Based Resource Allocation for Global Grids. ICPADS (2008)
Yogish Sabharwal, Saurabh Kumar Garg, Rahul Garg, John A. Gunnels, Ramendra K. Sahoo
Optimization of Fast Fourier Transforms on the Blue Gene/L Supercomputer. HiPC (2008)