Web Access Research Portal

Researcher: Garg, SK (Dr Saurabh Garg)

Fields of Research

Distributed and Grid Systems
Computer System Security
Aged Health Care
Pattern Recognition and Data Mining
Literary Studies
Wireless Communications
Computer-Human Interaction
Decision Support and Group Support Systems
Information Systems Management
Expert Systems
Aboriginal and Torres Strait Islander Information and Knowledge Systems
Adaptive Agents and Intelligent Robotics
Distributed Computing
Educational Technology and Computing
Conservation and Biodiversity
Social Change
Environment and Resource Economics
Ubiquitous Computing
Web Technologies (excl. Web Search)
History and Philosophy of the Humanities
Education Assessment and Evaluation
Terrestrial Ecology
Environmental Monitoring
Geomatic Engineering
Networking and Communications
Renewable Power and Energy Systems Engineering (excl. Solar Cells)

Research Objectives

Computer Time Leasing, Sharing and Renting Services
Application Tools and System Utilities
Management of Greenhouse Gas Emissions from Information and Communication Services
Forest and Woodlands Flora, Fauna and Biodiversity
Computer Software and Services
Information Services
Clinical Health (Organs, Diseases and Abnormal Conditions)
Information Processing Services (incl. Data Entry and Capture)
Languages and Literature
Mobile Telephone Networks and Services
Forest and Woodlands Land Management
Natural Hazards in Forest and Woodlands Environments
Learner and Learning
Energy Storage (excl. Hydrogen)
Ecosystem Assessment and Management of Forest and Woodlands Environments
Energy Services and Utilities
Expanding Knowledge in Languages, Communication and Culture
Internet Hosting Services (incl. Application Hosting Services)
Education and Training Theory and Methodology
Farmland, Arable Cropland and Permanent Cropland Flora, Fauna and Biodiversity
Education and Training
Native Forests

Career Best Publications

A framework for ranking cloud computing services; Future Generation Computer Systems
Environment-conscious scheduling of HPC applications on distributed Cloud-oriented data centers; Journal of Parallel and Distributed Computing

Research Publications

A framework for ranking cloud computing services; Future Generation Computer Systems
A linear programming driven genetic algorithm for meta-scheduling on utility grids; The 16th International Conference on Advanced Computing and Communication 2008
A linear programming-driven genetic algorithm for meta-scheduling on utility grids; International Journal of Parallel, Emergent and Distributed Systems
A meta-scheduler with auction based resource allocation for global grids; 14th International Conference on Parallel and Distributed Systems
A platform for leveraging next generation sequencing for routine microbiology and public health use; Health Information Science and Systems
A probabilistic model for quantifying the resilience of networked systems; IBM Journal of Research and Development
A Taxonomy and Survey of Stream Processing Systems; Software Architecture for Big Data and the Cloud
An environment for modeling and simulation of message-passing parallel applications for cloud computing; Software: Practice and Experience
Automated SLA negotiation framework for cloud computing; 13th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing
Automatic and efficient denoising of bioacoustics recordings using MMSE STSA; IEEE Access
B2P2: A scalable big bioacoustic processing platform; 18th International Conference on High Performance Computing & Communications; 14th International Conference on Smart City; 2nd International Conference on Data Science & Systems
Cloud Bursting: Managing Peak Loads by Leasing Public Cloud Services; Cloud Computing: Methodology, Systems, and Applications
Cloud computing based bushfire prediction for cyber-physical emergency applications; Future Generation Computer Systems
Cloud Resource Scheduling, Monitoring, and Configuration Management in the Software Defined Networking Era; TC-CPS Newsletter
CloudPick: a framework for QoS-aware and ontology-based service deployment across clouds; Software: Practice and Experience
Clouds selection for network appliances based on trust credibility; International Telecommunication Network and Applications Conference
Co-authorship trends in English literary studies, 1995-2015; Studies in Higher Education
Conferences in Research and Practice in Information Technology: Proceedings of the 13th Australasian Symposium on Parallel and Distributed Computing (AusPDC 2015); 13th Australasian Symposium on Parallel and Distributed Computing (AusPDC 2015)
Cost efficient scheduling of MapReduce applications on public clouds; Journal of Computational Science
Cross-layer SLA management for cloud-hosted big data analytics applications; 2015 IEEE/ACM 15th International Symposium on Cluster, Cloud, and Grid Computing
Double auction-inspired meta-scheduling of parallel applications on global grids; Journal of Parallel and Distributed Computing
Editorial; International Journal of Big Data Intelligence
Energy and carbon-efficient placement of virtual machines in distributed cloud data centers; 19th International Euro-Par Conference
Environment-conscious scheduling of HPC applications on distributed Cloud-oriented data centers; Journal of Parallel and Distributed Computing
Exploiting heterogeneity in grid computing for energy-efficient resource allocation; 17th International Conference on Advanced Computing and Communications
Exploring the use of big data analytics for improving support to students in higher education; 29th Australasian Joint Conference on Artificial Intelligence (AI 2016): Advances in Artificial Intelligence
Financial application as a software service on cloud; 5th International Conference on Contemporary Computing
Green Cloud Computing and Environmental Sustainability; Harnessing Green IT: Principles and Practices
Green cloud framework for improving carbon efficiency of clouds; 17th International Euro-Par Conference
IOTSim: a simulator for analysing IoT applications; Journal of Systems Architecture
Mandi: a market exchange for trading utility and cloud computing services; Journal of Supercomputing
Market-Oriented Resource Management and Scheduling: A Taxonomy and Survey; Cooperative Networking
NetworkCloudSim: modelling parallel applications in cloud simulations; 4th IEEE/ACM International Conference on Utility and Cloud Computing
Optimization of fast Fourier transforms on the Blue Gene/L Supercomputer; 15th International Conference on High Performance Computing 2008
Orchestrating BigData analysis workflows; IEEE Cloud Computing
Performance analysis of scheduling algorithms for dynamic workflow applications; 2015 IEEE International Congress on Big Data
Preliminary study on big data analytics with learning management system for assisting learning experiences in higher education in Australia; Autumn Conference of The Korean Institute of Smart Media 2016
Pricing cloud compute commodities: a novel financial economic model; 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing
Privacy-aware smart city: a case study in collaborative filtering recommender systems; Journal of Parallel and Distributed Computing
Programming SDN-Native big data applications: research gap analysis; IEEE Cloud Computing
Provisioning spot market cloud resources to create cost-effective virtual clusters; 11th International Conference on Algorithms and Architectures for Parallel Processing
QoS-aware deployment of network of virtual appliances across multiple clouds; 3rd IEEE International Conference on Cloud Computing Technology and Science
Renewable energy-based multi-indexed job classification and container management scheme for sustainability of cloud data centers; IEEE Transactions on Industrial Informatics
Revenue maximization using adaptive resource provisioning in cloud computing environments; 13th ACM/IEEE International Conference on Grid Computing 2012
Robust scheduling of scientific workflows with deadline and budget constraints in clouds; 28th IEEE International Conference on Advanced Information Networking and Applications (IEEE AINA 2014)
Scheduling parallel applications on utility grids: time and cost trade-off management; 32nd Australasian Computer Science Conference 2009
Scoring usersí privacy disclosure across multiple online social networks; IEEE Access
Service Level Agreement (SLA) based SaaS cloud management system; 2015 IEEE 21st International Conference on Parallel and Distributed Systems (ICPADS 2015)
Similarity matching of computer science unit outlines in higher education; 29th Australasian Joint Conference on Artificial Intelligence (AI 2016)
SLA-aware scheduling of map-reduce applications on public clouds; 18th International Conference on High Performance Computing & Communications; 14th International Conference on Smart City; 2nd International Conference on Data Science & Systems
SLA-based admission control for a Software-as-a-Service provider in Cloud computing environments; Journal of Computer and System Sciences
SLA-based resource allocation for Software as a Service provider (SaaS) in cloud computing environments; 11th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing
SLA-based resource provisioning for heterogeneous workloads in a virtualized cloud datacenter; 11th International Conference on Algorithms and Architectures for Parallel Processing
SLA-based resource provisioning for hosted software-as-a-service application in cloud computing environments; IEEE Transactions on Services Computing
SLA-based virtual machine management for heterogeneous workloads in a cloud datacenter; Journal of Network and Computer Applications
SLA-oriented resource provisioning for cloud computing: challenges, architecture, and solutions; 2011 International Conference on Cloud and Service Computing
SMICloud: a framework for comparing and ranking cloud services; 4th IEEE/ACM International Conference on Utility and Cloud Computing
SparkCloud: a cloud-based elastic bushfire simulation service; Remote Sensing
Time and cost trade-off management for scheduling parallel applications on Utility Grids; Future Generation Computer Systems
Userís Privacy in Recommendation Systems Applying Online Social Network Data: A Survey and Taxonomy; Big Data Recommender Systems: Recent Trends and Advances
WGS analysis and interpretation in clinical and public health microbiology laboratories: what are the requirements and how do existing tools compare?; Pathogens

Research Projects

'Big Data' and learning analytics for Australian higher education: second stage of pilot project; University of Tasmania (UTAS)
15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CC Grid 2015) - Guangdon, China; University of Tasmania (UTAS)
Cloud Computing Based Service Platform for Bushfire Prediction; CSIRO Data61 (Data61)
No Longer Going Solo? Measuring and Understanding Co-Authorship Trends in English Literary Studies; University of Tasmania (UTAS)

Research Candidate Supervision