Title: The Gridbus Toolkit: Creating and Managing Utility Grids for eScience and eBusiness Applications
Speaker: Dr. Rajkumar Buyya (The University of Melbourne, Australia)
Abstract: In spite of a number of advances in Grid computing, resource management
and application scheduling in such environments continues to be a
challenging and complex undertaking. This is due to geographic
distribution of Grid resources owned by different organizations with
different usage policies, cost models and varying load and availability
patterns with time. This tutorial introduces fundamental principles of
Grid computing and computational economy and discusses how they impact on
emerging Computational and Data Grid technologies. It identifies resource
management challenges and presents a Grid Architecture for Computational
Economies that can be realized by leveraging existing technologies. It
then introduces new challenges and requirements introduced by the Grid
Economy on Grid Service Providers (GSPs) and Grid Service Consumers. We
present solutions to these challenges based on our experience in designing
and developing computational and Data Grid technologies such as Nimrod-G,
GridSim, Gridbus (e.g., Grid Market Directory, Grid Bank, Grid Service
Broker, Grid Federation) and their utilization in driving eScience
and
eBusiness applications such as molecular docking, natural language
processing, and portfolio analysis.
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Outline of the Tutorial:
- Grid Challenges
- Grid Resource Management Challenges
- A Case for Grid Economy
- Service Oriented Grid Architecture and Grid Economy
- Economic Models for Grid Computing
- A Grid Service Publication Directory
- Virtual Organization Services and Grid Economy
- Grid Service Pricing Issues
- Grid Bank and Grid Accounting Services Architecture
- Grid Resource Broker
- Economic Scheduling Algorithms for Computational Grids
- Economic Scheduling Algorithms for Data Grids
- A Case Study in Grid Economy based Systems such as Nimrod-G and Gridbus
- A Case Study in Creation of Grid Applications from Legacy Software
Components - Demonstration of On Demand Application Deployment and
Resource Provisioning within a Grid Economy Environment
- Advance Reservation and Grid Economy
- Grid Simulator
- Evaluation of Optimisation Strategies
- Performance Metrics
- Simulation and Experimental Results
- Open Research Opportunities in Grid Economy
- Summary and Concluding Remarks
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