Grid Resource Management, Scheduling and Computational Economy Nimrod/G Experience + GRACE proposal
Agenda
Computing Platforms Breaking HPC Barriers
Computing Power (HPC) Drivers
Grid Application-Drivers
Towards Grid Computing….
The Grid Vision: To offer
The Grid Impact!
Sources of Complexity in Grid Resource Management
Grid Resource Management: Challenging Issues
Grid Components and our Focus: Resource Brokers and Computational Economy
Resource Management Strawman’s proposed at Grid Forum (GF-SCHED WG)*
PPT Slide
Nimrod/G Resource Broker
What is Nimrod/G ?
A Nimrod/G User Console
Nimrod/G Architecture
Nimrod/G Interactions
Computational Economy
Global resource allocation: Meet Deadline, but minimize the cost
Cost Model
Current Scheduling Algorithm in Nimrod/G: Deadline based, and tries to meet using low cost resources.
Resource Usage (for various deadlines)
Scheduling Methods for Global Resource Allocation
Scheduling Policies can be combined!
Nimrod/G Limitations (current version)
GRACE
Why Computational Economy in Resource Management ?
Advantages of Economic-based RM
Resource Profile (that can be considered during resource selection)
Grid Resource Management Architecture (Economic/Market-based)
Key components involved in computation economy issues…
Key components involved in computation economy issues
Grid Open Trading Protocols
Open Trading Finite State Machine
GRACE APIs (for Trading between Bid Manager and Bid Server)
GRACE Deal Template
Scheduler Steps
Related Works
Scheduling Policies in GRD
Deadline policy in GRD
Scheduling Policies
Conclusions
Email: rajkumar@csse.monash.edu.au
Home Page: http://www.csse.monash.edu.au/~rajkumar/
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