I'm working on a prototype (A Broker for Cost-efficient QoS aware resource allocation in EC2) by combining the tools and knowledge I already acquired during the last couple of weeks"
Except for the fact that I keep feeling sick (for a couple of weeks already), everything went okay. The only issue is the actual scheduling in the time of the different tasks, I wonder if I can use some existing deadline scheduler for this. The prototype (it literaly is: e.g. undocumented, overlapping model and view, ... ) now handles everything for reserved and on-demand instances correctly. The next step (after refactoring and implementing a scheduling algorithm) will be to start adding spot instances. I created two programs:
- A TaskGenerator that takes some program arguments specifying the task as input and creates a
CSV file that describes the task and a corresponding CSV file describing the randomly generated workload of the task. - The actual EC2 broker prototype which takes the output of the previous program and some CSV files with the EC2 pricing details as input. I chose to create a Swing GUI that creates Gantt charts containing the scheduled tasks. I also created an overview of the corresponding costs. Some screenshots can be found below.
Overview of the scheduled tasks
Every task has a detailed tooltip
Cost overview
The source code of this prototype can be checked out from the SVN repository (EC2Broker project) or an archive can be downloaded right here.
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