Elektron is a lightweight, power-aware, pluggable Mesos framework that behaves as a playground to experiment with different scheduling policies to schedule ad-hoc jobs in docker containers.
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Experimentation/schedPolicySwitcher 1. Initial commit for consolidated loggers using observer pattern. 2. class factory for schedulers. 3. Using the scheduling policy class factory in schedulers/store.go and the scheduler builder helpers in schedulers/helpers.go, feature to be able to be able to plug a scheduling policy of your choice from the command line (right now only first-fit and bin-packing are possible. Will be updating the class factory to include other scheduling policies as well. 4. Removed TODO for using generic task sorters. Modified TODO for a config file input to run electron. 5. Added other schedulers to the factory 6. Partially retrofitted the other scheduling policies to use the logging library. 7. Retrofitted extrema and progressive to use the consolidated logging library. Fixed parameter issue with s.base.Disconnected(). Formatted project 8. Move statusUpdate(...) into base.go to remove redundant code. 9. Converted the baseScheduler into a state machine where the state is a scheduling policy that defines an approach to consume resource offers. 10. Added another command line argument to be used to enable switching of scheduling policies. Retrofitted scheduling policies to switch only if the particular feature has been enabled. changed argument to coLocated(...) to take base type rather than ElectronScheduler type. Also, prepended the prefix to the directory of the logs so that it would be easier to determine what the files in a directory correspond to without viewing the contents of the directory. Defined methods in ElectronScheduler. Each of these methods corresponds to a type of log that an ElectronScheduler would make. Each of these methods would need to be implemented by the scheduling policy. Electron has only one scheduler that implements the mesos scheduler interface. All the scheduling policies are just different implementations of ways to consume mesos resource offers. Retrofitted scheduling policies to now embed SchedPolicyState instead of baseScheduler. Approved-by: Pradyumna Kaushik <pkaushi1@binghamton.edu> |
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| constants | ||
| def | ||
| docs | ||
| environment | ||
| logging | ||
| pcp | ||
| power-capping | ||
| rapl | ||
| schedulers | ||
| scripts | ||
| utilities | ||
| .gitignore | ||
| config | ||
| README.md | ||
| scheduler.go | ||
| workload_sample.json | ||
Elektron: A Pluggable Mesos framework with power-aware capabilities
Elektron is a Mesos framework that behaves as a playground for developers to experiment with different scheduling policies to launch ad-hoc jobs. Elektron is designed as a lightweight, configurable framework, which can be used in conjunction with built-in power-capping policies to reduce the peak power and/or energy usage of co-scheduled tasks.
#Features
- Pluggable Scheduling Policies
- Pluggable Power-Capping strategies
- Cluster resource monitoring