Interesting.
I've been working on a paper doing exactly that, but in a different
context. I can share a draft version of it if you like.
Best,
/Abel
On 11/29/18 20:58, Iwanowski, Maciej wrote:
Hello,
My team at Intel has recently opensourced a Mesos-related project: Orchestration-aware
Workload Collocation Agent (https://github.com/intel/owca). Goal of the project is to:
"dynamically manage platform isolation mechanisms to ensure that high priority jobs
meet their service level objective (SLO) and best-effort jobs effectively utilize as many
idle resources as possible"
(https://github.com/intel/owca/blob/master/docs/OWCA_Architecture_v1.5.pdf). As we are
aiming at integrating other orchestration platform we decided to build a sidecar rather
than a Mesos module. Library is written in Python because of ubiquity of the language in
Machine Learning and Big Data environments - we are planning to experiment with various
resource allocation and anomaly detection algorithms.
I hope that you will find the idea interesting or even, one day, deployable 😉
Maciej
an engineer
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