ubc-cirrus-lab / caribou

Caribou is a framework for running and deploying complex serverless workflows multi-constraint and multi-objective aware on hyper-scalers over multiple regions.
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Latency Distribution Retrieval for Missing Regions #235

Open vGsteiger opened 4 months ago

vGsteiger commented 4 months ago

There are a couple of regions missing from CloudPing where we are very roughly extrapolating the data. This can lead to very weird behaviour from the deployment algorithm that does not reflect reality.

See caribou/data_collector/utils/latency_retriever/aws_latency_retriever.py:get_latency_distribution.

We need a better way of getting this missing information,

vGsteiger commented 4 months ago

This could be an idea?