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Re:UC Berkeley launches SkyPilot to help navigate soaring cl... by covi on Tuesday December 13, 2022 @04:20AM (#33966475)
SkyPilot devs here, happy to answer any questions.

GitHub repo (Apache 2 license): https://github.com/skypilot-org/skypilot

Getting started is easy:

$ pip install "skypilot[aws,gcp,azure]" # Pick your clouds

$ sky check

$ sky launch

Re:UC Berkeley launches SkyPilot to help navigate soaring cl... by freediver on Tuesday December 13, 2022 @09:27AM (#33969290)
Conisder adding CoreWeave for GPUs. The A100 there is about half the cost of V100 on large clouds.
Re:UC Berkeley launches SkyPilot to help navigate soaring cl... by lewiso1 on Tuesday December 13, 2022 @05:17AM (#33966822)
Looks great! Do you anticipate any pushback from cloud providers, who might one day decide to restrict access to stop people getting a better price elsewhere?
Re:UC Berkeley launches SkyPilot to help navigate soaring cl... by covi on Tuesday December 13, 2022 @07:01AM (#33967730)
We don't anticipate this will happen for a few reasons. When the usage of SkyPilot (or a SkyPilot-like "intercloud broker" system) is small, it probably doesn't warrant the dominant clouds' attention.

When the usage gets bigger, I'm not sure how providers can restrict access anyway (curious if there are precedents). There are quite a few large multicloud platforms like Snowflake or Databricks heavily utilizing AWS/GCP/Azure already. (Granted, these platforms are not meta-cloud, in the sense of moving their customer workloads transparently across clouds.)

Ultimately we see such a system to grow the pie for the whole cloud market. The incumbents' relative shares may drop, but their absolute volume will grow.

Re:UC Berkeley launches SkyPilot to help navigate soaring cl... by master_crab on Tuesday December 13, 2022 @07:40AM (#33968105)
I’m curious how this affects network and data storage costs. Maintaining data storage and private fiber to all the clouds has its own costs.