Faster ML platform with Kubernetes, Kubeflow, Dask, Rapids, Bokeh… no vendor lock-in | by Michael Sebbah | Oct, 2020 | Medium

Faster ML platform with Kubernetes, Kubeflow, Dask, Rapids, Bokeh… no vendor lock-in | by Michael Sebbah | Oct, 2020 | Medium medium.com

4 months ago in Technology

Managing Pangeo Environments for Distributed Computing medium.com

9 months ago in Technology

Pangeo with Dask Gateway – pangeo – Medium

Pangeo with Dask Gateway – pangeo – Medium medium.com

11 months ago in Technology

#kubernetes

Caylent @caylentinc·

Discover how to use Kubebuilder and Kind to port-forward to private endpoints the Kubernetes way.

https://ed.gr/c8tbn

#portforwarding #forwardoperator #kubebuilder #forwardoperator #kind #Kubernetes

Microsoft Developer@msdev·

Are you ready to get up and running with #Kubernetes? This e-book collection will help you get started: https://msft.it/6014VBPBK

<img src="https://pbs.twimg.com/profile_images/1366112487528157186/4fZ3_Nuk_normal.jpg" alt="of_sys" width="48" height="48">

last_of_sys @of_sys·

With the launch of GKE AutoPilot, the future is clear and set. DevOps will be another short-lived career and no longer needed after he/she hands over everything to the Cloud.

#GKE #k8s #Kubernetes #sysadmin #DevOps

Matej Jellus @juffalow·

Is it somehow possible to get client IP address in app running in #Kubernetes? Tried probably every possible solution to be found on internet and still nothing 🙁

<img src="https://pbs.twimg.com/profile_images/1366112487528157186/4fZ3_Nuk_normal.jpg" alt="of_sys" width="48" height="48">

last_of_sys @of_sys·

Currently, most C-Executive levels are convinced now that Env needs to handled by Developers now, and Sysadmins only slow things due to various PROD prechecks.
So what will become to the Sysadmin? will he become a Dev ?

#k8s #Kubernetes #sysadmin #DevOps

Faster ML platform with Kubernetes, Kubeflow, Dask, Rapids, Bokeh… no vendor lock-in | by Michael Sebbah | Oct, 2020 |...

<img alt='' data-srcset='https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=200&d=mm&r=g 2x' height='100' width='100' data-src="https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=100&d=mm&r=g" class="avatar avatar-100 photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img alt='' src='https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=100&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=200&d=mm&r=g 2x' class='avatar avatar-100 photo' height='100' width='100' />

admin 4 months ago in

Data scientists expect modern IT tools to compute ml pipelines, handle large datasets, and share data finely. Python tools(Pandas, Numpy, Pytorch, Keras, Jupyter …) are common in this area, thus users are keen on playing with a pythonic platform. Several vendors propose a solution, but let me explain why open source services are better off. For modern high performance computing, workflow processing, APIs, webapps, in…

Managing Pangeo Environments for Distributed Computing

<img alt='' data-srcset='https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=200&d=mm&r=g 2x' height='100' width='100' data-src="https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=100&d=mm&r=g" class="avatar avatar-100 photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img alt='' src='https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=100&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=200&d=mm&r=g 2x' class='avatar avatar-100 photo' height='100' width='100' />

admin 9 months ago in

By Tom Augspurger, Scott Henderson, and Joe Hamman Managing computational environments has been a persistent challenge for both administrators and users of Pangeo distributed computing infrastructure. While there are still improvements to be made, we’re reasonably happy with our current setup. This post will discuss But first: what do we mean by environment management? Roughly speaking, we’re talking about the set of packages (typically Python…

Pangeo with Dask Gateway – pangeo – Medium

<img alt='' data-srcset='https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=200&d=mm&r=g 2x' height='100' width='100' data-src="https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=100&d=mm&r=g" class="avatar avatar-100 photo lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img alt='' src='https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=100&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/dd7efd2706b5a7ec02854e19e7e30552?s=200&d=mm&r=g 2x' class='avatar avatar-100 photo' height='100' width='100' />

admin 11 months ago in

By Tom Augspurger, Joe Hamman, and Scott Henderson