UC Berkeley RISE Lab

[UC Berkeley RISE Lab @ucbrise]

Hello SkyPilot! 👋

Here's our latest work on making clouds cost-effective and easy to use.

[Zongheng Yang @zongheng_yang]

Introducing SkyPilot:

Run ML and Data Science jobs on any cloud, with massive cost savings.

🚀 Run jobs on any cloud
⏰ Get GPU/TPU/CPU in 1 click
💵 Reduce > 3x cost

https://t.co/Dcu1SgtCCR
Read blog: https://t.co/ZF6aPrBKM2

🧵1/

[Paras Jain @parasjain]

Releasing Skyplane, a new open-source tool to move huge datasets between clouds.

Skyplane is:
1. 🔥 Blazing fast (110x faster)
2. 🤑 Cheap (4x cheaper)
3. 🌐 Universal (AWS, Azure and GCP)

Read more: https://t.co/WfIkOqg2Vr

https://t.co/I4GiU22IaD
https://t.co/EkAOWmMdug

1/

[UC Berkeley RISE Lab @ucbrise]

.@profjoeyg has a follow-on to last week’s post on the ML revolution. Here, he discusses the prediction serving work that’s been done in recent years @ucbrise, what they got right, and what they got wrong. https://t.co/8zoYQEAcxv

[Joey Gonzalez @profjoeyg]

1/ Part 2! Last week, I talked about how data + compute + abstractions catalyzed the ML revolution. The natural next question is how we put those models to use (hint: it’s not testing): https://t.co/OBZrP0bXg6

[UC Berkeley RISE Lab @ucbrise]

@profjoeyg wrote a blog reflecting on the past decade of ML systems research and how data and compute were catalyzed by new ML abstractions to launch the ML revolution. https://t.co/7SBY6dfVGW

[Hao Zhang @haozhangml]

The next talk in the Sky Seminar held at @ucbrise is today and our speaker will be Olivier Tardieu from IBM Research who will talk about how to build cloud-native fault-tolerant applications. Friends near Berkeley are welcome to attend in person at 510 SODA! 🙂

[Hao Zhang @haozhangml]

folks near Berkeley might be interested! @ucbrise

[UC Berkeley RISE Lab @ucbrise]

https://t.co/EWp39LQoFu

[UC Berkeley RISE Lab @ucbrise]

Security Seminar: Caroline Trippel on "Scalable Assurance via Formal and Verifiable Security Contracts" Fri Apr 22 @ 11AM https://t.co/i1nudTltJx

[UC Berkeley RISE Lab @ucbrise]

Dissertation Talk with Alvin Wan: Efficient 2.5D Deep Learning for Capturing and Viewing Reality; 12:00 PM, Thursday, April 28 https://t.co/4pEzx6O4Iq

[UC Berkeley RISE Lab @ucbrise]

Dissertation Talk with Guanhua Wang: Disruptive Research on Distributed Machine Learning Systems; 11:00 AM, Friday, April 14 https://t.co/98kW83lKVg

[UC Berkeley RISE Lab @ucbrise]

Sky Seminar: "The Tip of the Iceberg: How to make ML for Systems work" with Deniz Altınbüken https://t.co/b50BQ2JB0Z

[UC Berkeley RISE Lab @ucbrise]

Security Seminar: Alex Ozdemir on "CirC: Unifying Compilers for SNARKs, SMT, and More", Friday Feb. 11th at 11 AM PT https://t.co/Kq1nF1quFE

[UC Berkeley RISE Lab @ucbrise]

Dissertation Talk by Johann Schleier-Smith: Understanding and Exploring Serverless Cloud Computing; 10:30 AM, Thursday, December 16 https://t.co/rmv98z4IN5

[UC Berkeley RISE Lab @ucbrise]

Forbes: "Berkeley Research Lab Group Mints Second Billion-Dollar Business In Startup Anyscale" https://t.co/E5oUwKIth9

[UC Berkeley RISE Lab @ucbrise]

How AI Fails Us https://t.co/NCQdWWJuzP

[UC Berkeley RISE Lab @ucbrise]

Podcast: The Data Wranglers https://t.co/4WzIOFhcEg

[UC Berkeley RISE Lab @ucbrise]

The Turing Test Is Bad for Business https://t.co/svVoCNdz0B

[UC Berkeley RISE Lab @ucbrise]

Junior faculty in RISELab receive tenure https://t.co/r301p6ZeSb

[UC Berkeley RISE Lab @ucbrise]

Security Seminar: Semantic Techniques for Information-Flow Languages with Andrew Hirsch, Friday Nov. 5th, 12 PM PDT https://t.co/eELUTXj2BI

[UC Berkeley RISE Lab @ucbrise]

"RAMP-TAO: Layering Atomic Transactions on Facebook's Online TAO Data Store" Wins Best Industry Paper Award at VLDB 2021 https://t.co/cGBSt5UkzL