SysML@ICL

A special interest group for the area of Systems for Machine Learning hosting a reading group and (eventually) a seminar series at Imperial College London.

[SysML@ICL @SysML_ICL]

Join us this Thursday at 2PM for @RWaleffe's exciting seminar on Training Graph Neural Networks over Billion-Scale Graphs on a Single Machine 🧠

Details: https://t.co/7DCG4MzJ1q

[SysML@ICL @SysML_ICL]

Join us this Thursday at 2PM for Fan Mo's presentation of his work on Privacy-preserving Federated Learning with TEEs!

[SysML@ICL @SysML_ICL]

🥂 New Year, new events!
Feb 9th 2PM, @VincentMo6 will present his work PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments (MobiSys'21)
https://t.co/VsoF3uy0sP

[SysML@ICL @SysML_ICL]

Jan 19th 2PM, @marwage will lead the Reading Group through "Pathways: Asynchronous distributed dataflow for ML (SysML'22)"

https://t.co/uMkurIBzkU

[SysML@ICL @SysML_ICL]

🥂 New Year, new events!
Feb 9th 2PM, @VincentMo6 will present his work PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments (MobiSys'21)
https://t.co/VsoF3uy0sP

[SysML@ICL @SysML_ICL]

Join us this Thursday, where @MichaelKuchnik will present his MLSys'22 work "Plumber: Diagnosing and Removing Performance Bottlenecks in ML Data Pipelines".
https://t.co/gssPYZ09IX

[SysML@ICL @SysML_ICL]

This event starts in 5 minutes, join in!

[SysML@ICL @SysML_ICL]

After a small break, we are back with two new Seminars in September.
📅 Sep. 1st: @aptemav will present his work on eXLA, an extension to the XLA compiler which modifies the dataflow graph for memory efficiency and safety!

https://t.co/ulqmwTdF8m

[SysML@ICL @SysML_ICL]

📅 Sep. 8th: Colin Unger will present his OSDI'22 work, Unity, the first system that jointly optimizes algebraic transformations and parallelization in distributed DNN training!

https://t.co/01wgQkck6t

[SysML@ICL @SysML_ICL]

📅 Sep. 8th: Colin Unger will present his OSDI'22 work, Unity, the first system that jointly optimizes algebraic transformations and parallelization in distributed DNN training!

https://t.co/01wgQkck6t

[SysML@ICL @SysML_ICL]

Starting in 15 minutes, get in with the zoom link here:

https://t.co/ulqmwTvgwW

[SysML@ICL @SysML_ICL]

Reminder that this seminar is starting in 30 minutes!
Join for a discussion on optimizing computation and communication in ML workloads.

[SysML@ICL @SysML_ICL]

Up next, @abhijangda will present his ASPLOS'22 work on CoCoNet. Don't miss it this Thursday at 10:30 BST!
Add event to your calendar at:
https://t.co/mpZ3EcXXV3

[SysML@ICL @SysML_ICL]

Up next, @abhijangda will present his ASPLOS'22 work on CoCoNet. Don't miss it this Thursday at 10:30 BST!
Add event to your calendar at:
https://t.co/mpZ3EcXXV3

[SysML@ICL @SysML_ICL]

We are switching to Zoom for a better experience!
You can now also add future sessions to your calendar easily: https://t.co/mpZ3EcXXV3

[SysML@ICL @SysML_ICL]

This Thursday, 10:30BST, @alexrenz will present his work on Adaptive Parameter Servers!
Join online through the "Join Session" link in the page!
https://t.co/e8G6L36VKB

[SysML@ICL @SysML_ICL]

Tomorrow at 10:30BST, Davis Blalock will present his ICML'21 work "Multiplying Matrices Without Multiplying".
Join online through the "Join Session" link in the page!
https://t.co/AHUmZOEnBQ

[SysML@ICL @SysML_ICL]

📅 28/07: Abhinav Jangda will present his work on CoCoNet "Breaking the computation and communication abstraction barrier in distributed machine learning workloads", ASPLOS'22
(3/3)
https://t.co/mpZ3EcXXV3

[SysML@ICL @SysML_ICL]

🚨 Announcing our exciting July Seminar line-up!
Follow the links for details.

📅 14/07: Davis Blalock will present his work "Multiplying Matrices Without Multiplying", ICML'21
(1/3)
https://t.co/AHUmZOEnBQ

[SysML@ICL @SysML_ICL]

📅 21/07: Alexander Renz-Wieland will present his research on Adaptive Parameter Servers and NuPS, SIGMOD'22
(2/3)
https://t.co/e8G6L3ox9b

[SysML@ICL @SysML_ICL]

Next Thursday, on our second reading group session, we will discuss Gato, a new generalist model, as well as, its implications for system designers.
Find out how to join in the link below:
https://t.co/T86695ifid

[SysML@ICL @SysML_ICL]

⚠️ Due to a last minute room scheduling collision, tomorrow's session will instead occur in Huxley 217.