SysML@ICL
@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.
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: sysml.doc.ic.ac.uk/event/seminar8/
sysml.doc.ic.ac.uk
Seminar #8 - Roger Waleffe - MariusGNN (EuroSys'23) | SysML@ICL
Roger Waleffe will present his work MariusGNN: Training Graph Neural Networks over Billion-Scale Graphs on a Single Machine (EuroSys'23)
Join us this Thursday at 2PM for Fan Mo's presentation of his work on Privacy-preserving Federated Learning with TEEs!
🥂 New Year, new events! Feb 9th 2PM, @VincentMo6 will present his work PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments (MobiSys'21) sysml.doc.ic.ac.uk/event/seminar7/
sysml.doc.ic.ac.uk
Seminar #7 - Fan Mo - PPFL (MobiSys'21) | SysML@ICL
Fan Mo will present his work PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments (MobiSys'21)
Join us this Thursday, where @MichaelKuchnik will present his MLSys'22 work "Plumber: Diagnosing and Removing Performance Bottlenecks in ML Data Pipelines". sysml.doc.ic.ac.uk/event/seminar6/
sysml.doc.ic.ac.uk
Seminar #6 - Michael Kuchnik - Plumber (MLSys'22) | SysML@ICL
Michael Kuchnik will present his work on Plumber (MLSys'22)
📅 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! sysml.doc.ic.ac.uk/event/seminar5/
Starting in 15 minutes, get in with the zoom link here: sysml.doc.ic.ac.uk/event/seminar4/
Reminder that this seminar is starting in 30 minutes! Join for a discussion on optimizing computation and communication in ML workloads.
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: sysml.doc.ic.ac.uk/event/seminar3/
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: sysml.doc.ic.ac.uk/event/seminar3/
We are switching to Zoom for a better experience! You can now also add future sessions to your calendar easily: sysml.doc.ic.ac.uk/event/seminar3/
This Thursday, 10:30BST, @alexrenz will present his work on Adaptive Parameter Servers! Join online through the "Join Session" link in the page! sysml.doc.ic.ac.uk/event/seminar2/
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! sysml.doc.ic.ac.uk/event/seminar1/
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: sysml-icl.github.io/event/reading2/
sysml.doc.ic.ac.uk
Reading Group Session #2 | SysML@ICL
Gato (arXiv'22)
⚠️ Due to a last minute room scheduling collision, tomorrow's session will instead occur in Huxley 217.
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