Paper summary: Themis: Fair and Efficient GPU Cluster Scheduling link.medium.com/XSGCSaVunpb

Paper summary. The paper proposes a #machine_learning based mechanism for estimating deep learning workloads #GPU #utilization based on the information it gets from the #computation_graph of #deep_learning models. link.medium.com/H3EI4aB7Upb

Changing the threat (exam) into an opportunity (summary). May I need it later?! Other chapters are under construction! link.medium.com/SVR5k7B95pb

Studying for the exam can be interesting or boring depending on how we look at it! #machine_learning link.medium.com/fPlgJXD47pb

Data preprocessing is fun! 😀 link.medium.com/oqf435Wzbqb

Some of #machine_learning essentials! #vision #MachineLearning #convolution link.medium.com/P6tS2H0Anqb

Multi-Process Service is gathered all at one place! link.medium.com/lk3wZnOo0rb

"What do you mean it's back to work tomorrow" #AcademicsWithCats

In this video, Associate Professor at ITUkbh Pınar Tözün (@[email protected]) talks about computer and hardware sustainability and how to reduce energy waste in computing. Video: video.itu.dk/v.ihtml/player…

All major neural networks, in one chart: bit.ly/2HB7tl9 v/The Asimov Institute

An IBM slide from 1979.

First talk of our webinar series: 🗣️ Characteristics of skin lesions datasets 🗓️ Date: 27th Feb 2023 🕓 4pm CET 💻 Where: Online - Zoom shorturl.at/coS12 #MakingMetaDataCount with [email protected] 🔗 purrlab.github.io/webinar/

On Monday, February 13, we are having a RAD-day, one-day hybrid workshop on Resource-Aware Data Science, collocated with the midway exams of my PhD students Ehsan Yousefzadeh-Asl and Ties Robroek. See more info (including the Zoom link) at itu-dasyalab.github.io/RAD/radday/ind… dasyaITU ITUkbh

More info on RAD-day (Feb 13, 11am-3pm CET) talks is now available at itu-dasyalab.github.io/RAD/radday/ind…. Thanks Rob van der Goot Rob van der Goot, Zoi Kaoudi, Matthias Boehm Matthias Boehm, Florina Ciorba @cflorina, Luca Maria Aiello Luca Maria Aiello (lajello.bsky.social), Oana Balmau Oana Balmau for being part of this.

I wrote about the awful earthquake that impacted Turkey and Syria distortedpollyanna.blogspot.com/2023/02/earthq… At the beginning of the post, you can find info about the organizations to donate to if you wish to help, which is the only important part of this post.

Slides from RAD-day are now at itu-dasyalab.github.io/RAD/radday/ind…. Many thanks once again to Rob van der Goot, Zoi Kaoudi, Matthias Boehm, @cflorina, Luca Maria Aiello (lajello.bsky.social), Oana Balmau for the great talks (pictures attached). Also, Ehsan Yousefzadeh-Asl and Ties got lots of constructive feedback for their PhD. ;)

Our workshop MLArchSys, co-located with ISCA'23 is now accepting papers now! Find more details: sites.google.com/view/mlarchsys… Do submit your work by April 21st!

After a lot of delays, today we saw the successful launch of the SpaceX's Transporter-7 mission and the subsequent separation of the Vigoride-6 carrying our DISCO1 satellite! shorturl.at/fP013 In two weeks, the DISCO1 will deploy and the LEOP begins!

Observing the interaction of deep learning with modern hardware is crucial to prevent hardware underutilization. Ehsan Yousefzadeh-Asl will be presenting our work on pros/cons of profiling & monitoring tools on NVIDIA GPUs to aid such observations at EuroMLSys on Monday. dasyaITU

Ehsan Yousefzadeh-Asl EuroMLSys dasyaITU Ehsan Yousefzadeh-Asl has a double feature that day. He will also give a talk at the doctoral workshop of EuroSys 2023.