Ionel Gog

214 posts

Ionel Gog

Ionel Gog

@ICGog

Machine learning infrastructure @GoogleDeepMind. Previously Postdoc @ucberkeley and PhD @Cambridge_CL.

San Francisco, CA Katılım Ocak 2010
155 Takip Edilen366 Takipçiler
Ionel Gog retweetledi
Arthur Douillard
Arthur Douillard@Ar_Douillard·
I'm super excited to release DiPaCo, a new kind of mixture of experts, that can scale engineering-wise to data centers across the entire world! A few words about it in this thread 🧵
AK@_akhaliq

Google presents DiPaCo Distributed Path Composition Progress in machine learning (ML) has been fueled by scaling neural network models. This scaling has been enabled by ever more heroic feats of engineering, necessary for accommodating ML approaches that require high

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Ionel Gog retweetledi
Google AI
Google AI@GoogleAI·
Presenting Confident Adaptive Language Modeling (CALM), a novel method that allows language models to dynamically modify computational effort when generating text. Learn how CALM can accelerate text generation while preserving output quality → goo.gle/3HJKzbM
GIF
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Ionel Gog
Ionel Gog@ICGog·
Attend their talk to learn about how we validated our execution engine by building an open-source self-driving car stack, which we deployed both on simulated and real-world cars. Joint work with the above, @mejoeyg and Ion Stoica.
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Ionel Gog
Ionel Gog@ICGog·
Excited to announce that @sukritkalra and @pschafhalter will be presenting at @EuroSys_conf on Thursday our work on developing a new execution model (D3), and an execution engine (ERDOS) that enables autonomous vehicles to adapt and to avoid collisions.
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Ionel Gog
Ionel Gog@ICGog·
Our solution enables an application to pick the most appropriate fault-tolerance mechanism for each part of the application, and to combine the chosen fault-tolerance mechanisms such that the application recovers in a globally consistent state in the event of a failure.
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Ionel Gog
Ionel Gog@ICGog·
At SoCC today, I will be presenting our work (with @m_isard and Martin Abadi) on offering efficient fault-tolerance for complex dataflow applications that combine batch, stream, and iterative processing. #socc21 Paper: dl.acm.org/doi/abs/10.114…
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Ionel Gog
Ionel Gog@ICGog·
Today in the Unmanned Vehicle award session of #ICRA2021, @sukritkalra will present our work on Pylot, an adaptable platform for developing autonomous vehicles. Our platform provides plug and play modules to deploy AVs in simulation and real-world.
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Ionel Gog retweetledi
Jason Karns
Jason Karns@jasonkarns·
Bought a mechanical keyboard with more resistance so my code will be strongly typed.
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Ionel Gog
Ionel Gog@ICGog·
@frankmcsherry @N1R44 Unless you're Rust allergic, I would look into timely dataflow. Naiad hasn't received much care recently :).
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Ionel Gog
Ionel Gog@ICGog·
@siobhcroo I don't get it. Where's the challenge? Strawberry tart FTW.
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Natacha Crooks
Natacha Crooks@siobhcroo·
The return of the Great British Bake Off raises new interesting challenges: should I work on my camera ready paper? watch GBBO? make a strawberry tart? Will my shepherd accept a strawberry tart instead of a finished paper? #GBBO
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Ionel Gog
Ionel Gog@ICGog·
@JanaGiceva Yes! Maybe, let's try to organize something for next year :)
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Ionel Gog
Ionel Gog@ICGog·
Interested in AI and ML? Consider applying to the first Transylvanian Machine Learning Summer School, which has a great line-up of lecturers and instructions: tmlss.ro
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Ionel Gog
Ionel Gog@ICGog·
@frankmcsherry @dataArtisans @ApacheFlink I've tried to reproduce some of the experiments in the paper. After I configured Flink a bit I observed that Flink's recovery latency is roughly as high Drizzle's, and 10x smaller than the values in Figure 7.
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Ionel Gog
Ionel Gog@ICGog·
@frankmcsherry @mrry People are free to interpret the "L" however they wish, but they should not forget that Laptopman brings truth, justice, the scientific way!
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Ionel Gog
Ionel Gog@ICGog·
@frankmcsherry @mrry You could opt for the Laptopman hero attire. Look out in the data center, it's a cluster, it's a rack, no ...it's just a laptop :)
Ionel Gog tweet media
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Keşfet

@mejoeyg @sukritkalra @pschafhalter @EuroSys_conf @m_isard @frankmcsherry @N1R44 @jonhoo