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Stuff The Internet Says On Scalability For September 14th, 2018

High Scalability

72 : signals sensed from a distant galaxy using AI; 12M : reddit posts per month; 10 trillion : per day Google generated test inputs with 100s of servers for several months using OSS-Fuzz; 200% : growth in Cloud Native technologies used in production; $13 trillion : potential economic impact of AI by 2030; 1.8 They'll love you even more.

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Stuff The Internet Says On Scalability For July 27th, 2018

High Scalability

143 billion : daily words Google Translated; 73% : less face-to-face interaction in open offices; 10 billion : Uber trips; 131M : data breach by Exactis; $123 billion : Facebook value loss is 4 Twitters and 7 snapchats; $9.1B : spent on digital gaming across all platforms; 20-km : width of lake on mars; 1 billion : Google Drive users; $32.7

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USENIX LISA2021 Computing Performance: On the Horizon

Brendan Gregg

This was a chance to talk about other things I've been working on, such as the present and future of hardware performance. The video is on [youtube]: The slides are on [slideshare] or as a [PDF]: I work on many areas of performance, but recently I've had a lot of demand to talk about BPF.

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A Brief Guide of xPU for AI Accelerators

ACM Sigarch

HPU: Holographic Processing Unit (HPU) is the specific hardware of Microsoft’s Hololens. More details can be found in their recent talk in Scaled Machine Learning in March 2018. Image Processing Unit (IPU) is the Pixel Visual Core designed by Google and integrated in Google Pixel 2 released in 2017.

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Introducing SVT-AV1: a scalable open-source AV1 framework

The Netflix TechBlog

264/AVC, currently, the most ubiquitous video compression standard supported by modern devices, often in hardware. On the other hand, there are examples of video codecs developed by companies, such as Microsoft’s VC-1 and Google’s VPx codecs. In 2018, AOM has published a specification for the AV1 video codec.

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Where programming languages are headed in 2020

O'Reilly

” Willing also offered a shout-out to the CircuitPython and Mu projects, asking, “Who doesn’t love hardware, blinking LEDs, sensors, and using Mu, a user-friendly editor that is fantastic for adults and kids?” ” Java. It’s mostly good news on the Java front.

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USENIX SREcon APAC 2022: Computing Performance: What's on the Horizon

Brendan Gregg

Google and Amazon’s latest AI chips have arrived," [link] Oct 2022 - [Intel 22] Intel, "Intel® Developer Cloud," [link] accessed Dec 2022 I've taken care to cite the author names along with the talk titles and dates, including for Internet sources, instead of the common practice of just listing URLs.