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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

Internet 124
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5 key areas for tech leaders to watch in 2020

O'Reilly

Growth is still strong for such a large topic, but usage slowed in 2018 (+13%) and cooled significantly in 2019, growing by just 7%. But sustained interest in cloud migrations—usage was up almost 10% in 2019, on top of 30% in 2018—gets at another important emerging trend. ML + AI are up, but passions have cooled. Security is surging.

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USENIX LISA2021 Computing Performance: On the Horizon

Brendan Gregg

BBR: Congestion-Based Congestion Control,” [link] 2016 - [Gregg 16] Brendan Gregg, “Unikernel Profiling: Flame Graphs from dom0,” [link] Jan 2016 - [Gregg 16b] Brendan Gregg, “Linux 4.X

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

Brendan Gregg

Make sure your system can handle next-generation DRAM,” [link] Nov 2011 - [Hruska 12] Joel Hruska, “The future of CPU scaling: Exploring options on the cutting edge,” [link] Feb 2012 - [Gregg 13] Brendan Gregg, “Blazing Performance with Flame Graphs,” [link] 2013 - [Shimpi 13] Anand Lal Shimpi, “Seagate to Ship 5TB HDD in 2014 using Shingled Magnetic (..)

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A Brief Guide of xPU for AI Accelerators

ACM Sigarch

EPU: Emotion Processing Unit is designed by Emoshape , as the MCU microchip design to enable a true emotional response in AI, robots and consumer electronic devices as a result of a virtually unlimited cognitive process. More details can be found in their recent talk in Scaled Machine Learning in March 2018.

Hardware 100
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Cloud Adoption in 2020

O'Reilly

AWS is far and away the cloud leader, followed by Azure (at more than half of share) and Google Cloud. but the fact remains that a proportion of enterprises either outsource their email hosting to Google, Microsoft, and other providers or subscribe to cloud office productivity services that (in most cases) bundle email hosting, too.

Cloud 144
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Rising Tide Rents and Robber Baron Rents

O'Reilly

Why is it that Google, a company once known for its distinctive “Do no evil” guideline, is now facing the same charges of “surveillance capitalism” as Facebook, a company that never made such claims? That’s exactly what Google, Amazon, and Meta are doing today. They start to collect robber baron rents.