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24:41

Automatic Discovery of Service Metadata for Systems at Scale

Posted by Martina Iglesias Fernández  on  Feb 12, 2017 Posted by Martina Iglesias Fernández  on  Feb 12, 2017

Martina Iglesias Fernández discusses Spotify’s approach to documentation through automatic discovery of existing endpoints, service configuration, and deployment information at runtime.

44:06

Scaling the Data Infrastructure @Spotify

Posted by Mārtiņš Kalvāns  on  Jan 28, 2017 Posted by Mārtiņš Kalvāns Matti Pehrs  on  Jan 28, 2017

Mārtiņš Kalvāns and Matti Pehrs overview the Data Infrastructure at Spotify, diving into some of the data infrastructure components, such us Event Delivery, Datamon and Styx.

27:42

Spring Data Hazelcast: Fluently Accessing Distributed Repositories

Posted by Victor Gamov  on  Jan 26, 2017 Posted by Victor Gamov Neil Stevenson  on  Jan 26, 2017

Victor Gamov and Neil Stevenson present using Spring Data for a Hazelcast project, built on the KeyValue module and providing infrastructure components for creating repository abstractions.

01:04:45

How We Work Remotely at Particular Software

Posted by Donald Belcham  on  Jan 24, 2017 1 Posted by Donald Belcham  on  Jan 24, 2017 1

Don Belcham shares from his experience working for a company where everybody works remotely, what they do about meetings, how collaboration works, and how it compares with a regular company.

50:21

Scaling Counting Infrastructure @Quora

Posted by Chun-Ho Hung  on  Jan 22, 2017 Posted by Chun-Ho Hung Nikhil Garg  on  Jan 22, 2017

Chun-Ho Hung and Nikhil Garg discuss Quanta, Quora's counting system powering their high-volume near-real-time analytics, describing the architecture, design goals, constraints, and choices made.

44:50

Kanban Metrics in Practice

Posted by Mattia Battiston  on  Jan 17, 2017 Posted by Mattia Battiston  on  Jan 17, 2017

Mattia Battiston shares from his experience at Sky Network: what metrics they use, how they use them, what pitfalls they encountered and what little data they collect to get a whole lot of value.

50:13

Scaling Quality on Quora Using Machine Learning

Posted by Nikhil Garg  on  Jan 15, 2017 Posted by Nikhil Garg  on  Jan 15, 2017

Nikhil Garg talks about the various Machine Learning problems that are important for Quora to solve in order to keep the quality high at such a massive scale.

42:06

Iterative Design for Data Science Projects

Posted by Bo Peng  on  Jan 15, 2017 Posted by Bo Peng  on  Jan 15, 2017

Bo Peng goes over how Datascope iterated on the major pieces of the Expert Finder application project to produce actionable insights and recommendations on methodologies.

37:22

Instant and Personal: Searching Your Network at LinkedIn

Posted by Shakhina Pulatova  on  Dec 28, 2016 Posted by Shakhina Pulatova  on  Dec 28, 2016

Shakhina Pulatova overviews the Instant Search experience at LinkedIn and how they use Machine Learning to deliver personalized results as the query is typed.

41:02

Scaling Dropbox

Posted by Preslav Le  on  Dec 20, 2016 Posted by Preslav Le  on  Dec 20, 2016

Preslav Le talks about how Dropbox’s infrastructure evolved over the years, how it looks today, as well the challenges and lessons learned on the way.

52:53

Twitch Plays Pokémon: Twitch's Chat Architecture

Posted by John Rizzo  on  Dec 20, 2016 Posted by John Rizzo  on  Dec 20, 2016

John Rizzo introduces Twitch's chat's architecture, telling how their engineers investigated and worked through the issues in what turned out to be a make-or-break situation for the company.

40:36

Stranger Things: The Forces that Disrupt Netflix

Posted by Haley Tucker  on  Dec 15, 2016 Posted by Haley Tucker  on  Dec 15, 2016

Haley Tucker discusses how other systems may affect Netflix' services, strategies to protect their systems and make sure they won't fail even if things go wrong.

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