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45:20
AI, ML and Data Engineering Follow 642 Followers

Monitoring Modern Architectures with Data Science

Posted by Dave Casper  on  Dec 28, 2017 Posted by Dave Casper Follow 0 Followers  on  Dec 28, 2017

Dave Casper talks about how modern data science and algorithms are being applied to "fight machines with machines".

01:00:01
AI, ML and Data Engineering Follow 642 Followers

Handling Billions of Edges in a Graph Database

Posted by Michael Hackstein  on  Dec 21, 2017 Posted by Michael Hackstein Follow 1 Followers  on  Dec 21, 2017

Michael Hackstein discusses graph databases, the current scalability problems and their solutions.

50:05
Development Follow 463 Followers

Performance Mythbusting Panel

Posted by Monica Beckwith  on  Dec 19, 2017 1 Posted by Monica Beckwith Follow 467 Followers , Ben Watson Follow 0 Followers , Sergey Kuksenko Follow 2 Followers , Min Ni Follow 0 Followers , Vinay Chella Follow 0 Followers , Ioannis Papapanagiotou Follow 0 Followers  on  Dec 19, 2017 1

The panelists answer audience questions on real-world applied performance proofs across stacks including Java, .NET and Python.

49:04
Architecture & Design Follow 1635 Followers

Control Flow Integrity Using Hardware Counters

Posted by Jamie Butler  on  Dec 15, 2017 1 Posted by Jamie Butler Follow 0 Followers , Cody Pierce Follow 0 Followers  on  Dec 15, 2017 1

J. Butler and C. Pierce present a system for early detection and prevention of unknown exploits. Their system uses Performance Monitoring Unit hardware to enforce coarse-grained Control Flow Integrity

41:14
Culture & Methods Follow 485 Followers

Scale @Reddit Triple Team Size w/o Losing Control

Posted by Nick Caldwell  on  Dec 13, 2017 Posted by Nick Caldwell Follow 0 Followers  on  Dec 13, 2017

Nick Caldwell discusses his engineering team's approach to Agile development as they scaled from 40 to 120 engineers.

37:43
Architecture & Design Follow 1635 Followers

The Anatomy of a Distributed System

Posted by Tyler McMullen  on  Dec 12, 2017 Posted by Tyler McMullen Follow 1 Followers  on  Dec 12, 2017

Tyler McMullen talks through the components and design of a real system, built to perform very high volumes of health checks, done across a cluster of machines for reliability and scalability.

35:28
Culture & Methods Follow 485 Followers

Three Baseline Metrics

Posted by Mike Burns  on  Dec 01, 2017 1 Posted by Mike Burns Follow 0 Followers  on  Dec 01, 2017 1

Mike Burns outlines three metrics -cycle time, throughput, and work item size- a team can use to help improve team performance, and allow for the right decisions to be made at the right time.

00:01
Development Follow 463 Followers

Code Archaeology

Posted by David Mitchell  on  Nov 28, 2017 2 Posted by David Mitchell Follow 0 Followers  on  Nov 28, 2017 2

David Mitchell shows how to create visualizations out of code: building a map for a large, legacy code base, creating visuals without drawing, and explaining a roadmap to bring code under control.

56:41
Java Follow 717 Followers

Java at Speed: Getting the Most out of Modern Hardware

Posted by Gil Tene  on  Oct 23, 2017 3 Posted by Gil Tene Follow 7 Followers  on  Oct 23, 2017 3

Gil Tene discusses some of the optimizations and capabilities that the latest crop of JVMs are able to apply when running on the latest servers, and performance issues with financial applications.

47:39
Culture & Methods Follow 485 Followers

Better: Fearless Feedback for Software Teams

Posted by Erika Carlson  on  Oct 22, 2017 Posted by Erika Carlson Follow 0 Followers  on  Oct 22, 2017

Erika Carlson introduces effective feedback, with strategies for giving, receiving, and processing feedback, and the challenges and rewards of using feedback as a tool to improve team performance.

36:02
Development Follow 463 Followers

Wobserver: Easy to Integrate Monitoring and Debugging

Posted by Ian Luites  on  Oct 21, 2017 Posted by Ian Luites Follow 0 Followers  on  Oct 21, 2017

Ian Luites introduces wobserver, discussing the background of the project and showing how to mount it into a Phoenix application, hook it up to Prometheus, and deploy it behind a load balancer.

33:18
Development Follow 463 Followers

Refactoring Elixir - Lessons Learned from a Year on Exercism.Io

Posted by Devon Estes  on  Oct 08, 2017 Posted by Devon Estes Follow 0 Followers  on  Oct 08, 2017

Devon Estes discusses some common, but less than optimal, solutions to some of the problems on exercism.io followed by refactoring, showing the performance improvements and tradeoffs made.

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