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54:41
Architecture & Design Follow 2117 Followers

NDBench: Benchmarking Microservices at Scale

Posted by Vinay Chella  on  Jan 17, 2018 Posted by Vinay Chella Follow 0 Followers , Ioannis Papapanagiotou Follow 0 Followers  on  Jan 17, 2018

Vinay Chella and Ioannis Papapanagiotou discuss Netflix's Cloud benchmark system, how it was integrated with their release cycle, showcasing how multiple instances can be monitored from a single UI.

51:53
Development Follow 608 Followers

Go Programming Language

Posted by Dave Cheney  on  Jan 03, 2018 Posted by Dave Cheney Follow 6 Followers  on  Jan 03, 2018

Dave Cheney discusses the Go language: writing and interpreting benchmarks, using performance tools built into the Go runtime, GC and writing GC-friendly code.

34:13
AI, ML & Data Engineering Follow 870 Followers

MLeap: Release Spark ML Models

Posted by Hollin Wilkins  on  Dec 04, 2016 Posted by Hollin Wilkins Follow 0 Followers  on  Dec 04, 2016

Hollin Wilkins discusses the reasons behind MLeap, outes the programming time saved by using it, shows benchmarks of several online models, and provides a demo and examples of using it in practice.

01:08:04
Java Follow 939 Followers

Micro-Benchmarking in Java

Posted by Ben Evans  on  Nov 13, 2016 Posted by Ben Evans Follow 28 Followers , Jim Gough Follow 0 Followers  on  Nov 13, 2016

Ben Evans and Jim Gough introduce JMH, explaining how to use it and what is happening behind the scenes to make a benchmark as accurate as possible, and how to interpret the results.

54:41
Java Follow 939 Followers

HotSpot under the Hood

Posted by Alex Blewitt  on  Sep 17, 2016 Posted by Alex Blewitt Follow 4 Followers  on  Sep 17, 2016

Alex Blewitt presents how HotSpot represents Java objects in memory, how bytecode is compiled into native code to gain the fastest execution time, and how data structures have changed over time.

32:32
AI, ML & Data Engineering Follow 870 Followers

Detecting Anomalies in Streaming Data, Evaluating Algorithms for Real-World Use

Posted by Alexander Lavin  on  Jun 01, 2016 Posted by Alexander Lavin Follow 0 Followers  on  Jun 01, 2016

Alexander Lavin introduces the Numenta Anomaly Benchmark (NAB), a framework for evaluating anomaly detection algorithms on streaming data.

48:38
Development Follow 608 Followers

Java vs. C Performance

Posted by Cliff Click  on  Mar 27, 2016 3 Posted by Cliff Click Follow 1 Followers  on  Mar 27, 2016 3

Cliff Click takes a look at Java vs C performance. He discusses both languages' strong and weak points and the programming context surrounding language choices.

33:44
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Programming and Testing a Distributed Database

Posted by Reid Draper  on  Mar 20, 2015 Posted by Reid Draper Follow 0 Followers  on  Mar 20, 2015

Reid Draper shows how real world distributed database work, communicate and are tested, trading RPC for messaging, unit-tests for QuickCheck, and micro-benchmarks for multi-week stress tests.

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