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A Decade of Dynamo: Powering the next wave of high-performance, internet-scale applications

All Things Distributed

With these requirements in mind, and a willingness to question the status quo, a small group of distributed systems experts came together and designed a horizontally scalable distributed database that would scale out for both reads and writes to meet the long-term needs of our business. This was the genesis of the Amazon Dynamo database.

Internet 128
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Interpreting A/B test results: false negatives and power

The Netflix TechBlog

We then used simple thought exercises based on flipping coins to build intuition around false positives and related concepts such as statistical significance, p-values, and confidence intervals. In this post, we’ll do the same for false negatives and the related concept of statistical power.

Testing 202
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Interpreting A/B test results: false positives and statistical significance

The Netflix TechBlog

As another way to build intuition, consider the real reason that the internet and machine learning exist: to label if images show cats. Designing experiments so that the rate of false positives is minuscule necessarily increases the false negative rate, and vice versa. To build intuition, let’s run through a thought exercise.

Testing 226
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Trade-offs under pressure: heuristics and observations of teams resolving internet service outages (Part II)

The Morning Paper

Trade-offs under pressure: heuristics and observations of teams resolving internet service outages , Allspaw, Masters thesis, Lund University 2015. The process tracing exercise included: Examning IRC transcripts from multiple channels. This is part 2 of our look at Allspaw’s 2015 master thesis (here’s part 1 ).

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DevOps vs DevSecOps: 6 ways that integrating security boosts DevOps

Dynatrace

Applications are open to the internet and accessed by unknown entities, some of which may have malicious intent. Security is by design, not tacked on. The result is security by design. For DevOps, automation streamlines design, testing, and deployment processes and increases the speed of application development.

DevOps 153
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Google planning a new ‘Badge of Shame’ for slow websites

MachMetrics

The idea behind these UI decisions is that a badge would let a user know quickly if a site is loading slowly due to a problem on their end (network issue, internet is down, etc) or if the website is known to be built in a way that loads slowly. Most stemmed from Google exercising too much power with this move.

Google 86
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Working from home – tips and tricks for the testing community

Testsigma

From employees perspective, there are infrastructure issues that can impact the productivity for the day, they are: Unstable internet connection Video recording not working Screen sharing lags in voice and screen. The most common and annoying is internet connectivity issues. Take breaks and do exercise to keep the spirit high.

Testing 52