"devops" entries

Four short links: 18 November 2014

Four short links: 18 November 2014

A Worm Mind Forever LEGO Voyaging, Automatic Caption Generator, ELK Stack, and Amazonian Deployment

  1. A Worm’s Mind in a Lego Body — the c. elegans worm’s 302 neurons has been sequenced, modelled in open source code, and now hooked up to a Lego robot. It is claimed that the robot behaved in ways that are similar to observed C. elegans. Stimulation of the nose stopped forward motion. Touching the anterior and posterior touch sensors made the robot move forward and back accordingly. Stimulating the food sensor made the robot move forward. There is video.
  2. Show and Tell: A Neural Image Caption Generator — Google Research paper on generating captions like “Two pizzas sitting on top of a stove top oven” from a photo. Wow.
  3. Big Data with the ELK Stack — ElasticSearch, logstash, and Kibana. Interesting and powerful combination of tools!
  4. Apollo: Amazon’s Deployment EngineApollo will stripe the rolling update to simultaneously deploy to an equivalent number of hosts in each location. This keeps the fleet balanced and maximizes redundancy in the case of any unexpected events. When the fleet scales up to handle higher load, Apollo automatically installs the latest version of the software on the newly added hosts. Lust.
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Four short links: 17 November 2014

Four short links: 17 November 2014

Tut Tut ISPs, Distributing Old Datastores, Secure Containers, and Design Workflow

  1. ISPs Remove Their Customers’ Email Encryption (EFF) — ISPs have apparently realised that man-in-the-middle is their business model.
  2. Dynomite (Netflix) — a sharding and replication layer. Dynomite can make existing non-distributed datastores, such as Redis or Memcached, into a fully distributed & multi-datacenter replicating datastore.
  3. After Dockersmaller, easier to manage, more secure containers via unikernels and immutable infrastructure.
  4. Pixelapse — something between Dropbox and Github for the design workflow and artifacts.
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Four short links: 14 November 2014

Four short links: 14 November 2014

Completing Maps, ChatOps, Career Design, and Data Privacy

  1. Missing Maps Fill In the Blanks (New Scientist) — OpenStreetMap project to crowdmap slums around the world.
  2. Chatops — devops deployment chatter with Hubot.
  3. Alternatives to Tech Career Ladders — Spotify trying to figure out how to keep engineers challenged as they become more senior.
  4. Mozilla’s Data Privacy Principles — well-articulated and useful: without pre-defined principles, it’s so easy to accidentally collect or poorly protect data.
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The infinite hows

An argument against the Five Whys and an alternative approach you can apply.

Before I begin this post, let me say that this is intended to be a critique of the Five Whys method, not a criticism of the people who are in favor of using it. This critique I present is hardly original; most of this post is inspired by Todd Conklin, Sidney Dekker, and Nancy Leveson.

The concept of post-hoc explanation (or “postmortems” as they’re commonly known) is, at this point, taken hold in the web engineering and operations domain. I’d love to think that the concepts that we’ve taken from the new view on “human error” are becoming more widely known and that people are looking to explore their own narratives through those lenses.

I think that this is good, because my intent has always been (might always be) to help translate concepts from one domain to another. In order to do this effectively, we need to know also what to discard (or at least inspect critically) from those other domains.

The Five Whys is such an approach that I think we should discard.

Read more…

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Four short links: 13 November 2014

Four short links: 13 November 2014

Material Design, GitHub Communication, Priority Queues, and DevOps Learnings

  1. Materialize — another web implementation of Material Design.
  2. Communicating at Github — interesting take on making visible and optimising for the conversations and decisions that form culture but are otherwise invisible.
  3. MultiQueues — an approach for parallel access to priority queues.
  4. Devops LearningsWe view DevOps as the missing components of agile – the enabler for getting it out of the door and closing the loop between software engineer and customer.
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Four short links: 6 November 2014

Four short links: 6 November 2014

Javascript Testing, Dark Data, Webapp Design, and Design Trumps Data

  1. Karma — kick-ass open source Javascript test environment.
  2. The Dark Market for Personal Data (NYTimes) — can buy lists of victims of sexual assault, of impulse buyers, of people with sexually transmitted disease, etc. The cost of a false-positive when those lists are used for marketing is less than the cost of false-positive when banks use the lists to decide whether you’re a credit risk. The lists fall between the cracks in privacy legislation; essentially, the compilation and use of lists of people are unregulated territory.
  3. 7 Principles of Rich Web Applications — “rich web applications” sounds like 2007 wants its ideas back, but the content is modern and useful. Predict behaviour for negative latency.
  4. Collaborative Filtering at LinkedIn (PDF) — This paper presents LinkedIn’s horizontal collaborative filtering infrastructure, known as browsemaps. Great lessons learned, including context and presentation of browsemaps or any recommendation is paramount for a truly relevant user experience. That is, design and presentation represents the largest ROI, with data engineering being a second, and algorithms last. (via Greg Linden)
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If it weren’t for the people…

A humanist approach to automation.

load_of_bricksEditor’s note: At some point, we’ve all read the accounts in newspapers or on blogs that “human error” was responsible for a Twitter outage, or worse, a horrible accident. Automation is often hailed as the heroic answer, poised to eliminate the specter of human error. This guest post from Steven Shorrock, who will be delivering a keynote speech at Velocity in Barcelona, exposes human error as dangerous shorthand. The more nuanced way through involves systems thinking, marrying the complex fabric of humans and the machines we work with every day.

In Kurt Vonnegut’s dystopian novel ‘Player Piano’, automation has replaced most human labour. Anything that can be automated, is automated. Ordinary people have been robbed of their work, and with it purpose, meaning and satisfaction, leaving the managers, scientists and engineers to run the show. Dr Paul Proteus is a top manager-engineer at the head of the Ilium Works. But Proteus, aware of the unfairness of the situation for the people on the other side of the river, becomes disillusioned with society and has a moral awakening. In the penultimate chapter, Paul and his best friend Finnerty, a brilliant young engineer turned rogue-rebel, reminisce sardonically: “If only it weren’t for the people, the goddamned people,” said Finnerty, “always getting tangled up in the machinery. If it weren’t for them, earth would be an engineer’s paradise.

Read more…

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Empathy is at the heart of every great product or service

You need to understand users to create engaging experiences that add value.

In his keynote from Velocity NY 2014, Tim O’Reilly speaks about the link between DevOps and user experience design — empathy is the common thread. Tim notes:

“[Jeff Sussna says in his blog post Empathy: The Essence of DevOps]: ‘It’s not about making developers and sysadmins report to the same VP. It’s not about automating all your configuration procedures. It’s not about tipping up a Jenkins server, or running your applications in the cloud, or releasing your code on GitHub. It’s not even about letting your developers deploy their code to a PaaS. The true essence of DevOps is empathy.’

“Understanding the other people that you work with and how you’re going to work together more effectively — that word ‘empathy’ struck me and it made me connect the world of DevOps with the world of user experience design.”

In the design community, empathy is at the heart of delivering excellent user experiences. Read more…

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Four short links: 28 October 2014

Four short links: 28 October 2014

Continuous Delivery, UX Resources, Large-Screen Cellphone Design, and Scalable Sockets

  1. Build Quality Inan e-book collection of Continuous Delivery and DevOps experience reports from the wild. Work in progress, and a collection of accumulated experience in the new software engineering practices can’t be a bad thing.
  2. UX Directory — collection of awesome UX resources.
  3. Designing for Large-Screen Cellphones (Luke Wroblewski) — 
In his analysis of 1,333 observations of smartphones in use, Steven Hoober found about 75% of people rely on their thumb and 49% rely on a one-handed grip to get things done on their phones. On large screens (over four inches) those kinds of behaviors can stretch people’s thumbs well past their comfort zone as they try to reach controls positioned at the top of their device. Design advice to create interactions that don’t strain tendons or gray matter.
  4. fastsocket (Github) — a highly scalable socket and its underlying networking implementation of Linux kernel. With the straight linear scalability, Fastsocket can provide extremely good performance in multicore machines.
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Four short links: 22 October 2014

Four short links: 22 October 2014

Docker Patterns, Better Research, Streaming Framework, and Data Science Textbook

  1. Eight Docker Development Patterns (Vidar Hokstad) — patterns for creating repeatable builds that result in as-static-as-possible server environments.
  2. How to Make More Published Research True (PLOSmedicine) — overview of efforts, and research on those efforts, to raise the proportion of published research which is true.
  3. Gearpump — Intel’s “actor-driven streaming framework”, initial benchmarks shows that we can process 2 million messages/second (100 bytes per message) with latency around 30ms on a cluster of 4 nodes.
  4. Foundations of Data Science (PDF) — These notes are a first draft of a book being written by Hopcroft and Kannan [of Microsoft Research] and in many places are incomplete. However, the notes are in good enough shape to prepare lectures for a modern theoretical course in computer science.
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