- Dynamo and BigTable — good preso overview of two approaches to solving availability and consistency in the event of server failure or network partition.
- Goals Gone Wild (PDF) — In this article, we argue that the beneficial effects of goal setting have been overstated and that systematic harm caused by goal setting has been largely ignored. We identify specific side effects associated with goal setting, including a narrow focus that neglects non-goal areas, a rise in unethical behavior, distorted risk preferences, corrosion of organizational culture, and reduced intrinsic motivation.
- Tech Isn’t All Brogrammers (Alexis Madrigal) — a reminder that there are real scientists and engineers in Silicon Valley working on problems considerably harder than selling ads and delivering pet food to one another. (via Brian Behlendorf)
- Numbers from 90+ Gamification Case Studies — cherry-picked anecdata for your business cases.
ENTRIES TAGGED "distributed"
Available Data, Goal Setting, Real Tech, and Gamification Numbers
How do we manage systems that are too large to understand, too complex to control, and that fail in unpredictable ways?
“What is surprising is not that there are so many accidents. It is that there are so few. The thing that amazes you is not that your system goes down sometimes, it’s that it is up at all.”—Richard Cook
In September 2007, Jean Bookout, 76, was driving her Toyota Camry down an unfamiliar road in Oklahoma, with her friend Barbara Schwarz seated next to her on the passenger side. Suddenly, the Camry began to accelerate on its own. Bookout tried hitting the brakes, applying the emergency brake, but the car continued to accelerate. The car eventually collided with an embankment, injuring Bookout and killing Schwarz. In a subsequent legal case, lawyers for Toyota pointed to the most common of culprits in these types of accidents: human error. “Sometimes people make mistakes while driving their cars,” one of the lawyers claimed. Bookout was older, the road was unfamiliar, these tragic things happen. Read more…
Fault-Tolerant Resilient Yadda Yadda, Tour Tips, Punch Cards, and Public Credit
- Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing (PDF) — Berkeley research paper behind Apache Spark. (via Nelson Minar)
- Angular Tour — trivially add tour tips (“This is the widget basket, drag and drop for widget goodness!” type of thing) to your Angular app.
- Punchcard — generate Github-style punch card charts “with ease”.
- Where Credit Belongs for Hack (Bryan O’Sullivan) — public credit for individual contributors in a piece of corporate open source is a sign of confidence in your team, that building their public reputation isn’t going to result in them leaving for one of the many job offers they’ll receive. And, of course, of caring for your individual contributors. Kudos Facebook.
- Where Do All The Women Go? — Inclusion of at least one woman among the conveners increased the proportion of female speakers by 72% compared with those convened by men alone.
- The Ultimate Electronics Hobbyists Guide to Shenzhen — by OSCON legend and Kiwi Foo alum, Jon Oxer.
- Bitcoin’s Uncomfortable Similarity to Some Shady Episodes in Financial History (Casey Research) — Bitcoin itself need serious work if it is to find a place in that movement long term. It lacks community governance, certification, accountability, regulatory tension, and insurance—all of which are necessary for a currency to be successful in the long run. (via Jim Stogdill)
Repoveillance, Mobiveillance, Discovery and Orchestration, and Video Analysis
- Repo Surveillance Network — An automated reader attached to the spotter car takes a picture of every license plate it passes and sends it to a company in Texas that already has more than 1.8 billion plate scans from vehicles across the country.
- Mobile Companies Work Big Data — Meanwhile companies are taking different approaches to user consent. Orange collects data for its Flux Vision data product from French mobile users without offering a way for them to opt-out, as does Telefonica’s equivalent service. Verizon told customers in 2011 it could use their data and now includes 100 million retail mobile customers by default, though they can opt out online.
- Serfdom — a decentralised solution for service discovery and orchestration that is lightweight, highly available, and fault tolerant.
- Longomatch — a free video analysis software for sport analysts with unlimited possibilities: Record, Tag, Review, Draw, Edit Videos and much more! (via Mark Osborne)
Distributed Browser-Based Computation, Streaming Regex, Preventing SQL Injections, and SVM for Faster Deep Learning
- WeevilScout — browser app that turns your browser into a worker for distributed computation tasks. See the poster (PDF). (via Ben Lorica)
- sregex (Github) — A non-backtracking regex engine library for large data streams. See also slide notes from a YAPC::NA talk. (via Ivan Ristic)
- Bobby Tables — a guide to preventing SQL injections. (via Andy Lester)
- Deep Learning Using Support Vector Machines (Arxiv) — we are proposing to train all layers of the deep networks by backpropagating gradients through the top level SVM, learning features of all layers. Our experiments show that simply replacing softmax with linear SVMs gives significant gains on datasets MNIST, CIFAR-10, and the ICML 2013 Representation Learning Workshop’s face expression recognition challenge. (via Oliver Grisel)
- mari0 — not only a great demonstration of what’s possible in web games, but also a clever mashup of Mario and Portal.
- Lessons From BerkeleyDB — chapter on BerkeleyDB’s design, architecture, and development philosophy from Architecture of Open Source Applications. (via Pete Warden)
- An API Ontology — I currently see most real-world deployed APIs fit into a few different categories. All have their pros and cons, and it’s important to see how they relate to one other.