Large-scale Cluster Management at Google with Borg — Google’s Borg system is a cluster manager that runs hundreds of thousands of jobs, from many thousands of different applications, across a number of clusters, each with up to tens of thousands of machines. […] We present a summary of the Borg system architecture and features, important design decisions, a quantitative analysis of some of its policy decisions, and a qualitative examination of lessons learned from a decade of operational experience with it.
Georgia Sues Carl Malamud (TechDirt) — for copyright infringement… for publishing an official annotated copy of the state's laws. […] the state points directly to the annotated version as the official laws of the state.
An Interactive Machine Learning System for Recognizing Hand Gestures (Greg Borenstein) — a mixed-initiative interactive machine learning system for recognizing hand gestures. It attempts to give the user visibility into the classifier’s prediction confidence and control of the conditions under which the system actively requests labeled gestures when its predictions are uncertain. (an exercise for his MIT class)
First Drone Conference Takes Off (Makezine) — forgive them the puns, Lord, for they know not what they do … uble intendre. Write-up fascinating beyond the headline. Dr. Vijay Kumar of the University of Pennsylvania School of Engineering spoke about socially positive uses for aerial robotics, such as emergency first responders. Dr. Kumar’s work focuses on micro aerial vehicles. He explains that, “size does matter.” As robots get smaller, mass and inertial is reduced. If you halve the mass, the acceleration doubles and the angular acceleration quadruples. This makes for a robot that is fast and responsive, ideal for operating indoors or out, and perfect for search and rescue missions in collapsed buildings or around other hazards.
Standing Up to Mississippi (Carl Malamud) — yesterday we received a Certified Letter from the Attorney General’s Special Assistant Attorney General demanding that we remove these materials from the Internet and all other electronic or non-electronic media. There was no email address, so I proceeded to prepare a 67-page return reply with Exhibits A-L. I thought folks might be interested in the 7 steps of the production process. Give to his Kickstarter project, folks!
What American Startups Can Learn From the Cutthroat Chinese Software Industry — It follows that the idea of “viral” or “organic” growth doesn’t exist in China. “User acquisition is all about media buys. Platform-to-platform in China is war, and it is fought viciously and bitterly. If you have a Gmail account and send an email to, for example, NetEase163.com, which is the local web dominant player, it will most likely go to spam or junk folders regardless of your settings. Just to get an email to go through to your inbox, the company sending the email needs to have a special partnership.” This entire article is a horror show.
White House Hangout Maker Movement (Whitehouse) — During the Hangout, Tom Kalil will discuss the elements of an “all hands on deck” effort to promote Making, with participants including: Dale Dougherty, Founder and Publisher of MAKE; Tara Tiger Brown, Los Angeles Makerspace; Super Awesome Sylvia, Super Awesome Maker Show; Saul Griffith, Co-Founder, Otherlab; Venkatesh Prasad, Ford.
The Modern Malware Review (PDF) — 90% of fully undetected malware was delivered via web-browsing; It took antivirus vendors 4 times as long to detect malware from web-based applications as opposed to email (20 days for web, 5 days for email); FTP was observed to be exceptionally high-risk.
CA Assembly Bill No. 292 — This bill would provide that the full text of the California Code of Regulations shall bear an open access creative commons attribution license, allowing any individual, at no cost, to use, distribute, and create derivative works based on the material for either commercial or noncommercial purposes. (via BoingBoing)
The Inside Story of PACER (Ars Technica) — PACER has become a cash cow for the judicial branch, generating $100 million in profits the court has plowed into non-PACER IT projects. (via BoingBoing)
Manipulating Memory for Fun and Profit (PDF) — It is a common belief that RAM loses its content as soon as the power is down. This is wrong, RAM is not immediately erased. It may take up to several minutes in a standard environment, even if the RAM is removed from the computer. And it may last much longer if you cool the DRAM chips. With a simple dusty spraying at -50°C, your RAM data can survive more that 10 minutes. If you cool the chips at -196°C with liquid nitrogen, data are held for several hours without any power.
Aaron’s Army — powerful words from Carl Malamud. Aaron was part of an army of citizens that believes democracy only works when the citizenry are informed, when we know about our rights—and our obligations. An army that believes we must make justice and knowledge available to all—not just the well born or those that have grabbed the reigns of power—so that we may govern ourselves more wisely.
Vaurien the Chaos TCP Monkey — a project at Netflix to enhance the infrastructure tolerance. The Chaos Monkey will randomly shut down some servers or block some network connections, and the system is supposed to survive to these events. It’s a way to verify the high availability and tolerance of the system. (via Pete Warden)
All Trials Registered — Ben Goldacre steps up his campaign to ensure trial data is reported and used accurately. I’m astonished that there are people who would withhold data, obfuscate results, or opt out of the system entirely, let alone that those people would vigorously assert that they are, in fact, professional scientists.
Reports of Exempt Organizations (Public Resource) — This service provides bulk access to 6,461,326 filings of exempt organizations to the Internal Revenue Service. Each month, we process DVDs from the IRS for Private Foundations (Type PF), Exempt Organizations (Type EO), and filings by both of those kinds of organizations detailing unrelated business income (Type T). The IRS should be making this publicly available on the Internet, but instead it has fallen to Carl Malamud to make it happen. (via BoingBoing)