Perhaps, one of the most thrilling moments of any machine learning project for a data science team is learning that they get to deploy the model in a production environment. However, this can be a daunting task or a simplified one, if all the tools are readily available. Machine-learning (ML) models "require" deployment to a production environment to deliver optimal business value, and the reality is that most models never make it to production. more
A look into the past reveals that continuous developments in weaponry technology have been the reason for arms control conventions and bans. The banning of the crossbow by Pope Urban II in 1096, because it threatened to change warfare in favour of poorer peasants, the banning of poisoned bullets in 1675 by the Strasbourg Agreement, and the Geneva protocol banning the use of biological and chemical weapons in 1925 after world war 1, all prove that significant technological developments have caused the world to agree not to use certain weapons. more
In 2008, ICANN made it known to the community that it is finally ready to discuss Internationalized Domain Names regarding Top-Level Domains (TLDs) after several years of working groups, technical trials, studies and considerations. It was highly anticipated by the Chinese, Japanese and Korean (CJK) community. It was also with great disappointment when the New gTLD Application Guidebook, published on 24th Oct 2008, included the following paragraph... more
Starlink now has nearly 500,000 users and is available in 32 countries and nine languages. It is either available, wait-listed, or coming soon in every nation except Afghanistan, Belarus, Cuba, China, Iran, North Korea, Russia, Syria, and Venezuela. There are now 15,000 Starlink terminals in Ukraine with service throughout the nation through connections to ground stations in Poland, Lithuania, and Turkey and they have made a significant contribution in the war with Russia. more
A harmful, highly unilateral and capricious action. Tons of software out there depended on the ability to tell the difference between a domain name which exists and does not. They use that to give a meaningful, locally defined error to the user, or to identify if an E-mail address will work or not before sending the mail. Many used it as a way to tag spam (which came from domains that did not exist). It is the local software that best knows how to deal with the error. more
The Federal Communications Commission (FCC) in Washington has advanced its wireless health care agenda by adopting rules that will enable Medical Body Area Networks (MBANs), low-power wideband networks consisting of multiple body-worn sensors that transmit a variety of patient data to a control device. MBANs provide a cost effective way to monitor every patient in a healthcare institution, so clinicians can provide real-time and accurate data which allows them to intervene if necessary. more
It's safe to say that with just a week to go before ICANN intended to sign the first contract for a new gTLD, the last thing anyone wanted was a 12-page document from the world's governments with 16 new "safeguards", six of which it wants to see applied to every new extension. But what the industry shouldn't overlook, especially in the face of the expected critical responses this week and next, is that the Governmental Advisory Committee's (GAC's) formal advice from the ICANN Beijing meeting represents an opportunity for the domain name industry to lock-in self-regulation at a critical point in its evolution. more
If you work in computer security, your Twitter feed and/or Inbox has just exploded with stories about not just one but two new holes in cryptographic protcols. One affects WiFi; the other affects RSA key pair generation by certain chips. How serious are these? I'm not going to go through the technical details. For KRACK, Matthew Green did an excellent blog post; for the other, full details are not yet available. There are also good articles on each of them. What's more interesting are the implications. more
I got an e-mail from someone currently attending the Internet Governance Forum (IGF) meeting in Geneva. The e-mail ended up in my spam folder because the IP address used for the wireless LAN at the meeting is on a spambot/virusbot blacklist, namely cbl.abuseat.org. Apparently some guy there has his computer infected by a spambot or a virusbot... more
There were long faces all over the new gTLD ecosystem yesterday -- applicants, consultants and technical operators alike -- when ICANN took their Application System (TAS) offline and announced that it would not be brought back up for 5 days. As a result, the long-anticipated close of the first new gTLD application window was pushed back from April 12 to April 20, 23:59 UTC. You could almost hear the groans of dismay spreading over social cyberspace! more
While Occupy Wall Street and other groups representing the so-called 99% are getting most of the press, the 1% is raising its profile as well, at least when it comes to gTLDs. They are complaining that introducing global choice and competition to the Internet will cost them money. The chief of the Association of National Advertisers (ANA) now says that it has "spent the last few months" considering the new gTLD program, and has found it lacking. They want ICANN to shut the whole thing down. more
The United States government (USG) has provided its first official reaction to the October 2013 Montevideo Statement issued by organizations responsible for coordination of the Internet technical infrastructure, the upcoming April Internet governance conference in Sao Paulo, Brazil , as well as other matters related to Internet governance -- including the ITU Plenipotentiary meeting scheduled for October in Busan, South Korea. more
A recent paper called "Worm Propagation Strategies in an IPv6 Internet", written by Steven M. Bellovin, Angelos Keromytis, and Bill Cheswick, examines whether or not the deployment of IPv6 will in fact provide a substantial level of barrier against worms. Shared below are the introductory paragraphs from this paper. "In recent years, the internet has been plagued by a number of worms. One popular mechanism that worms use to detect vulnerable targets is random IP address-space probing..." more
Consumption of software as a service with a usage-based business model has gained incredible popularity in recent years. On the other hand, other cloud services such as infrastructure and platform as a service are just starting to pick up. While compute and storage are by the far the most commonly used cloud infrastructure services, few consider core network services such as IP Address Management (IPAM) as something that could be utilized over the cloud. more
The best engineers on the planet are coming to the same conclusion: a hybrid 4G/WiFi/landline network is the way to meet mobile demand. Folks like John Donovan of AT&T and Masayoshi Son of Softbank in Japan had this vision around 2007-2008. As the iPhone/iPad/Android made the coming demand clear, networks planners around the world evolved similar strategies. more
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