I stumbled upon an article with an interesting title (and worth reading): To Make Self-Driving Cars Safe, We Also Need Better Roads and Infrastructure… and thought about the claims along the lines of “if they managed to solve the self-driving cars challenge, it’s realistic to expect self-driving networks” made in Self-Driving Networks podcast episode. Turns out the self-driving cars problem is far far away from being solved.
Read more ...The ninth edition of Africa Peering and Interconnection Forum (AfPIF) kicked off today, with more than 400 tech executive in attendance.
This year, the forum was organized and held jointly with iWeek- South Africa ISP Association’s premier tech event. The event is underway at the Cape Town International Convention Center.
This year’s event is dubbed AfPIF@iWeek has attracted tech executives, chief technology officers, peering coordinators and business development managers, Internet service providers and operators, telecommunications policymakers and regulators, content providers, Internet Exchange Point (IXP) operators, infrastructure providers, data center managers, National Research and Education Networks (NRENs), carriers, and transit providers.
The sessions started with an introduction by Nishal Goburdhan, a veteran of AfPIF, who traced the history of AfPIF, from its conception to the community event it is. The community took over the program three years ago, determining the speakers and the conference content.
How can you take advantage of AfPIF? Nishal suggested that the participants use peering personals sessions; this is like speed dating for networks – members give details of their AS numbers, where they peer, peering policy, contact information, and explain why other participants should peer with them. At the end of every session, participants get a Continue reading
Snorkel: rapid training data creation with weak supervision Ratner et al., VLDB’18
Earlier this week we looked at Sparser, which comes from the Stanford Dawn project, “a five-year research project to democratize AI by making it dramatically easier to build AI-powered applications.” Today’s paper choice, Snorkel, is from the same stable. It tackles one of central questions in supervised machine learning: how do you get a large enough set of training data to power modern deep models?
…deep learning has a major upfront cost: these methods need massive training sets of labeled examples to learn from – often tens of thousands to millions to reach peak predictive performance. Such training sets are enormously expensive to create…
Snorkel lets you throw everything you’ve got at the problem. Heuristics, external knowledge bases, crowd-sourced workers, you name it. These are known as weak supervision sources because they may be limited in accuracy and coverage. All of these get combined in a principled manner to produce a set of probability-weighted labels. The authors call this process ‘data programming’. The end model is then trained on the generated labels.
Snorkel is the first system to implement our recent work Continue reading
I recently needed to find a simple way of switching between Kubernetes contexts. I already use powerline-go (here’s the GitHub repo), which allows me to display the Kubernetes context in the prompt so I always know which context is the active (current) context. However, switching between contexts using kubectl config set-context <name> isn’t the easiest approach; not to mention it requires merging multiple config files into a single file (which is itself a bit of a task). So, I set out to create a simple Kubernetes context switcher—and here’s the initial results of my efforts.
Before I go any further, I’d like to stress 2 important points. First, I’m not a programmer, so keep that in mind. Second, this is a simple Kubernetes context switcher—it’s not meant to address any and every possible use case out there, nor do I claim any sort of sophistication in the code.
With those disclaimers out of the way, allow me to introduce kcs: the simple Kubernetes context switcher. kcs is built on the idea that it’s easiest to manage Kubernetes contexts in their own files, rather than trying to merge config files. So, it makes the assumption that you’ll store your Continue reading
You can now refresh 1.1.1.1’s DNS cache for domain names by using the purge cache tool. This is useful for domain owners who have updated their DNS records and want to make sure it is reflected for people who are using 1.1.1.1 as their public DNS resolver.
When a client queries for a domain against 1.1.1.1, the resolver returns the IP address from its cache. The cache TTL for a DNS entry is 3 hours. If the host specifies a cache TTL that is shorter than 3 hours, the resolver respects that. This means, when a domain owner changes the DNS host from one to another, in the worst case, she will have to wait for at least 3 hours before the old IP address expires from 1.1.1.1’s cache. With the help of the purge cache tool, a domain owner can now easily refresh 1.1.1.1’s DNS cache and will not have to wait for the cached entry to expire.
To purge a DNS record, you enter the name of your domain, pick the DNS record type and hit the ‘Purge Cache’ button.
You can Continue reading
There is a certain level of impatience in the IT industry to create truly composable infrastructure from disaggregated compute, storage, and networking. …
Dell Moves One Step Closer To Composable With PowerEdge MX was written by Timothy Prickett Morgan at .
The cloud service gives companies visibility and mobility across all of their secondary data and applications from a single dashboard. It also uses machine learning and analytics to power a bunch of new infrastructure management features.
I grew up with DOS and Windows 3.1. I remember applications being fast - instant feedback or close to it. Today, native applications like Outlook or Apple Mail still feel fast - click compose and the window is there instantly and it feels snappy. Internet applications do not.
My first Internet experience was paying $30 for a prepaid card with 10 hour access over a 14.4k modem. First, it was bulletin boards and later IRC and the WWW. From my small seaside town in Australia, the Internet was a window into the wider world, but it was slooooooow. In a way, it didn’t matter. The world of opportunities the Internet opened up, from information to music, to socializing and ecommerce, who cared if it was slow? The utility of the Internet and Internet applications meant I would use them regardless of the experience.
Performance improved from the 90s, but in 2008 when I switched from Outlook downloading my Yahoo! email over IMAP to Gmail in the browser, it wasn’t because it was faster - it wasn’t - it was because features like search, backed up mail, and unlimited storage were too good to resist. The cloud computing power Continue reading
AnsibleFest is fast approaching! We couldn’t be more excited to be holding our 13th AnsibleFest in Austin, TX. It must be true that everything is bigger in Texas, because this year's AnsibleFest is on track to be the biggest one ever. We have more sessions, more content, and more opportunities to learn from Ansible, from partners, and from each other. So much more in fact, we have made AnsibleFest a multi-day event for the first time ever.
This year, we have so much content that we’ve created six tracks. Plus, we have a new Getting Started Hub for those of you beginning on your automation journey with Ansible or Red Hat Ansible Tower. If you want to get a deeper dive, we will be offering onsite Ansible Automation and Ansible Network Automation Technical Workshops.
This year’s breakout sessions are split into six tracks of content:
To give you more insight into what to expect, we will be blogging about each track in the coming weeks. We will highlight some of the most exciting, interesting, and useful content for attendees (although, let’s be honest it’s Continue reading
There is much value in separating storage from compute, particular for cloud database deployments. …
Alibaba Rolls Own Distributed File System for Cloud Database Performance was written by Nicole Hemsoth at .
The firm sees constant and long-term updates as key to maintaining edge and IoT security.
The following is a guest post by Xavier Lacot, a developer at redirection.io and founder at JoliCode. He works primarily on Web and mobile projects as a consultant, trainer and technical expert.
Redirection.io is a Web traffic redirection manager. It provides a collection of tools for website administrators, SEO agencies, and developers, which help analyze HTTP errors, setup HTTP redirections, customize HTTP responses, and monitor the traffic efficiently.
The main part of a traditional redirection.io setup is the proxy, a software component which parses every request to check if a redirection or another response override is required. This "proxy" can be of several types - we provide libraries in several languages - but this setup can be simplified for Cloudflare clients by taking advantage of Cloudflare Workers.
Earlier this year, Cloudflare unveiled its Workers product, a smart way of running code on the edge of Cloudflare locations. This computing feature is particularly interesting, as it allows performing several traffic operations without requiring any change on your own platform, code, or infrastructure: just enable Workers, write some code, and let Cloudflare handle the magic ✨
In practical terms, Workers Continue reading
Keysight and NTT DoCoMo have been collaborating on 5G research since 2015 when the two companies worked on mmWave channel measurement.