The Week in Internet News: Better Broadband Boosts Employment

High-speed jobs: A new study suggests that better broadband service lowers unemployment rates, Vice.com reports. Researchers from the University of Tennessee at Chattanooga and Oklahoma State University tracked broadband availability and unemployment rates in Tennessee and found that counties with access to high-speed broadband had a slightly lower unemployment rate than those with slower service.

More moderation: YouTube plans to remove white supremacist, hate speech and hoax videos, the Washington Post reports. The new policy will go farther than YouTube’s former prohibition on videos that promote violence or hatred against people based on their age, religious beliefs, gender, religion, immigration status and sexual orientation.

Encryption fight: Yandex, a provider of Internet-related services in Russia and the former Soviet Union, has reached an agreement with the Russian FSB security service on handing over encryption keys, Reuters reports. Details of the agreement weren’t immediately available. Yandex had originally resisted the FSB’s demand for encryption keys, Reuters says.

Bigger than the weather: U.S. residents believe fake news is a bigger problem than climate change or racism, according to a new survey detailed at Business Insider. Half of those surveyed said made-up news is a major problem, while just 46 said the Continue reading

Repost: Automation Without Simplification

The No Scripting Required to Start Your Automation Journey blog post generated lively discussions (and a bit of trolling from the anonymous peanut gallery). One of the threads focused on “how does automation work in real life IT department where it might be challenging to simplify operations before automating them due to many exceptions, legacy support…

Here’s a great answer provided by another reader:

Read more ...

PyTorch-BigGraph: a large-scale graph embedding system

PyTorch-BigGraph: a large-scale graph embedding system Lerer et al., SysML’19

We looked at graph neural networks earlier this year, which operate directly over a graph structure. Via graph autoencoders or other means, another approach is to learn embeddings for the nodes in the graph, and then use these embeddings as inputs into a (regular) neural network:

Working with graph data directly is difficult, so a common technique is to use graph embedding methods to create vector representations for each node so that distances between these vectors predict the occurrence of edges in the graph.

When you’re Facebook, the challenge in learning embeddings is that the graph is big: over two billion user nodes, and over a trillion edges. Alibaba’s graph has more than one billion users and two billion items; Pinterest’s graph has more than 2 billion entities and over 17 billion edges. At this scale we have to find a way to divide-and-conquer. We’ll need to find some parallelism to embed graphs with trillions of edges in reasonable time, and a way of partitioning the problem so that we don’t need all of the embeddings in memory at each node (‘many standard methods exceed the memory Continue reading

BrandPost: Digital Transformation: IT Leaders Discuss SD-WAN’s Emerging Role

The digital economy is here, and the ability to innovatively meet ever evolving customer expectations has become the new reality.  For most organizations accomplishing this goal starts with digital transformation.In order to realize digital transformation benefits, companies need to move beyond a legacy network and invest in next generation components, according to participants in a recent IDG TechTalk Twitter chat.Unfortunately, past investments in legacy technology are still serving as a significant road block. A1) Issues such as technical debt, legacy security problems, poor/inconsistent Ops & maintenance, and a long list of infrastructure/bandwidth inadequacies can hold back #DigitalTransformation. #IdgTechTalkTo read this article in full, please click here

Automation Workflow Patterns

Workflows vary from seriously simple to notoriously complex and as humans, we might not even consciously observe the subtleties of what a workflow comprises of. Workflows are the source of control semantics and comprise of many elements, some obvious some not so. This post is a primer to help you think about the kind of workflows you encounter drawn from my experiences. This post offers a view with conviction backed by experience.

To set the tone, workflows have logical flow, temporal behaviour, consume and transmit data, for processing triggers, acting on decision points and returning states. Since the 1970s, I believe we haven’t actually come that far from a workflow orchestration standpoint. Atomic units of code exist that do one thing well, a real win for the 1970s and good automation systems understand how to instantiate, feed these atomic blobs of logic data and grab their exit state and content. On a *nix system, it’s possible to use bash to create a single chain of tasks using the | operator. One blob of logic effectively feeds it’s output to the next blob of logic. Who needs an orchestrator? It’s sensible to include detection logic within each blob of code to Continue reading

At A Glance: The Mid-Atlantic + Government Docker Summit

Last week, Docker hosted our 4th annual Mid-Atlantic and Government Docker Summit, a one-day technology conference held on Wednesday, May 29 near Washington, DC. Over 425 attendees in the public and private sector came together to share and learn about the trends driving change in IT from containers, cloud and DeVops. Specifically, the presenters shared content on topics including Docker Enterprise, our industry-leading container platform, Docker’s Kubernetes Service, Container Security and more.

Attendees were a mix of technology users and IT decision makers: everyone from developers, systems admins and architects to Sr. leaders and CTOs.

Summit Recap by the Numbers:
  • 428 Registrations
  • 16 sessions
  • 7 sponsors
  • 3 Tracks (Tech, Business and Workshops)
Keynotes

Highlights include a keynote by Docker’s EVP of Customer Success, Iain Gray, and a fireside chat by the former US CTO and Insight Ventures Partner, Nick Sinai, and current Federal US CIO, Suzette Kent.

The fireside highlighted top of mind issues for Kent and how that aligns with the White House IT Modernization Report; specifically modernization of current federal IT infrastructure and preparing and scaling the workforce. Kent mentioned, “The magic of IT modernization is marrying the technology with the people and the Continue reading

Heavy Networking 454: Analyzing Encrypted Traffic In The TLS 1.3 Era With ExtraHop (Sponsored)

Today's Heavy Networking examines packet analysis with sponsor ExtraHop. We drill into the company's marketing claims about deep analysis at line rate with Mike Ernst, VP of Sales Engineering. We also tackle how ExtraHop handles encrypted traffic, incuding TLS 1.3 and Perfect Forward Secrecy. Mike promises to keep his inner salesperson on mute for this conversation.

The post Heavy Networking 454: Analyzing Encrypted Traffic In The TLS 1.3 Era With ExtraHop (Sponsored) appeared first on Packet Pushers.

New switches, Wi-Fi gear to advance Arista’s campus architecture

Arista is rolling out more products and services in its continued assault on both the campus network and enterprise hybrid-cloud environments.In particular, the company is readying a new family of what it describes as its first purpose-built campus leaf switches as well as a Wi-Fi 6 (802.11ax) access point that fit into its overall grand plan called Cognitive Campus, with which the company says customers can more easily automate deployment, configuration, troubleshooting and deploying security. [ Read also: How to plan a software-defined data-center network ] Arista is also fashioning an alliance with Microsoft to better support enterprise use of hybrid cloud.To read this article in full, please click here

New switches, Wi-Fi gear to advance Arista’s campus architecture

Arista is rolling out more products and services in its continued assault on both the campus network and enterprise hybrid-cloud environments.In particular, the company is readying a new family of what it describes as its first purpose-built campus leaf switches as well as a Wi-Fi 6 (802.11ax) access point that fit into its overall grand plan called Cognitive Campus, with which the company says customers can more easily automate deployment, configuration, troubleshooting and deploying security. [ Read also: How to plan a software-defined data-center network ] Arista is also fashioning an alliance with Microsoft to better support enterprise use of hybrid cloud.To read this article in full, please click here

Home on the Palo Alto Networks Cyber Range

You’ve probably heard many horror stories by now about the crazy interviews that companies in Silicon Valley put you though. Sure, some of the questions are downright silly. How would I know how to weigh the moon? But the most insidious are the ones designed to look like skills tests. You may have to spend an hour optimizing a bubble sort or writing some crazy code that honestly won’t have much impact on the outcome of what you’ll be doing for the company.

Practical skills tests have always been the joy and the bane of people the world over. Many disciplines require you to have a practical examination before you can be certified. Doctors are one. The Cisco CCIE is probably the most well-known in IT. But what is the test really quizzing you on? Most people will admit that the CCIE is an imperfect representation of a network at best. It’s a test designed to get people to think about networks in different ways. But what about other disciplines? What about the ones where time is even more of the essence than it was in CCIE lab?

Red Team Go!

I was at Palo Alto Networks Ignite19 this past Continue reading

Hong Kong Chapter: Why Aren’t There More Women in Tech?

The tech industry in Hong Kong and across the world remains male dominated. Why aren’t there more women and what can be done to fix this?

To mark International Girls in ICT Day, which aims to encourage girls and young women to work in information and communications technology, the Internet Society Hong Kong Chapter organized an event to tackle these questions. Ladies X Tech X Gents: How Are the Three Compatible? brought together four successful developers to lead the dialogue:

  • Ivy Luk, Sales Engineer at Clare.AI (an Artificial Intelligence digital assistant solutions provider)
  • Emma Wong, Organiser of Google Developer Group and Women Techmakers Hong Kong
  • May Yeung, Director of Internet Society Hong Kong Chapter
  • Rick Mak, Co-Founder of Oursky (a web and mobile application development company)

Why are there so few women in the tech industry?

A common observation among the speakers was the high dropout rate of women developers in the tech industry – amid the already low women to men ratio. The speakers noted that it drops from roughly 3:7 at school to 1:10 at work.

One of the main reasons women leave the tech industry is the gender stereotype that it is a masculine profession. Continue reading