New Optimizations Improve Deep Learning Frameworks For CPUs

Today, most machine learning is done on processors. Some would say that acceleration of learning has to be done on GPUs, but for most users that is not good advice for several reasons. The biggest reason is now the Intel Xeon SP processor, formerly codenamed “Skylake.”

Up until recently, the software for machine learning has been often more optimized for GPUs than anything else. A series of efforts by Intel have changed that – and when coupled with Platinum version of the Intel Xeon SP family, the top performance gap is closer to 2X than it is to 100X. This …

New Optimizations Improve Deep Learning Frameworks For CPUs was written by Timothy Prickett Morgan at The Next Platform.

Rush Reflection

The post Rush Reflection appeared first on rule 11 reader.

Google Wants 5G Spectrum to be Shared

 “Our goal is abundant bandwidth for everyone.”

Stuff The Internet Says On Scalability For October 13th, 2017

Hey, it's HighScalability time: 

 

Tech is transforming how food is being grown. Lots of opportunity for local nerdy production. Greenhouses even look like dartacenters! (This Tiny Country Feeds the World)

• 320 trillion: ops/second in Nvidia driverless-car computer; .25%: Lambda invocations impacted by cold starts; $30,000: monthly take hijacking computers to mine cryptocurrency; 400 gbps: Ethernet standard to be ratified this year; 2.1 million: MySQL 8.0 query/second; 100,000: Kiva robots owned by Amazon; 50,000: greenhouses in Egypt's new farm city; 100 petabytes: new hard drives ordered by Backblaze; 20 million: max Bitcoin users per month; 662 million: unused vacation days in US; 92 billion: Pornhub views per year; 1,000: new Facebook hires to review ads; 12 milion: Tinder matches per day; $1 billion: Google training grants; 


• Quotable Quotes: 
  • @toddmotto: Space X sends a rocket up into space. Lands back on its feet back on earth 7minutes later. I can't even run an npm install in that time.
  • nappy-doo: Years ago, I started at Google, and was in Charlie's Continue reading

Microsoft, Cisco, HPE Top U.S. IoT Vendors, Analyst Report Says

Enterprises selected IoT vendors based on price, robustness of technology, and vendor knowledge.

Worth Reading: The Ascendancy of Ethernet Storage Fabrics

It is hard to remember that for decades, whether a system was large or small, its storage was intricately and inescapably linked to its compute. Network attached storage, as pioneered by NetApp, helped break those links between compute and storage in the enterprise at the file level. But it was the advent of storage area networks that allowed for storage to still be reasonably tightly coupled to servers and work at the lower block level, below file systems, while at the same time allowing that storage to scale independently from the number of disks you might jam into a single box. —Timothy Prickett Morgan @ The Next Platform

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A Celebration of Learning at Grace Hopper

Photo by Cloudflare Staff

Over the course of my career, I’ve been to many conferences, interacted with thousands of candidates, and attended countless keynotes, roundtables, and sessions. I can say without a doubt, that the Grace Hopper Celebration, stood out from the rest. And I think my team would agree.

During the three day event, we screened more than 50 candidates, conducted 24 onsite interviews, and had more than 600 people visit our booth. Not bad for a booth near the back competing with an AirBnB booth that had a literal house on top of it.

Before the conference, we were expecting about 200 visitors to our booth, so the turnout clearly exceeded our expectations. More importantly, we couldn’t have predicted the breadth of talent we would interact with at the conference. That’s not to say that I was surprised; Grace Hopper attracts women from all over the world, including students, seasoned professionals, hackers, engineers, and business leaders. This year was the biggest yet, with more than 12,000 attendees from across all tech sectors, backgrounds, and interests. So I certainly wasn’t surprised to meet all of these women, but I was definitely inspired.

Photo by Cloudflare Staff

My team Continue reading

Pre-Provisioning Your FEXen For Fun and Profit

In this post, I’ll discuss how to protect your income by using the FEX pre-provisioning capability of NXOS. I discovered the hard way that not pre-provisioning your FEX can have catastrophic side effects. What better story to post on Friday the 13th?

FEXy Time

Attaching a FEX to a Nexus switch is relatively simple; a few commands on each of the two switches the FEX connects to and it’s up and running. It’s also possible to pre-provision the FEX modules in the configuration. The documentation doesn’t make it entirely clear why this would be desirable, beyond the rather cryptic:

In some Virtual Port Channel (vPC) topologies, pre-provisioning is required for the configuration synchronization feature. Pre-provisioning allows you to synchronize the configuration for an interface that is online with one peer but offline with another peer.

Got that? In other words, pre-provisioning makes it possible to configure a FEX module that isn’t there yet, or that is powered down, or is only connected to one side of a VPC pair for some inexplicable reason. Maybe I’ve ordered some
(plural of FEX) and want to configure the ports ahead of time? Whatever the rationale for doing so, I’ve never previously needed pre-provisioning Continue reading

Strong Encryption Is Essential to Our Security, Not a Barrier

Encryption technologies help protect user data from theft and they help secure critical infrastructure and services that societies depend on. But, encryption is also available to criminals and terrorists. This puts law enforcement agencies in a difficult position. In effect, they are faced with the dilemma of how to gather evidence on criminals and other adversaries who may be using encryption, while at the same time, not putting the safety of law-abiding citizens at greater risk. While we at the Internet Society recognize the challenges facing law enforcement, we believe that strong encryption should be available to all Internet users as it is an important technical solution to protect their communications and data.

This dilemma was voiced by U.S. Deputy Attorney General Rod Rosenstein in a recent speech. He argued that “Encrypted communications that cannot be intercepted and locked devices that cannot be opened are law-free zones that permit criminals and terrorists to operate without detection by police and without accountability by judges and juries.”

This problem, claimed Rosenstein, can be solved with what he calls “responsible encryption.” To Rosenstein, “responsible encryption” could “involve effective, secure encryption that allows access only with judicial authorization.” Unfortunately, if Continue reading

Network Engineer Persona: Part Four

Part three introduced the first three key skills. This part presents the introduction to the last three core skills and a call to action.

Key Skill Four

I’m trying very hard to refrain from using the term DevOps, but the fundamentals of the DevOps movement are super important. The DevOps fundamental pillars are improving the flow of work, improving the quality using a feedback loop and sharing. A huge array of books have been created on the topic of DevOps in addition to blog posts and podcasts. If we view the persona of the Network Automation Engineer through the lens of the DevOps persona, the two are very similar. If we are to increase the flow of tasks and improve the quality of them using automation, then we need to be able to fix the issues close to the source of the problems and share knowledge. We do that with logging and an attitude change. Logging is critical for successful automation projects as well as attitude.

Knowing how to transmit logs, how to capture logs, how to sort through them and how to realize events from them is an entire skill. There are software stacks dedicated to this mission like Continue reading

Get 4 Philips Hue White A19 60W Dimmable LED Smart Bulbs for just $50 – Deal Alert

This is probably the cheapest price you're going to pay right now for these bulbs. At $49.97 for a 4-pack, you're paying $12.49 per bulb. A very solid discount over the typical list price. Automate your lighting experience with Philips Hue and control your lights from home or away. Create light schedules from the Philips Hue App and never come home to a dark house. Install the LED lights as you would install ordinary bulbs and pair them with the Hue Bridge, which allows you to control smart-bulb-equipped lamps and overhead lights via the Philips Hue App. The box includes four Philips Hue White A19 Energy Star Certified Standard light bulbs, a manual, and a two-year warranty. See this deal now on Amazon.To read this article in full or to leave a comment, please click here

IDG Contributor Network: Why smart consumers are key to IoT security

As the IoT reshaped how companies did their business and how consumers purchased their beloved products, it was simultaneously revolutionizing the field of information security. Many IoT observers contend that not enough has been done to keep it secure, however, and today’s experts are increasingly pointing out that one key facet of IoT security is often forgotten: smart consumers.So how exactly should smart consumers play a role in IoT security, and how can today’s top companies, governments, and IoT-advocates help educate consumers to make better decisions? A brief look at the crucial next step in securing the internet of things shows that creating a generation of smart consumers won’t be easy, but it will certainly be worth the investment.To read this article in full or to leave a comment, please click here

Cisco Stretches ACI Network Fabrics, Eases Management

For disaster recovery, political, and organizational reasons, enterprises like to have multiple datacenters, and now they are going hybrid with public cloud capacity adding in the mix. Having networks scattered across the globe brings operational challenges, from being able to easily migrate and manage workloads across the multiple sites and increased complexity around networks, security to adopting emerging datacenter technologies like containers.

As the world becomes more cloud-centric, organizations are looking for ways to gain greater visibility and scalability across their environments, automate as many processes as possible and manage all these sites as a single entity.

Cisco Systems …

Cisco Stretches ACI Network Fabrics, Eases Management was written by Jeffrey Burt at The Next Platform.

Videos series: Modernizing Java Apps for IT Pros

Today we start releasing a new video series in Docker’s Modernize Traditional Apps (MTA) program, aimed at IT Pros who manage, maintain and deploy Java apps. The video series shows you how to move a Java EE 7 application written to run on Wildfly 3, move it to a Windows Docker container and deploy it to a scalable, highly-available environment in the cloud – without any changes to the app.

These are the first 4 of a 5 part video series in Docker’s Modernize Traditional Apps (MTA) program, aimed at Java IT Pros. The video series shows you how to move a Java EE app on JBoss Wildfly to a Docker container and deploy it to a scalable, highly-available environment in the cloud – without any changes to the app.

Part 1 introduces the series, explaining what is meant by “traditional” apps and the problems they present. Traditional apps are built to run on a server, rather than on a modern application platform. They have common traits, like being complex to manage and difficult to deploy. A portfolio of traditional applications tends to under-utilize its infrastructure, and over-utilize the humans who manage it. Docker Enterprise Edition (EE) fixes that, giving Continue reading

Improving WiFi Connections in High-Density Environments

Improving WiFi Connections in High-Density Environments

[Video] Building a Pure Layer-3 Data Center with Cumulus Linux

One of the design scenarios we covered in Leaf-and-Spine Fabric Architectures webinar is a pure layer-3 data center, and in the “how do I do this” part of that section Dinesh Dutt talked about the details you need to know to get this idea implemented on Cumulus Linux.

We covered a half-dozen design scenarios in that webinar; for an even wider picture check out the new Designing and Building Data Center Fabrics online course.

Cisco Catalysts Supervisor Engines,Interfaces and Modules- Cisco 6500 and Cisco 6800

Today I will talk about the Line cards in the Chassis and explain you where to use which line card and how we design the network with the user count. People asked me so many questions on the line card part and they are always confuse about the use of the line cards in the chassis. The article is based on the Cisco devices where we are using the line cards to accommodate the users in the network at the access layer and to have the smooth traffic flow.

Below image shows the two different Chassis in VSS format where we connect the chassis back to back with the SUP engines. The SUP can be 2T or 6T depends upon the requirement and the design of the campus or enterprise network.

Fig 1.1- VSS using SUP Engines

Let's talk about one by one in details, First I will talk about the Supervisor Engines 6T and 2T. I will not talk about the previous SUP engines as they are going or they are already at the verge of end of sale/support.

SUPERVISOR ENGINES

C6800-SUP6T : This is a Supervisor Engine SUP6T with with 8 ports 10GbE, 2 ports 40GbE and Continue reading

Google and Friends Launch Grafeas, Kritis to Track, Secure Containers

Projects are the latest attempts by vendors to ease container management.

NetApp HCI Arrives Late to the Party, But Brings ‘Innovative Approach’ to Hybrid Cloud

SolidFire Element OS is an integral part of NetApp HCI.