IBM Highlights PowerAI, OpenPower System Scalability

The golden grail of deep learning has two handles. On the one hand, developing and scaling systems that can train ever-growing model sizes is one concern. And on the other side, cutting down inference latencies while preserving accuracy of trained models is another issue.

Being able to do both on the same system represents its own host of challenges, but for one group at IBM Research, focusing on the compute-intensive training element will have a performance and efficiency trickle-down effect that speed the entire deep learning workflow—from training to inference. This work, which is being led at the T.J. Watson …

IBM Highlights PowerAI, OpenPower System Scalability was written by Nicole Hemsoth at The Next Platform.

IDG Contributor Network: Driving operational excellence with your cloud vendors

Once, there was a pin factory. It employed ten workers – each of whom performed a different task. This organizational structure allowed them to generate 48,000 pins every day. If the people working at the plant were working independently, the output of each would have been limited to 20 pins at most – totaling 200 pins. This story describing division of labor was used in Adam Smith’s 1776 book The Wealth of Nations, as an example of operational excellence (OE).If your company is to survive in a competitive market, OE must be sought, explained Faisal Hoque in Fast Company. In other words, the enterprise must “identify, understand and create the capabilities, behaviors and focuses necessary for repeatable, continuous and measurable operational improvement,” said Hoque.To read this article in full or to leave a comment, please click here

On the ‘web: Hyperconvergence in the Network

First there is white box; the networking world is already moving in this direction. While network devices, such as firewalls, routers, and switches were once purchased in an “appliance” model, many parts of the networking world are quickly moving towards a disaggregated model, where the hardware and software are purchased as separate “things.” This enables the concept of white box—although the box might not actually be white. The terms “bright box” and “grey box” attempt to capture the reality that you might still buy boxes from brand named vendors, but rather than buying them for their software capabilities, you can now buy them for their hardware capabilities.

The post On the ‘web: Hyperconvergence in the Network appeared first on rule 11 reader.

Network slicing will play key role in 5G networks

Single wireless networks will be separated into many, layered virtual networks when 5G is launched, experts say. The technique, called network slicing, is of a similar concept to software-defined networking (SDN), found now in some fixed networking, where managers program network behavior.The way dynamic network slicing will work is that communications specific to a particular 5G application, such as those found in Internet of Things (IoT) sensors or video, will be layered over the top of a common infrastructure, then software will manage the different service types.To read this article in full or to leave a comment, please click here

Worth Reading: Speeding up doesn’t help

The evolution then began, first at 1.5x speed, and eventually working up to twice the speed. At first, it made me laugh. Those distinct voices I had grown so accustomed to had turned into high-speed ramblings. Listening to Ira Glass and Terry Gross at 2x speed is like expecting a massage at a spa and getting a defibrillator instead. But you get used to it, and plus: 50-minute podcasts were taking me 25 minutes to get through. Those that were an hour or longer were flying by. I was no longer just getting through my queue; I now had time to discover even more podcasts. —Paolo Uggetti @ The Ringer

The post Worth Reading: Speeding up doesn’t help appeared first on rule 11 reader.

Tomorrow is the big day!

How fast time flies! Tomorrow ( August 10) is my JNCIE-DC lab day.

I spent last couple of days repeating my notes and labbing small optional topics like CoPP, ZTP, etc; and also familiar ones like CoS and MPLS L3VPN.

Today is the rest day. Fly to Amsterdam, drink a couple of beers and go to bed. Fortunately I’ve been there before, so no worries about how to find Juniper office and be late for the exam.

Plan for tomorrow: go to the lab and get the job done.

Be a Budget Hero with Docker Enterprise Edition

We recently started a multi-part learning series for SysAdmins and IT professionals called IT Starts With Docker. We started with the basics, covering container technology and Docker solutions for the enterprise. Now, we shift to the important question: Is it worth your time and your company’s investment to further explore Docker Enterprise Edition (EE)?

The resounding answer to that question is YES. IT teams who have adopted Docker EE are finding it faster and easier to deploy and maintain their applications, plus drive better infrastructure utilization, all without touching the underlying code. Developer teams are realizing productivity gains of their own by being able to onboard new developers faster, shortening the cycles from development to production, and elimination of the burdensome “it worked on my machine” problems.

Docker EE

Try the simple ROI calculator for yourself. It takes just a couple of minutes and allows you to estimate your own savings with Docker EE and how you can become the budget hero of your department. Then, register for our live webinar on Tuesday, August 15th, The Business Value of Docker, where we will outline how organizations like your own are saving 50% on their total costs with Docker EE. Continue reading

Episode 9 – What Your Mamma Never Told You About OSPF

As a continuation of our deep dives into routing protocols, this episode of Network Collective takes a closer look at OSPF. What does graph theory, CAP theorem, and distributed databases have to do with routing? What exactly is that type 4 LSA for? What is OSPF really good for? These and other questions are discussed by our guests Russ White and Nick Russo.

Russ White
Guest
Nicholas Russo
Guest
Jordan Martin
Co-Host
Eyvonne Sharp
Co-Host

Outro Music:
Danger Storm Kevin MacLeod (incompetech.com)
Licensed under Creative Commons: By Attribution 3.0 License
http://creativecommons.org/licenses/by/3.0/

The post Episode 9 – What Your Mamma Never Told You About OSPF appeared first on Network Collective.

Episode 9 – What Your Mamma Never Told You About OSPF

As a continuation of our deep dives into routing protocols, this episode of Network Collective takes a closer look at OSPF. What does graph theory, CAP theorem, and distributed databases have to do with routing? What exactly is that type 4 LSA for? What is OSPF really good for? These and other questions are discussed by our guests Russ White and Nick Russo.

Russ White
Guest
Nicholas Russo
Guest
Jordan Martin
Co-Host
Eyvonne Sharp
Co-Host

Outro Music:
Danger Storm Kevin MacLeod (incompetech.com)
Licensed under Creative Commons: By Attribution 3.0 License
http://creativecommons.org/licenses/by/3.0/

The post Episode 9 – What Your Mamma Never Told You About OSPF appeared first on Network Collective.

IDG Contributor Network: How AI is transforming healthcare for the benefit of patients

The development of artificial intelligence has made staggering leaps forward in recent years, with products like Apple’s Siri and Amazon’s Alexa now dotting living rooms and businesses across the nation. While AI has wasted little time in shaking up the foundations of most established industries, the field of healthcare, in particular, stands to be fundamentally transformed by this burgeoning technology.So what exactly does the future of AI hold for the healthcare industry? How are doctors and industry insiders preparing themselves, and what might it mean for patients' futures?Harnessing the power of machines More and more prudent investors are realizing that emerging data analytics capabilities are only the start of a forthcoming revolution. As health records are increasingly digitized, doctors and nurses will find themselves capable of ordering AI programs to sift through huge swaths of data to find meaningful trends that lie below the surface. Machine learning and artificial intelligence are able to perfectly archive and retrieve even the most complex sets of data, often doing so with greater efficiency than humans.To read this article in full or to leave a comment, please click here

Check these 5 things when you add new technologies on your network

Networks can be really simple but we insist on making it complex !   If you are adding new technologies onto an existing network, these sorts of questions should be kept in mind:   1. What can be broken?   You need to make sure, when you add new protocols or technologies on to an […]

The post Check these 5 things when you add new technologies on your network appeared first on Cisco Network Design and Architecture | CCDE Bootcamp | orhanergun.net.

How Wi-Fi could get a boost from Li-Fi

Wi-Fi has had an enormous impact on mobile computing use, enabling employees to access corporate networks from anywhere and turning coffee shops into offices for independent workers. It also has its shortcomings, which is where a new standard, Li-Fi, could one day fill in the gaps, assuming it can make it to market.The trouble with Wi-Fi? It doesn’t travel far, especially through walls. It is notoriously insecure and easy to spoof by hackers. And even with the bandwidth increases over the years, an access point can be overwhelmed rather easily when too many people try to access it at the same time.+Related: Does MU-MIMO really expand Wi-Fi system capacity?+To read this article in full or to leave a comment, please click here

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