Tech Bytes: MidSouth Bank Invests In Network Performance, Visibility With Silver Peak SD-WAN (Sponsored)

On today's sponsored Tech Bytes episode we talk with MidSouth Bank CIO Daniel Hereford about how he's using SD-WAN from Silver Peak to support the bank's transformation to a hybrid cloud model, while also improving network visibility and performance for mission-critical applications.

The post Tech Bytes: MidSouth Bank Invests In Network Performance, Visibility With Silver Peak SD-WAN (Sponsored) appeared first on Packet Pushers.

Vodafone Embraces OpenRAN on Home Turf

Vodafone, an early proponent of the Telecom Infra Project’s OpenRAN initiative, says it started...

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Transform Your Career: Attend Open Source Summit + Embedded Linux Conference Europe

Register now for Attend Open Source Summit + Embedded Linux Conference Europe held October 28 - 30,...

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Verizon and NEC Infuse AI Into Deployed Fiber

The technology cocktail can support smart city initiatives without having to rip up streets to...

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Network Break 255: Adtran Gets Into SD-WAN; Google Preps Chrome To Block HTTP Mixed With HTTPS

Today's Network Break analyzes Adtran's entry into the SD-WAN market, a new IBN product from Lumina Networks, the latest software upgrade from NTOP, Google's timeline for blocking HTTP elements in HTTPS sessions in Chrome, plus a couple of detailed follow-ups, and a Tech Bytes show.

The post Network Break 255: Adtran Gets Into SD-WAN; Google Preps Chrome To Block HTTP Mixed With HTTPS appeared first on Packet Pushers.

150 successful machine learning models: 6 lessons learned at Booking.com

150 successful machine learning models: 6 lessons learned at Booking.com Bernadi et al., KDD’19

Here’s a paper that will reward careful study for many organisations. We’ve previously looked at the deep penetration of machine learning models in the product stacks of leading companies, and also some of the pre-requisites for being successful with it. Today’s paper choice is a wonderful summary of lessons learned integrating around 150 successful customer facing applications of machine learning at Booking.com. Oddly enough given the paper title, the six lessons are never explicitly listed or enumerated in the body of the paper, but they can be inferred from the division into sections. My interpretation of them is as follows:

  1. Projects introducing machine learned models deliver strong business value
  2. Model performance is not the same as business performance
  3. Be clear about the problem you’re trying to solve
  4. Prediction serving latency matters
  5. Get early feedback on model quality
  6. Test the business impact of your models using randomised controlled trials (follows from #2)

There are way more than 6 good pieces of advice contained within the paper though!

We found that driving true business impact is amazingly hard, plus it is difficult to isolate Continue reading

Xilinx unveils open source FPGA platform

The Vitis unified software platform from FPGA vendor Xilinx is the result of five-year project to create software development tools using familiar languages like C++ and Python to develop a wide range of applications for its reprogrammable chip.The beauty of FPGAs (Field Programmable Gate Arrays) is their configurable, adaptable nature. That's also what makes programming them a king-sized challenge. They're difficult to work with for an unskilled programmer who is not well versed in hardware, and they often require esoteric languages.Vitis supports heterogeneous architectures including Xilinx’s Zynq SoCs, MPSoCs, and Versal ACAPs. Vitis is designed to enable highly optimized, domain-specific acceleration to a wide array of applications, from cloud deployments, to machine learning and AI, to IoT and desktop applications. Think of it as being for Xilinx what CUDA is to Nvidia.To read this article in full, please click here

Site-to-Site OpenVPN on VyOS

The tutorial discusses configuration of site-to-site VPN on VyOS using preshared-key. Static key configuration offers the simplest setup, and is ideal for point-to-point VPNs or proof-of-concept testing. The advantages of using static key are simple setup and no X509 PKI (Public Key Infrastructure) to maintain. The disadvantages are limited scalability - one client, one server setup and the lack of perfect forward secrecy - key compromise results in a total disclosure of previous sessions. Also, a secret key must exist in plain-text form on each VPN peer and it must be exchanged using a pre-existing secure channel.

Our lab consists of two remote sites (Picture 1). The router running network OS - VyOS is presented on each side, connecting computers PC and PC2 to to a particular LAN network. The both VyOS routers are configured forOpenVPN site-to-site mode and the routers also perform NAT (PAT) and firewall services.

Picture 1 - Network Topology

1. VyOS Site1 Configuration

1.1 Hostname, IP addresses, SSH

vyos@vyos:~$ configure
vyos@vyos# set system host-name Site1

yos@vyos# commit
vyos@vyos# save

vyos@Site1# set interfaces ethernet eth1 address 10.0.0.254/24
vyos@Site1# set interfaces ethernet eth0 address 11.0.2.1/24

vyos@Site1# set service ssh

vyos@Site1# commit
Continue reading

BlueShore Taps HPE Primera: ‘Way Easier, Way Less Waste’

Primera storage will help the financial firm to reduce its data center footprint and improve its...

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Worth Reading: Anycast DNS in Enterprise Networks

Anycast (advertising the same IP address from multiple servers/locations) has long been used to implement scale-out public DNS services (the whole root DNS system runs on massive anycast), but it’s not as common in enterprise networks.

The blog posts written by Tom Bowles should get you there. He started with the idea and described his implementation using Infoblox DNS.

Want to know even more? I covered numerous load balancing mechanisms including anycast in Data Centers Infrastructure for Networking Engineers webinar.

Contribute to the 2019 Network World State of the Network survey

Network World’s annual State of the Network study provides a comprehensive view of technology adoption trends among network IT.This definitive research focuses on technology implementation objectives and reveals how leading objectives change the way IT decision-makers do their jobs, as well as the way their organizations function.Survey results reveal trends about how network teams collaborate with other departments in the corporate structure, what factors derive technology investment, which way IT spending is moving and more.This year Network World is looking for IT pros’ experience with technologies including 5G, SD-WAN, Wi-Fi and Edge ComputingTo read this article in full, please click here

High performance computing: Do you need it?

In today's data-driven world, high performance computing (HPC) is emerging as the go-to platform for enterprises looking to gain deep insights into areas as diverse as genomics, computational chemistry, financial risk modeling and seismic imaging. Initially embraced by research scientists who needed to perform complex mathematical calculations, HPC is now gaining the attention of a wider number of enterprises spanning an array of fields."Environments that thrive on the collection, analysis and distribution of data – and depend on reliable systems to support streamlined workflow with immense computational power – need HPC," says Dale Brantly, director of systems engineering at Panasas, an HPC data-storage-systems provider.To read this article in full, please click here