Juniper JET & Golang

Network programmability and network automation go hand-in-hand (pun intended) and I’ve been waiting for an opportunity to play with the Juniper IDL (.proto) files to build a JET (Juniper Extension Toolkit) application. Thanks to Marcel Wiget’s efforts, the opening I’ve been waiting for came along!

So what is JET?

JET is a couple of things:

  • Ability to run Python, C and C++ applications onboard both veriexec and non-veriexec enabled Junos
  • Ability to create an off-box application using GRPC and MQTT

JET allows you to program Junos out of the normal NETCONF, CLI, SNMP and ephemeral DB methods that we’re all fairly used to. The other thing is, it’s quick. Like really quick. With GRPC and MQTT, we can program a network element using mechanisms the software world is used to. I’ve been saying for a long time our data is no longer our own and JET allows us to bridge organisational worlds in multiple ways. Pretty cool.

So what did you do?

Not having a huge amount of time for this, I opted for off-box and took Marcel’s code as the base for how to use the APIs exposed via GRPC.

The application uses the “bgp_route_service” JET API Continue reading

On the ‘net: Openness and Composable Systems

Openness, it seems, is “in the air.” While the Liqid folks were over at OCP, I was over at the Open Networking Summit (ONS), where I (primarily) attended the Linux Foundation (Networking), or LF(N), board meeting. What was interesting at this year’s summit is just how little the focus of open network is on bare metal routers and switches, and how much of the focus is on server-based and overlay networking. @GestaltIT

MapD Fires Up GPU Cloud Service

In the long run, provided there are enough API pipes into the code, software as a service might be the most popular way to consume applications and systems software for all but the largest organizations that are running at such a scale that they can command almost as good prices for components as the public cloud intermediaries. The hassle of setting up and managing complex code is in a lot of cases larger than the volume pricing benefits of do it yourself. The difference can be a profit margin for both cloud builders and the software companies that peddle their …

MapD Fires Up GPU Cloud Service was written by Timothy Prickett Morgan at The Next Platform.

IDG Contributor Network: Bringing your Internet of Things infrastructure into the digital age

When Campofrio Food Group’s 17-year-old factory in Burgos, Spain, famously burned to the ground, the multinational meat processor turned tragedy into opportunity. With an eye on digital transformation, Campofrio rebuilt the facility as a connected factory, powered by the Internet of Things (IoT). This allowed the state-of-the-art, greenfield meat packing plant to automate processes and provide real-time data on materials, equipment and workers to uncover new business value.Such “blank canvas” opportunities to bring a factory into the digital age from the ground up don’t happen very often. Most IoT projects are implemented in existing, brownfield environments with traditional legacy systems, requiring an incremental approach. The goal of these gradual integrations has been to optimize or automate processes, gain some efficiencies, and move onto the next low-hanging fruit. But, this approach will not work if businesses want to capture IoT’s true transformational value: the creation of new business models, new revenue streams, new products and new markets.To read this article in full, please click here

Do you have too many microservices? – Five Design Attributes that can Help

This is a guest Post by Jake Lumetta, Founder and CEO, ButterCMS, an API-first CMS. For more content like this, follow @ButterCMS on Twitter and subscribe to our blog.

Are your microservices too small or too tightly coupled? Are you confident in your decision-making about service boundaries? In interviews with dozens of experienced CTOs, they offered design attributes that they consider when creating a set of microservices. This article distills that wisdom into five key principles to help you better design microservices.

The importance of microservice boundaries

The design attributes discussed below matter because reaping the benefits of microservices requires designing thoughtful microservice boundaries.

One of the major challenges when it comes to creating a new system with a microservice architecture. It came about when I mentioned that one of the core benefits of developing new systems with microservices is that the architecture allows developers to build and modify individual components independently — but problems can arise when it comes to minimizing the number of callbacks between each API. The solution according to McFadden, is to apply the appropriate service boundaries.

But in contrast to the sometimes difficult-to-grasp and abstract concept of domain driven design (DDD) —  a framework for Continue reading

ONOS measurement based control

ONOS traffic analytics describes how to run the ONOS SDN controller with a virtual network created using Mininet. The article also showed how to monitor network traffic using industry standard sFlow instrumentation available in Mininet and in physical switches.
This article uses the same ONOS / Mininet test bed to demonstrate how sFlow-RT real-time flow analytics can be used to push controls to the network through the ONOS REST API.  Leaf and spine traffic engineering using segment routing and SDN used real-time flow analytics to load balance an ONOS controlled physical network. In this example, we will use ONOS to filter DDoS attack traffic on a Mininet virtual network.

The following sFlow-RT script, ddos.js, detects DDoS attacks and programs ONOS filter rules to block the attacks:
var user = 'onos';
var password = 'rocks';
var onos = '192.168.123.1';
var controls = {};

setFlow('udp_reflection',
 {keys:'ipdestination,udpsourceport',value:'frames'});
setThreshold('udp_reflection_attack',
 {metric:'udp_reflection',value:100,byFlow:true,timeout:2});

setEventHandler(function(evt) {
 // don't consider inter-switch links
 var link = topologyInterfaceToLink(evt.agent,evt.dataSource);
 if(link) return;

 // get port information
 var port = topologyInterfaceToPort(evt.agent,evt.dataSource);
 if(!port) return;

 // need OpenFlow info to create ONOS filtering rule
 if(!port.dpid || !port.ofport) return;

 // we already have  Continue reading

Network-as-a-Service: A modern solution to today’s networking challenges

Traditional networking architectures over the past two decades or so prescribe that the hub of the network be build around a specific location, such as a data center or a company’s headquarters building. This location houses most of the equipment for compute, storage, communications, and security, and this is where enterprise applications are traditionally hosted. For people in branch and other remote locations, traffic is typically backhauled to this hub before going out to other locations, including to the cloud.Though that formula has been standard operating procedure for many years, it doesn’t fit the way of work for many enterprises today. For one thing, there has been a major migration to the cloud. Those enterprise applications that run the business are now hosted in cloud platforms such as Amazon Web Services or Microsoft Azure, either as private applications or as SaaS apps such as Office 365 and Salesforce. In fact, companies often use multiple cloud platforms these days.To read this article in full, please click here

Network-as-a-Service: A modern solution to today’s networking challenges

Traditional networking architectures over the past two decades or so prescribe that the hub of the network be build around a specific location, such as a data center or a company’s headquarters building. This location houses most of the equipment for compute, storage, communications, and security, and this is where enterprise applications are traditionally hosted. For people in branch and other remote locations, traffic is typically backhauled to this hub before going out to other locations, including to the cloud.Though that formula has been standard operating procedure for many years, it doesn’t fit the way of work for many enterprises today. For one thing, there has been a major migration to the cloud. Those enterprise applications that run the business are now hosted in cloud platforms such as Amazon Web Services or Microsoft Azure, either as private applications or as SaaS apps such as Office 365 and Salesforce. In fact, companies often use multiple cloud platforms these days.To read this article in full, please click here

Network-as-a-Service: A modern solution to today’s networking challenges

Traditional networking architectures over the past two decades or so prescribe that the hub of the network be build around a specific location, such as a data center or a company’s headquarters building. This location houses most of the equipment for compute, storage, communications, and security, and this is where enterprise applications are traditionally hosted. For people in branch and other remote locations, traffic is typically backhauled to this hub before going out to other locations, including to the cloud.Though that formula has been standard operating procedure for many years, it doesn’t fit the way of work for many enterprises today. For one thing, there has been a major migration to the cloud. Those enterprise applications that run the business are now hosted in cloud platforms such as Amazon Web Services or Microsoft Azure, either as private applications or as SaaS apps such as Office 365 and Salesforce. In fact, companies often use multiple cloud platforms these days.To read this article in full, please click here

ACE Submarine Cable Cut Impacts Ten Countries

The ACE (African Coast to Europe) submarine cable runs along the west coast of Africa between France and South Africa, connecting 22 countries. It extends over 17,000 km, and has a potential capacity of 5.12 Tbps. The cable system is managed by a consortium of 19 telecommunications operators & administrations, and the first phase entered service in December 2012. While it may not have been completely problem-free over the last 5+ years, online searches do not return any published reports of significant outages caused by damage to the cable.

However, on March 30, damage to the cable disrupted Internet connectivity to a number of connected countries, with reported problems posted to social media over the next several days. These posts indicated that the ACE submarine cable was cut near Noukachott, Mauritania, but did not provide any specific information about what severed the cable.

Of the 22 countries listed as having landing points for the ACE Submarine Cable, 10 had significant disruptions evident in Oracle’s Continue reading

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