|By Marten Terpstra||
|February 23, 2014 12:00 PM EST||
It is human nature to try and relate new information and new ways of doing things to something that we know, something we are familiar with. Often when we talk about the way we fit traffic onto a Plexxi mesh network, the reaction is “I know what you mean, you are doing traffic engineering like we (used to) do in MPLS”. The response to that is usually “kinda, but not really”.
In the most basic meaning, everything that has to do with the placement of traffic onto links, routing and forwarding choices being programmed, etc., would be part of Traffic Engineering. But like too many words and phrases in our networking dictionary, traffic engineering has taken on a very specific meaning, very much related to the way traffic is mapped onto MPLS and like networks. For us, its a bit different. We build ethernet and IP networks that use packet by packet forwarding rules and while individual flows may have a hop by hop crafted path through the network, a very large portion of traffic travels using regular L2 and L3 forwarding tables. We just construct those tables differently than the typical network. Dare I say we engineer the tables to ensure forwarding occurs the way we calculated it to go.
Mike Bushong yesterday talked about equal cost paths and shortest path algorithms. We have discussed our views several times in this and other forums, and it is because we have a fundamental believe that it can be done better. A Plexxi network consists of switches that are connected together using a variety of optical technologies with a mesh of 10GbE Ethernet connections. These point to point connections between switches for the basis of the L2 and L3 connectivity that exists, on top of which Plexxi Control Engineers the forwarding behavior of the fabric (skipping the part where Control can actually change those point to point connections for now).
So far this still smells like Traffic Engineering. I have a network, I have traffic I need to put on the network. The goal is simple, maximize the available network capacity. Use it as best as you can. All of it. While providing the best possible service for the providers and consumers of the traffic. But the way we do it is just a little different.
Our fabric is engineered based on a set of information sources. The most obvious of those sources is the actual network that is constructed. How our switches are connected together, and what initial L1/L2 topography (mesh of point to point networks) is created as part of our default connectivity. Our second source of information is the set of Affinities defined for the network. What application relationships are explicitly described, what is the requested network behavior for them and most importantly, where can I find these application components on the network. The latter is learned of course, not defined by the operator. The third component is actual traffic utilization on the fabric. What links are in use and how much of it.
These three inputs go into what we call the fitting engine. Heavy duty graph theory that we have blogged about before. The goal: resolve all Affinity constraints on top of the network infrastructure provided, and provide Non Equal Weighted Egress Based Multipath Trees for all non Affinitized traffic to ensure it gets the best service and spreads traffic as best as we can across all available paths between any two points in the fabric. That last one is a mouthful and not really what we call it, but at NFD7 yesterday I used it jokingly as the best descriptive term that articulates all it actually is. Last, a set of backup paths are calculated for link and switch failures. This can number 100s of paths easily. The results of these calculations are passed back to the switches in a multi phase commit fashion, ensuring that all switches will start using the same forwarding directions at the same time. Some of these are used in the switches as explicit flow like rules (similar to perhaps OpenFlow), others are used to populate forwarding tables when new MAC addresses are learned, or ARPs are resolved.
The result is a very carefully constructed description of connectivity from anywhere to anywhere on the fabric, satisfying the needs of Affinities, and balancing the remainder of the traffic across all available bandwidth. And once completed, the next set of traffic statistics that are entered into the overall traffic modeling will provide an even better tuned view of reality. When new Affinities are defined, you can run partial computations to just layer these new requirements on top of the previously calculated topologies.
Traffic Engineering has a very 90’s meaning attached to it. At least for me it does. Maybe this is Traffic Engineering 3.0 for the Datacenter and Data Center Interconnects (see last week’s blog post). Maybe the name does not matter. It’s a very mathematically engineered fabric. Mike said it well at NFD7: we are really a math company, masquerading as a software company, masquerading as a hardware company.
[Today's fun fact: Coconuts kill more people than sharks. Each year 150 people die from falling coconuts. Umbrellas make for safer shade than coconut trees.]
The post Fabric Engineering is more than Traffic Engineering appeared first on Plexxi.
Connected devices and the Internet of Things are getting significant momentum in 2014. In his session at Internet of @ThingsExpo, Jim Hunter, Chief Scientist & Technology Evangelist at Greenwave Systems, examined three key elements that together will drive mass adoption of the IoT before the end of 2015. The first element is the recent advent of robust open source protocols (like AllJoyn and WebRTC) that facilitate M2M communication. The second is broad availability of flexible, cost-effective storage designed to handle the massive surge in back-end data in a world where timely analytics is e...
Nov. 26, 2014 11:45 PM EST Reads: 1,019
How do APIs and IoT relate? The answer is not as simple as merely adding an API on top of a dumb device, but rather about understanding the architectural patterns for implementing an IoT fabric. There are typically two or three trends: Exposing the device to a management framework Exposing that management framework to a business centric logic Exposing that business layer and data to end users. This last trend is the IoT stack, which involves a new shift in the separation of what stuff happens, where data lives and where the interface lies. For instance, it's a mix of architectural styles ...
Nov. 26, 2014 11:30 PM EST Reads: 913
The Internet of Things will put IT to its ultimate test by creating infinite new opportunities to digitize products and services, generate and analyze new data to improve customer satisfaction, and discover new ways to gain a competitive advantage across nearly every industry. In order to help corporate business units to capitalize on the rapidly evolving IoT opportunities, IT must stand up to a new set of challenges. In his session at @ThingsExpo, Jeff Kaplan, Managing Director of THINKstrategies, will examine why IT must finally fulfill its role in support of its SBUs or face a new round of...
Nov. 26, 2014 09:00 PM EST Reads: 989
We are reaching the end of the beginning with WebRTC, and real systems using this technology have begun to appear. One challenge that faces every WebRTC deployment (in some form or another) is identity management. For example, if you have an existing service – possibly built on a variety of different PaaS/SaaS offerings – and you want to add real-time communications you are faced with a challenge relating to user management, authentication, authorization, and validation. Service providers will want to use their existing identities, but these will have credentials already that are (hopefully) i...
Nov. 26, 2014 07:00 PM EST Reads: 985
Cultural, regulatory, environmental, political and economic (CREPE) conditions over the past decade are creating cross-industry solution spaces that require processes and technologies from both the Internet of Things (IoT), and Data Management and Analytics (DMA). These solution spaces are evolving into Sensor Analytics Ecosystems (SAE) that represent significant new opportunities for organizations of all types. Public Utilities throughout the world, providing electricity, natural gas and water, are pursuing SmartGrid initiatives that represent one of the more mature examples of SAE. We have s...
Nov. 26, 2014 06:00 PM EST Reads: 989
"Matrix is an ambitious open standard and implementation that's set up to break down the fragmentation problems that exist in IP messaging and VoIP communication," explained John Woolf, Technical Evangelist at Matrix, in this SYS-CON.tv interview at @ThingsExpo, held Nov 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA.
Nov. 26, 2014 05:45 PM EST Reads: 934
The Internet of Things will greatly expand the opportunities for data collection and new business models driven off of that data. In her session at @ThingsExpo, Esmeralda Swartz, CMO of MetraTech, discussed how for this to be effective you not only need to have infrastructure and operational models capable of utilizing this new phenomenon, but increasingly service providers will need to convince a skeptical public to participate. Get ready to show them the money!
Nov. 26, 2014 04:00 PM EST Reads: 1,022
One of the biggest challenges when developing connected devices is identifying user value and delivering it through successful user experiences. In his session at Internet of @ThingsExpo, Mike Kuniavsky, Principal Scientist, Innovation Services at PARC, described an IoT-specific approach to user experience design that combines approaches from interaction design, industrial design and service design to create experiences that go beyond simple connected gadgets to create lasting, multi-device experiences grounded in people's real needs and desires.
Nov. 26, 2014 03:45 PM EST Reads: 989
P2P RTC will impact the landscape of communications, shifting from traditional telephony style communications models to OTT (Over-The-Top) cloud assisted & PaaS (Platform as a Service) communication services. The P2P shift will impact many areas of our lives, from mobile communication, human interactive web services, RTC and telephony infrastructure, user federation, security and privacy implications, business costs, and scalability. In his session at @ThingsExpo, Robin Raymond, Chief Architect at Hookflash, will walk through the shifting landscape of traditional telephone and voice services ...
Nov. 26, 2014 02:00 PM EST Reads: 1,473
Scott Jenson leads a project called The Physical Web within the Chrome team at Google. Project members are working to take the scalability and openness of the web and use it to talk to the exponentially exploding range of smart devices. Nearly every company today working on the IoT comes up with the same basic solution: use my server and you'll be fine. But if we really believe there will be trillions of these devices, that just can't scale. We need a system that is open a scalable and by using the URL as a basic building block, we open this up and get the same resilience that the web enjoys.
Nov. 25, 2014 09:30 PM EST Reads: 1,229
The Internet of Things is tied together with a thin strand that is known as time. Coincidentally, at the core of nearly all data analytics is a timestamp. When working with time series data there are a few core principles that everyone should consider, especially across datasets where time is the common boundary. In his session at Internet of @ThingsExpo, Jim Scott, Director of Enterprise Strategy & Architecture at MapR Technologies, discussed single-value, geo-spatial, and log time series data. By focusing on enterprise applications and the data center, he will use OpenTSDB as an example t...
Nov. 25, 2014 09:30 PM EST Reads: 1,281
The Domain Name Service (DNS) is one of the most important components in networking infrastructure, enabling users and services to access applications by translating URLs (names) into IP addresses (numbers). Because every icon and URL and all embedded content on a website requires a DNS lookup loading complex sites necessitates hundreds of DNS queries. In addition, as more internet-enabled ‘Things' get connected, people will rely on DNS to name and find their fridges, toasters and toilets. According to a recent IDG Research Services Survey this rate of traffic will only grow. What's driving t...
Nov. 25, 2014 07:00 PM EST Reads: 1,318
Enthusiasm for the Internet of Things has reached an all-time high. In 2013 alone, venture capitalists spent more than $1 billion dollars investing in the IoT space. With "smart" appliances and devices, IoT covers wearable smart devices, cloud services to hardware companies. Nest, a Google company, detects temperatures inside homes and automatically adjusts it by tracking its user's habit. These technologies are quickly developing and with it come challenges such as bridging infrastructure gaps, abiding by privacy concerns and making the concept a reality. These challenges can't be addressed w...
Nov. 25, 2014 04:30 PM EST Reads: 1,322
Explosive growth in connected devices. Enormous amounts of data for collection and analysis. Critical use of data for split-second decision making and actionable information. All three are factors in making the Internet of Things a reality. Yet, any one factor would have an IT organization pondering its infrastructure strategy. How should your organization enhance its IT framework to enable an Internet of Things implementation? In his session at Internet of @ThingsExpo, James Kirkland, Chief Architect for the Internet of Things and Intelligent Systems at Red Hat, described how to revolutioniz...
Nov. 24, 2014 07:00 PM EST Reads: 1,629
Bit6 today issued a challenge to the technology community implementing Web Real Time Communication (WebRTC). To leap beyond WebRTC’s significant limitations and fully leverage its underlying value to accelerate innovation, application developers need to consider the entire communications ecosystem.
Nov. 24, 2014 12:00 PM EST Reads: 1,515
The definition of IoT is not new, in fact it’s been around for over a decade. What has changed is the public's awareness that the technology we use on a daily basis has caught up on the vision of an always on, always connected world. If you look into the details of what comprises the IoT, you’ll see that it includes everything from cloud computing, Big Data analytics, “Things,” Web communication, applications, network, storage, etc. It is essentially including everything connected online from hardware to software, or as we like to say, it’s an Internet of many different things. The difference ...
Nov. 24, 2014 11:00 AM EST Reads: 1,655
Cloud Expo 2014 TV commercials will feature @ThingsExpo, which was launched in June, 2014 at New York City's Javits Center as the largest 'Internet of Things' event in the world.
Nov. 24, 2014 09:00 AM EST Reads: 1,669
SYS-CON Events announced today that Windstream, a leading provider of advanced network and cloud communications, has been named “Silver Sponsor” of SYS-CON's 16th International Cloud Expo®, which will take place on June 9–11, 2015, at the Javits Center in New York, NY. Windstream (Nasdaq: WIN), a FORTUNE 500 and S&P 500 company, is a leading provider of advanced network communications, including cloud computing and managed services, to businesses nationwide. The company also offers broadband, phone and digital TV services to consumers primarily in rural areas.
Nov. 23, 2014 07:30 PM EST Reads: 1,838
"There is a natural synchronization between the business models, the IoT is there to support ,” explained Brendan O'Brien, Co-founder and Chief Architect of Aria Systems, in this SYS-CON.tv interview at the 15th International Cloud Expo®, held Nov 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA.
Nov. 23, 2014 12:00 PM EST Reads: 1,790
The major cloud platforms defy a simple, side-by-side analysis. Each of the major IaaS public-cloud platforms offers their own unique strengths and functionality. Options for on-site private cloud are diverse as well, and must be designed and deployed while taking existing legacy architecture and infrastructure into account. Then the reality is that most enterprises are embarking on a hybrid cloud strategy and programs. In this Power Panel at 15th Cloud Expo (http://www.CloudComputingExpo.com), moderated by Ashar Baig, Research Director, Cloud, at Gigaom Research, Nate Gordon, Director of T...
Nov. 23, 2014 07:45 AM EST Reads: 1,818