|By Michael Sheehan||
|August 18, 2008 11:30 PM EDT||
There seems to be a lot of debate around different types of Computing Terms being used to describe server and hosting solutions. In fact, in the past, the blogosphere seemed to throw around terms like Grid, Cloud, Utility, Distributed and Cluster computing almost interchangeably. But, as of this revision, one term is rising to the top: Cloud Computing. (See recent trend analysis here.)
The definitions vary from source to source, author to author. While I cannot (and will not) attempt to articulate the end-all definition, I can write about how I view these terms and how they apply to the products that we offer, namely GoGrid. But before I dive into MY interpretation, providing what others view on these subjects may shed some light on our framework.
Terms as defined by Wikipedia
Many people view Wikipedia as an authoritative source of information but that is always subject to debate. Wikipedia defines some of these terms as follows (not the end-all definitions though) and I have taken some liberties of removing non-relevant information for argument’s sake:
- Grid Computing - http://en.wikipedia.org/wiki/Grid_computing
- Multiple independent computing clusters which act like a “grid” because they are composed of resource nodes not located within a single administrative domain. (formal)
- Offering online computation or storage as a metered commercial service, known as utility computing, computing on demand, or cloud computing.
- The creation of a “virtual supercomputer” by using spare computing resources within an organization.
- Cloud Computing - http://en.wikipedia.org/wiki/Cloud_computing
- Cloud computing is a computing paradigm shift where computing is moved away from personal computers or an individual application server to a “cloud” of computers. Users of the cloud only need to be concerned with the computing service being asked for, as the underlying details of how it is achieved are hidden. This method of distributed computing is done through pooling all computer resources together and being managed by software rather than a human.
- The services being requested of a cloud are not limited to using web applications, but can also be IT management tasks such as requesting of systems, a software stack or a specific web appliance.
- Utility Computing - http://en.wikipedia.org/wiki/Utility_computing :
- Conventional Internet hosting services have the capability to quickly arrange for the rental of individual servers, for example to provision a bank of web servers to accommodate a sudden surge in traffic to a web site.
- “Utility computing” usually envisions some form of virtualization so that the amount of storage or computing power available is considerably larger than that of a single time-sharing computer. Multiple servers are used on the “back end” to make this possible. These might be a dedicated computer cluster specifically built for the purpose of being rented out, or even an under-utilized supercomputer. The technique of running a single calculation on multiple computers is known as distributed computing.
- Distributed Computing - http://en.wikipedia.org/wiki/Distributed_computing
- A method of computer processing in which different parts of a program are run simultaneously on two or more computers that are communicating with each other over a network. Distributed computing is a type of segmented or parallel computing, but the latter term is most commonly used to refer to processing in which different parts of a program run simultaneously on two or more processors that are part of the same computer. While both types of processing require that a program be segmented—divided into sections that can run simultaneously, distributed computing also requires that the division of the program take into account the different environments on which the different sections of the program will be running. For example, two computers are likely to have different file systems and different hardware components.
Upon initial read, Wikipedia seems to be fairly close to my definitions but still not exact. Of note, “metered commercial service” rings true within both the Grid Computing and Cloud Computing definitions. However, it also seems to spill into the Utility Computing mantra. As a side note, our newest product, GoGrid, utilizes a metered service similar to how an energy company would charge you for electricity or gas, basing charges simply on what you use.
Traditional “Clouds” vs. Modern “Clouds”
Grid Computing seems to also have some origins in the idea of harnessing multiple computer resources to gain a more powerful source of shared power and computational resources. However, I would like to suggest that this definition is showing some age and, in my opinion, falls more under Distributed Computing. When I think about Distributed Computing, [email protected] or [email protected] come to mind, which is definitely very different from where things are moving now. So, let’s put Distributed Computing aside for this discussion.
Traditionally, the “cloud” was loosely defined as anything outside of a controlled network. When we, as Hosting Providers, discussed “the cloud” in the past with our customers, it was about the nebulous network that is known as the Internet. The cloud is loosely managed and traditionally unreliable. To that end, we do not refer to anything within our control or our networks as “the cloud” as it is too vague and un-manageable. It is outside of our Service Level Agreement and nothing that we can guarantee or deem reliable. However, once traffic enters our network, we manage it. That is where the modern interpretation of the “Cloud” comes into play. Products like Amazon’s EC2 and ServePath’s GoGrid have internalized Cloud Computing by building a reliable infrastructure around it. While the Internet remains as a Cloud of coupled servers and networks, GoGrid, for example, extends this by creating an infrastructure that offers “control in the cloud.”
Originally, I wrote that “Cloud Computing does not necessarily equate to reliable service.” This, obviously, is a contradiction in itself if you apply both the historic and modern definitions at the same time. If one views the Internet as “Cloud Computing,” there are obvious weaknesses within this vast network. With the Internet, you are at the whim of various service providers, Internet backbones and routers managing the traffic within the Cloud. But if one applies the more modern interpretations of this, Cloud Computing now offers robust infrastructure, features and services that were previously unavailable.
Tying the Grid to the Cloud
In order to provide “modern” Cloud Computing, a provider must have some sort of an organized and controlled network infrastructure and topology. What any particular service provider chooses is up to them. For GoGrid, we elected to build our Cloud offering on top of a Grid of servers as well as utilize a Utility-based billing model to only charge the end-user for what they use within our “Cloud.” The end-result is a tightly controlled Grid infrastructure that provides a Cloud Computing experience, more so than most if not all of the other hosting providers out there.
However, what is important here is looking at Cloud, Grid and/or Utility Computing from the perspective of a Hosting Provider. Definitely this is where things get contentious. As I mentioned before, GoGrid offers a traditional utility billing process where you simply pay for what you uses. This breaks from many “old school” hosting billing processes of paying up-front for server(s) and bandwidth, month or year-long contracts and then paying for overages. Does this mean that it is Utility Computing? Not really. One has to dig into this a bit more. GoGrid uses a network of similarly-configured servers bound together by management and administrative servers and virtualization tools to provide a very unique Cloud offering that is distinct from traditional hosting.
Dedicated, Managed and Cloud Servers offered by ServePath guarantee hardware resources like RAM and Load Balancing and full root and administrator access but these paths rapidly diverge at this point. Once one steps into the virtualization arena, or dare I say “the cloud,” new features are available including rapid deployments, cloning, snapshots, fault tolerance, and on-demand scalability.
ServePath chose Grid Computing to power GoGrid and provide the flexibility, scalability and robust infrastructure as the fundamental foundation of an award-winning Cloud Infrastructure product, GoGrid. The end results is a Cloud Hosting Provider offering that delivers better environmental properties, faster vertical and horizontal scalability and ultimately better fits for cost, performance and energy-concerned customers.
[This appeared originally here and is republished by kind permission of the author, who retains copyright.]
|maydbs 10/30/08 12:11:04 PM EDT|
even thought you wrote this a few months ago, i got to read it today and thought it was very current, if you notice how much resistance we've been having to Cloud Computing. I linked this post on the blog i'm working on to illustrate that maybe some people are just too afraid because they dont understand about it enough! let me know if it offends you in anyway and i'll remove it immediately. Tks!
|Snehal Antani 07/17/08 12:57:37 PM EDT|
So in response to a blog post that positions Grid and Cloud computing, I've expanded on my thoughts in this area. You can read the discussions at: http://www-128.ibm.com/developerworks/forums/thread.jspa?threadID=214794...
The post is as follows:
The "grid" should be transparent to the end user. Take [email protected] for example. The "User" is the researcher that will analyze the results of all of the computations. The [email protected] platform manages partitioning the data into discrete chunks, dispatching & monitoring the results across the collection of CPU's spread across the world, and aggregating the results to provide a single view to the "user".
Cloud Computing on the other hand provides the virtualized infrastructure upon which the Grid Endpoints will execute. So for example, the "cloud" would provide an "infinite" number of operating system images on which the [email protected] software would execute. The cloud shouldn't care about application-specific data, nor should it care about the business logic that is actually executing within a virtualized image. The cloud cares about allocating new images (synonymous to LPAR's) for applications to run, keeping track of how much physical resources (actual CPU cycles for example) the virtual images consumed, cleaning up the virtual images upon completion, and billing the client for the amount of resources consumed. So with these definitions, going back to my example of [email protected], I would argue that this software has both a grid computing component as well as a cloud computing component, where the # of registered computers is part of a pool of hardware resources that already have the [email protected] grid application containers installed and ready to go), but we should be sure to see 2 separate components and responsibilities: the decision to pick a physical machine to dispatch to, and the grid container that executes the scientific processing.
To summarize, grid applications and therefore the "Grid Computing" paradigm, which I consider an application architecture and containers for running the business logic, would execute on top of an "infrastructure cloud", which appears as an infinite # of LPAR's.
BTW, we've had the ability to run'private clouds' for 30-40 years - multi-tenancy via S/390 & MVS - and we do it all over the place today. The key difference is that today, w/ Amazon EC2 for example, we can dynamically create and then destroy complete 'LPARS' relatively cheaply; whereas in the mainframe and other big iron hardware, LPAR's tend to be statically defined. In both cases the hardware is virtualized under the covers, some sort of VM/hypervisor contains the operating system image, some type of application server or container executes the business logic, and some type of workload manager assures workload priorities and provides the chargeback.
I've alluded to some of this in my article on 'enterprise grid and batch computing': http://www-128.ibm.com/developerworks/websphere/techjournal/080 4_antani/0804_antani.html.
The Parallel Job Manager (described in that article) in WebSphere XD Compute Grid would essentially be the Grid Manager, whose job is to coordinate the execution of complex tasks across the cluster of resources (Grid Execution Environments). Today we don't discuss the ability to dynamically create new LPAR's (and therefore call ourselves a cloud computing infrastructure), but you can easily do this with a product like Tivoli Provisioning Manager. Basically, take the bottom image in my article: http://www-128.ibm.com/developerworks/websphere/techjourn al/0804_antani/0804_antani.html#xdegc and connect Tivoli Provisioning Manager to the On-Demand Router (part of WebSphere Virtual Enterprise).
|Snehal Antani 06/29/08 06:41:06 PM EDT|
Excellent article. This provides an excellent survey of the technologies and helps put each of them in perspective. I wrote an article that compliments this one; I discuss how various patterns from each of these domains can be brought together to provide a complete grid and batch solution: http://www.ibm.com/developerworks/websphere/techjournal/0804_antani/0804...
|Blue Grid 06/06/08 04:00:15 PM EDT|
IBM has devoted 200 researchers to its cloud computing project.
In his general session at 18th Cloud Expo, Lee Atchison, Principal Cloud Architect and Advocate at New Relic, discussed cloud as a ‘better data center’ and how it adds new capacity (faster) and improves application availability (redundancy). The cloud is a ‘Dynamic Tool for Dynamic Apps’ and resource allocation is an integral part of your application architecture, so use only the resources you need and allocate /de-allocate resources on the fly.
Sep. 30, 2016 12:45 AM EDT Reads: 2,965
Fifty billion connected devices and still no winning protocols standards. HTTP, WebSockets, MQTT, and CoAP seem to be leading in the IoT protocol race at the moment but many more protocols are getting introduced on a regular basis. Each protocol has its pros and cons depending on the nature of the communications. Does there really need to be only one protocol to rule them all? Of course not. In his session at @ThingsExpo, Chris Matthieu, co-founder and CTO of Octoblu, walk you through how Oct...
Sep. 30, 2016 12:00 AM EDT Reads: 2,370
IoT is fundamentally transforming the auto industry, turning the vehicle into a hub for connected services, including safety, infotainment and usage-based insurance. Auto manufacturers – and businesses across all verticals – have built an entire ecosystem around the Connected Car, creating new customer touch points and revenue streams. In his session at @ThingsExpo, Macario Namie, Head of IoT Strategy at Cisco Jasper, will share real-world examples of how IoT transforms the car from a static p...
Sep. 30, 2016 12:00 AM EDT Reads: 1,669
"My role is working with customers, helping them go through this digital transformation. I spend a lot of time talking to banks, big industries, manufacturers working through how they are integrating and transforming their IT platforms and moving them forward," explained William Morrish, General Manager Product Sales at Interoute, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
Sep. 29, 2016 10:30 PM EDT Reads: 4,042
More and more companies are looking to microservices as an architectural pattern for breaking apart applications into more manageable pieces so that agile teams can deliver new features quicker and more effectively. What this pattern has done more than anything to date is spark organizational transformations, setting the foundation for future application development. In practice, however, there are a number of considerations to make that go beyond simply “build, ship, and run,” which changes ho...
Sep. 29, 2016 10:15 PM EDT Reads: 2,791
The Internet of Things can drive efficiency for airlines and airports. In their session at @ThingsExpo, Shyam Varan Nath, Principal Architect with GE, and Sudip Majumder, senior director of development at Oracle, will discuss the technical details of the connected airline baggage and related social media solutions. These IoT applications will enhance travelers' journey experience and drive efficiency for the airlines and the airports. The session will include a working demo and a technical d...
Sep. 29, 2016 10:00 PM EDT Reads: 1,809
Developing software for the Internet of Things (IoT) comes with its own set of challenges. Security, privacy, and unified standards are a few key issues. In addition, each IoT product is comprised of (at least) three separate application components: the software embedded in the device, the back-end service, and the mobile application for the end user’s controls. Each component is developed by a different team, using different technologies and practices, and deployed to a different stack/target –...
Sep. 29, 2016 08:45 PM EDT Reads: 1,550
Why do your mobile transformations need to happen today? Mobile is the strategy that enterprise transformation centers on to drive customer engagement. In his general session at @ThingsExpo, Roger Woods, Director, Mobile Product & Strategy – Adobe Marketing Cloud, covered key IoT and mobile trends that are forcing mobile transformation, key components of a solid mobile strategy and explored how brands are effectively driving mobile change throughout the enterprise.
Sep. 29, 2016 08:45 PM EDT Reads: 2,219
Identity is in everything and customers are looking to their providers to ensure the security of their identities, transactions and data. With the increased reliance on cloud-based services, service providers must build security and trust into their offerings, adding value to customers and improving the user experience. Making identity, security and privacy easy for customers provides a unique advantage over the competition.
Sep. 29, 2016 06:15 PM EDT Reads: 3,700
All clouds are not equal. To succeed in a DevOps context, organizations should plan to develop/deploy apps across a choice of on-premise and public clouds simultaneously depending on the business needs. This is where the concept of the Lean Cloud comes in - resting on the idea that you often need to relocate your app modules over their life cycles for both innovation and operational efficiency in the cloud. In his session at @DevOpsSummit at19th Cloud Expo, Valentin (Val) Bercovici, CTO of So...
Sep. 29, 2016 06:00 PM EDT Reads: 1,543
SYS-CON Events announced today that Commvault, a global leader in enterprise data protection and information management, has been named “Bronze Sponsor” of SYS-CON's 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Commvault is a leading provider of data protection and information management solutions, helping companies worldwide activate their data to drive more value and business insight and to transform moder...
Sep. 29, 2016 05:15 PM EDT Reads: 2,859
SYS-CON Events announced today that eCube Systems, a leading provider of middleware modernization, integration, and management solutions, will exhibit at @DevOpsSummit at 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. eCube Systems offers a family of middleware evolution products and services that maximize return on technology investment by leveraging existing technical equity to meet evolving business needs. ...
Sep. 29, 2016 05:15 PM EDT Reads: 1,585
Personalization has long been the holy grail of marketing. Simply stated, communicate the most relevant offer to the right person and you will increase sales. To achieve this, you must understand the individual. Consequently, digital marketers developed many ways to gather and leverage customer information to deliver targeted experiences. In his session at @ThingsExpo, Lou Casal, Founder and Principal Consultant at Practicala, discussed how the Internet of Things (IoT) has accelerated our abil...
Sep. 29, 2016 04:45 PM EDT Reads: 2,803
SYS-CON Events has announced today that Roger Strukhoff has been named conference chair of Cloud Expo and @ThingsExpo 2016 Silicon Valley. The 19th Cloud Expo and 6th @ThingsExpo will take place on November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. "The Internet of Things brings trillions of dollars of opportunity to developers and enterprise IT, no matter how you measure it," stated Roger Strukhoff. "More importantly, it leverages the power of devices and the Interne...
Sep. 29, 2016 04:45 PM EDT Reads: 3,458
Digital innovation is the next big wave of business transformation based on digital technologies of which IoT and Big Data are key components, For example: Business boundary innovation is a challenge to excavate third-party business value using IoT and BigData, like Nest Business structure innovation may propose re-building business structure from scratch, as Uber does in the taxicab industry The social model innovation is also a big challenge to the new social architecture with the design fr...
Sep. 29, 2016 04:30 PM EDT Reads: 1,351
Whether they’re located in a public, private, or hybrid cloud environment, cloud technologies are constantly evolving. While the innovation is exciting, the end mission of delivering business value and rapidly producing incremental product features is paramount. In his session at @DevOpsSummit at 19th Cloud Expo, Kiran Chitturi, CTO Architect at Sungard AS, will discuss DevOps culture, its evolution of frameworks and technologies, and how it is achieving maturity. He will also cover various st...
Sep. 29, 2016 04:30 PM EDT Reads: 1,967
So, you bought into the current machine learning craze and went on to collect millions/billions of records from this promising new data source. Now, what do you do with them? Too often, the abundance of data quickly turns into an abundance of problems. How do you extract that "magic essence" from your data without falling into the common pitfalls? In her session at @ThingsExpo, Natalia Ponomareva, Software Engineer at Google, provided tips on how to be successful in large scale machine learning...
Sep. 29, 2016 04:00 PM EDT Reads: 2,413
[session] Understanding the Inscrutable Chinese Internet By @CDSGlobalCloud | @CloudExpo #API #Cloud
If you had a chance to enter on the ground level of the largest e-commerce market in the world – would you? China is the world’s most populated country with the second largest economy and the world’s fastest growing market. It is estimated that by 2018 the Chinese market will be reaching over $30 billion in gaming revenue alone. Admittedly for a foreign company, doing business in China can be challenging. Often changing laws, administrative regulations and the often inscrutable Chinese Interne...
Sep. 29, 2016 04:00 PM EDT Reads: 489
In his session at @ThingsExpo, Kausik Sridharabalan, founder and CTO of Pulzze Systems, Inc., will focus on key challenges in building an Internet of Things solution infrastructure. He will shed light on efficient ways of defining interactions within IoT solutions, leading to cost and time reduction. He will also introduce ways to handle data and how one can develop IoT solutions that are lean, flexible and configurable, thus making IoT infrastructure agile and scalable.
Sep. 29, 2016 03:30 PM EDT Reads: 1,631
Creating replica copies to tolerate a certain number of failures is easy, but very expensive at cloud-scale. Conventional RAID has lower overhead, but it is limited in the number of failures it can tolerate. And the management is like herding cats (overseeing capacity, rebuilds, migrations, and degraded performance). Download Slide Deck: ▸ Here In his general session at 18th Cloud Expo, Scott Cleland, Senior Director of Product Marketing for the HGST Cloud Infrastructure Business Unit, discusse...
Sep. 29, 2016 03:30 PM EDT Reads: 2,558