Welcome!

Machine Learning Authors: Carmen Gonzalez, Pat Romanski, Liz McMillan, Ed Featherston, Elizabeth White

Related Topics: @CloudExpo, Microservices Expo, Containers Expo Blog, Cloud Security, Government Cloud, SDN Journal

@CloudExpo: Blog Feed Post

Cloud Computing Service Models

A look at the three different service models for cloud computing as defined by NIST

In this post I will look at the three different service models for cloud computing as defined by NIST. More specifically I will look at the management and operations overhead for each one of the models and compare it to the traditional on-premise model.

Traditional Model

Let's look at how things have been done in the past. Traditionally enterprises have been responsible for managing their own IT infrastructure as well as the software stack that runs their applications. For small companies that meant hiring polyglot employees with wide range of skills varying from low level networking to high level application support. For larger ones, that can afford more staff, it meant creating specialized teams responsible for only networking infrastructure, or only storage or servers and virtualization. However for lot of those enterprises the core business has never been managing IT infrastructure - the only thing they are interested in is to manage their line-of-business (LOB) apps.

Cloud Service Models

Here are just some of the tasks IT teams enterprises have been required to do in the past:

  • Build racks with servers and wire them into the network
  • Build storage arrays and wire them into the network
  • Configure routers
  • Configure firewalls and DMZ zones
  • Install operating system software on the servers
  • Create virtual machines (if virtualization is utilized)
  • Install operating system software on the virtual machines
  • Install databases, set up replication and backups
  • Install middleware used for hosting the application code
  • Patch and update operating system software
  • Patch and update databases
  • Patch and update middleware
  • Patch and update runtime
  • Install application software
  • Patch and update application software

Although long this is by no mean the complete list of tasks that IT personnel has been responsible for. From the list above only the last two (install application software and update application software) have been essential to the core business of the enterprise. In addition to the IT operational costs (OpEx) enterprises also incurred significant capital expenditures (CapEx) used to procure the necessary hardware.

More than a decade ago hosting providers recognized the need to help businesses with those tasks and allowed them to outsource the build-up of infrastructure, and concentrate on just managing their applications. Although hosting providers helped enterprises with OpEx and CapEx they still lacked some of the essential cloud characteristics like on-demand self-service, rapid elasticity and measured service as outlined in Essential Cloud Computing Characteristics.

Infrastructure-as-a-Service (IaaS) Model
IaaS model was the first model that complies with NIST cloud computing characteristics. In essence it offers cloud computing environment consisting of virtual machines. It offers self-service portal where you can on-demand start a virtual machine with preferred operating system, it is broadly accessible, elastic (you can easily start identical virtual machine or shut down exiting one), it uses pool of virtual machines that are collocated on common hardware, and at the end it measures your usage of those virtual machines.

If you look at the picture above you will see that the IaaS model provides automation in the lower layers (up to the virtualization layer) of the application stack. What that means is that tasks like starting the virtual machine, adding it to the network, configuring the routing and the firewalls and attaching storage to it is automatically done by the automation software. The vendor that provides the service is also responsible for managing any hardware failures and service the underlying hardware.

As you have already noticed the IaaS model provides cloud services up to the virtualization layer of the application stack. However as a consumer of the IaaS service you are still responsible for managing the virtual machine. Hence you are still responsible for patching and updating the operating system on the VM, installing and maintaining any databases or middleware that your application uses in addition to maintaining your actual application.

IaaS is very similar to the traditional hosting model with the added benefits of self-service, elasticity and metering.

Platform-as-a-Service (PaaS) Model
With PaaS you have much less things to worry about. As you can see from the picture the whole stack needed for your application is managed by the vendor. Your only responsibilities are your application and the data your application uses. In addition to the tasks managed in IaaS case the vendor (or in the case of private PaaS the platform owner) is also responsible for patching and updating the operating system, installing and maintaining the middleware as well as the runtime your application uses.

One important thing that you need to be aware of when using PaaS is that the automatic updates the vendor does may sometimes have negative impact on your application. Why is that? Very often OS and middleware vendors do incompatible changes between versions of their software. If your application depends on any underlying OS and middleware functionality it may break between platform updates. And because you are not in control of those updates you may end up with your application being down.

The premise of PaaS though is not only to offer maintenance free application stack but also additional services that you can utilize in your application. Very often PaaS providers are exposing middleware and databases as services and abstract the connectivity to those through APIs in order to free up developers from the need to locate the actual systems. Additional services can be authentication and authorization, video encoding, location based services etc. Using the PaaS services will allow you to abstract your applications from the underlying stack and as long as the APIs are kept intact it will be protected from failures between platform updates.

Software-as-a-Service (SaaS) Model
SaaS is the model with the highest abstraction and offers the most maintenance free option. As a SaaS consumer you are just using the software offered by the vendor. As depicted on the picture the whole stack is maintained by the vendor. This includes also updates for the application as well as application data management. SaaS model is very similar to the off-the-shelf software model where you go and buy the CD, install the software and start using it.

Traditionally one of the hardest problems application developers had to deal with was the data migration between different versions. SaaS vendors are also responsible for migrating your data and keeping it consistent. Similar to the off-the-shelf software model you can rely that you can access and read your data once you upgrade to a new version.

The SaaS model is the most resource-efficient model because it utilizes application multi-tenancy. What this means is that the same application instance handles multiple user-organizations. This is good for both the vendor and the customer because better resource utilization brings the maintenance costs down and hence the price for the services down. On the other side though tenant data is comingled and there is the security risk of one tenant accidentally getting access to another tenant's data.

Although not exhaustive the cloud computing service models explanation above should be enough to kick-start your initial discussion about your cloud strategy.

Read the original blog entry...

More Stories By Toddy Mladenov

Toddy Mladenov has more than 15 years experience in software development and technology consulting at companies like Microsoft, SAP and 3Com. Currently he is a CTO of Agitare Technologies, Inc. - a boutique consulting company that specializes in Cloud Computing and Big Data Solutions. Before Agitare Tech Toddy spent few years with PaaS startup Apprenda and more than six years working on Microsft's cloud computing platform Windows Azure, Windows Client and MSN/Windows Live. During his career at Microsoft he managed different aspects of the software development process for Windows Azure and Windows Services. He also evangelized Microsoft cloud services among open source communities like PHP and Java. In the past he developed enterprise software for German's software giant SAP and several startups in Europe, and managed the technical sales for 3Com in the Balkan region.

With his broad industry experience, international background and end-user point of view Toddy has an unique approach towards technology. He believes that technology should be develop to improve people's lives and is eager to share his knowledge in topics like cloud computing, mobile and web development.

@CloudExpo Stories
@DevOpsSummit at Cloud taking place June 6-8, 2017, at Javits Center, New York City, is co-located with the 20th International Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The widespread success of cloud computing is driving the DevOps revolution in enterprise IT. Now as never before, development teams must communicate and collaborate in a dynamic, 24/7/365 environment. There is no time to wait for long developm...
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo 2016 in New York. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place June 6-8, 2017, at the Javits Center in New York City, New York, is co-located with 20th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry p...
SYS-CON Events announced today that Juniper Networks (NYSE: JNPR), an industry leader in automated, scalable and secure networks, will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Juniper Networks challenges the status quo with products, solutions and services that transform the economics of networking. The company co-innovates with customers and partners to deliver automated, scalable and secure network...
SYS-CON Events announced today that Progress, a global leader in application development, has been named “Bronze Sponsor” of SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Enterprises today are rapidly adopting the cloud, while continuing to retain business-critical/sensitive data inside the firewall. This is creating two separate data silos – one inside the firewall and the other outside the firewall. Cloud ISVs oft...
Five years ago development was seen as a dead-end career, now it’s anything but – with an explosion in mobile and IoT initiatives increasing the demand for skilled engineers. But apart from having a ready supply of great coders, what constitutes true ‘DevOps Royalty’? It’ll be the ability to craft resilient architectures, supportability, security everywhere across the software lifecycle. In his keynote at @DevOpsSummit at 20th Cloud Expo, Jeffrey Scheaffer, GM and SVP, Continuous Delivery Busine...
As pervasive as cloud technology is -- and as persuasive as the arguments are for using it -- the cloud has its limits. Some companies will always have security concerns about storing data in the cloud and certain high-transaction applications will always be better suited for on-premises storage. Those statements were among the bottom-line takeaways delivered at Cloud Expo this week, a three day, bi-annual event focused on cloud technologies, adoption and associated challenges.
Bert Loomis was a visionary. This general session will highlight how Bert Loomis and people like him inspire us to build great things with small inventions. In their general session at 19th Cloud Expo, Harold Hannon, Architect at IBM Bluemix, and Michael O'Neill, Strategic Business Development at Nvidia, discussed the accelerating pace of AI development and how IBM Cloud and NVIDIA are partnering to bring AI capabilities to "every day," on-demand. They also reviewed two "free infrastructure" pr...
SYS-CON Events announced today that T-Mobile will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. As America's Un-carrier, T-Mobile US, Inc., is redefining the way consumers and businesses buy wireless services through leading product and service innovation. The Company's advanced nationwide 4G LTE network delivers outstanding wireless experiences to 67.4 million customers who are unwilling to compromise on ...
SYS-CON Events announced today that Super Micro Computer, Inc., a global leader in compute, storage and networking technologies, will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Supermicro (NASDAQ: SMCI), the leading innovator in high-performance, high-efficiency server technology, is a premier provider of advanced server Building Block Solutions® for Data Center, Cloud Computing, Enterprise IT, Hadoop/...
NHK, Japan Broadcasting, will feature the upcoming @ThingsExpo Silicon Valley in a special 'Internet of Things' and smart technology documentary that will be filmed on the expo floor between November 3 to 5, 2015, in Santa Clara. NHK is the sole public TV network in Japan equivalent to the BBC in the UK and the largest in Asia with many award-winning science and technology programs. Japanese TV is producing a documentary about IoT and Smart technology and will be covering @ThingsExpo Silicon Val...
In his general session at 19th Cloud Expo, Manish Dixit, VP of Product and Engineering at Dice, discussed how Dice leverages data insights and tools to help both tech professionals and recruiters better understand how skills relate to each other and which skills are in high demand using interactive visualizations and salary indicator tools to maximize earning potential. Manish Dixit is VP of Product and Engineering at Dice. As the leader of the Product, Engineering and Data Sciences team at D...
The 20th International Cloud Expo has announced that its Call for Papers is open. Cloud Expo, to be held June 6-8, 2017, at the Javits Center in New York City, brings together Cloud Computing, Big Data, Internet of Things, DevOps, Containers, Microservices and WebRTC to one location. With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportunity. Submit your speaking proposal ...
Keeping pace with advancements in software delivery processes and tooling is taxing even for the most proficient organizations. Point tools, platforms, open source and the increasing adoption of private and public cloud services requires strong engineering rigor – all in the face of developer demands to use the tools of choice. As Agile has settled in as a mainstream practice, now DevOps has emerged as the next wave to improve software delivery speed and output. To make DevOps work, organization...
“DevOps is really about the business. The business is under pressure today, competitively in the marketplace to respond to the expectations of the customer. The business is driving IT and the problem is that IT isn't responding fast enough," explained Mark Levy, Senior Product Marketing Manager at Serena Software, in this SYS-CON.tv interview at DevOps Summit, held Nov 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA.
SYS-CON Events announced today that CollabNet, a global leader in enterprise software development, release automation and DevOps solutions, will be a Bronze Sponsor of SYS-CON's 20th International Cloud Expo®, taking place from June 6-8, 2017, at the Javits Center in New York City, NY. CollabNet offers a broad range of solutions with the mission of helping modern organizations deliver quality software at speed. The company’s latest innovation, the DevOps Lifecycle Manager (DLM), supports Value S...
With billions of sensors deployed worldwide, the amount of machine-generated data will soon exceed what our networks can handle. But consumers and businesses will expect seamless experiences and real-time responsiveness. What does this mean for IoT devices and the infrastructure that supports them? More of the data will need to be handled at - or closer to - the devices themselves.
Building a cross-cloud operational model can be a daunting task. Per-cloud silos are not the answer, but neither is a fully generic abstraction plane that strips out capabilities unique to a particular provider. In his session at 20th Cloud Expo, Chris Wolf, VP & Chief Technology Officer, Global Field & Industry at VMware, will discuss how successful organizations approach cloud operations and management, with insights into where operations should be centralized and when it’s best to decentraliz...
Multiple data types are pouring into IoT deployments. Data is coming in small packages as well as enormous files and data streams of many sizes. Widespread use of mobile devices adds to the total. In this power panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists will look at the tools and environments that are being put to use in IoT deployments, as well as the team skills a modern enterprise IT shop needs to keep things running, get a handle on all this data, and deli...
Grape Up is a software company, specialized in cloud native application development and professional services related to Cloud Foundry PaaS. With five expert teams that operate in various sectors of the market across the USA and Europe, we work with a variety of customers from emerging startups to Fortune 1000 companies.
Financial Technology has become a topic of intense interest throughout the cloud developer and enterprise IT communities. Accordingly, attendees at the upcoming 20th Cloud Expo at the Javits Center in New York, June 6-8, 2017, will find fresh new content in a new track called FinTech.