This document discusses setting up a private cloud and compares it to public cloud options. It defines cloud computing models including infrastructure as a service (IaaS), platform as a service (PaaS), and software as a service (SaaS). It then describes private, public, hybrid, and community cloud deployment models. The document focuses on setting up a private IaaS cloud using Ubuntu Enterprise Cloud (UEC) to provide infrastructure on an organization's own data centers. It notes the prerequisites for private cloud, and recommends also implementing a PaaS on top of the IaaS for a more complete platform to develop cloud native applications.
AWS or Azure or Google Cloud | Best Cloud Platform | Cloud Platform ComparisonMariya James
Which cloud platform is the best among AWS or Azure or Google Cloud. Read the complete detailed comparison in terms of services, accessibility, pricing, & more. Choose the best cloud platform for your business.
Private Cloud Architecture: Moving Wits beyond the cutting edge. This is a talk on our private cloud architecture that we are implementing at the University of the Witwatersrand, Johannesburg.
AWS or Azure or Google Cloud | Best Cloud Platform | Cloud Platform ComparisonMariya James
Which cloud platform is the best among AWS or Azure or Google Cloud. Read the complete detailed comparison in terms of services, accessibility, pricing, & more. Choose the best cloud platform for your business.
Private Cloud Architecture: Moving Wits beyond the cutting edge. This is a talk on our private cloud architecture that we are implementing at the University of the Witwatersrand, Johannesburg.
This was presented at 2009 Web World Conference.
The presentation analyzes some trends of cloud computing, and prospects the futures of cloud computing.
This presentation gives a detailed overview about Cloud Computing, its features and challenges faced by it in the market. It gives an insight into cloud security and privacy issues and its measures.
This presentation provides an overview of the NIST SP 500-299 NIST Cloud Computing Security Reference Architecture. It includes a brief description of the Cloud Computing Architecture, its services along with the required Risk Management activities.
Lecture #6 - ET-3010
Cloud Computing - Overview and Examples
Connected Services and Cloud Computing
School of Electrical Engineering and Informatics SEEI / STEI
Institut Teknologi Bandung ITB
Update April 2017
Presentation by John Mulhall of Maolte Technical Solutions Limited on Cloud Migrations for presentation to a meetup by Morgan McKinley Recruitment agency in their Dublin 4 offices on the 30th November 2022.
Setting up a private cloud for academic environment with OSS by Zoran Pantic ...José Ferreiro
Take a look of this interesting presentation performed by Zoran Pantic at the IT University of Copenhagen.
More information here: https://blog.itu.dk/MCLC-F2012/
https://blog.itu.dk/MCLC-F2012/lectures/ (lecture 7 of week 5)
Additional Links which Zoran briefly mentioned in the lecture:
http://ken.pepple.info/openstack/2011/04/22/openstack-nova-architecture/
http://ken.pepple.info/openstack/2012/02/21/revisit-openstack-architecture-diablo/
This was presented at 2009 Web World Conference.
The presentation analyzes some trends of cloud computing, and prospects the futures of cloud computing.
This presentation gives a detailed overview about Cloud Computing, its features and challenges faced by it in the market. It gives an insight into cloud security and privacy issues and its measures.
This presentation provides an overview of the NIST SP 500-299 NIST Cloud Computing Security Reference Architecture. It includes a brief description of the Cloud Computing Architecture, its services along with the required Risk Management activities.
Lecture #6 - ET-3010
Cloud Computing - Overview and Examples
Connected Services and Cloud Computing
School of Electrical Engineering and Informatics SEEI / STEI
Institut Teknologi Bandung ITB
Update April 2017
Presentation by John Mulhall of Maolte Technical Solutions Limited on Cloud Migrations for presentation to a meetup by Morgan McKinley Recruitment agency in their Dublin 4 offices on the 30th November 2022.
Setting up a private cloud for academic environment with OSS by Zoran Pantic ...José Ferreiro
Take a look of this interesting presentation performed by Zoran Pantic at the IT University of Copenhagen.
More information here: https://blog.itu.dk/MCLC-F2012/
https://blog.itu.dk/MCLC-F2012/lectures/ (lecture 7 of week 5)
Additional Links which Zoran briefly mentioned in the lecture:
http://ken.pepple.info/openstack/2011/04/22/openstack-nova-architecture/
http://ken.pepple.info/openstack/2012/02/21/revisit-openstack-architecture-diablo/
Making of a Successful Cloud Business:
Current Status & Future Requirements
Rajarshi Bhose and Sumit Kumar Bose
Infosys Technologies Limited
Delivered as part of Cloud symposium, at ACM Bangalore COmpute 2009.
SunGard Availability Services offer the ultimate secure cloud environment – either dedicated to your business or shared with like-minded, security-conscious enterprise customers. Once liberated from data centre constraints, your company can focus on core operations and opportunities without losing momentum to IT infrastructure bottlenecks.
From Cloud Computing to Platform as a Service – BCS OxfordshireAndy Piper
A short history of cloud computing, and why Platform as a Service (PaaS) is an important aspect of this technology. Presented at bcs Oxfordshire, February 2014
Building a hybrid, dynamic cloud on an open architectureDaniel Krook
Daniel Krook's version of the IBM open cloud overview, focusing on the business and technological imperatives driving the IBM strategy for customers.
Presented 9/30 and 10/1 at Boston TechFest, Cambridge, MA.
Software as a Service (SaaS), on demand software, is a software delivery model in which software and its associated data are hosted centrally and accessed using a thin-client, usually a web browser over the internet.
A polemic on the issues and challenges confronting us in the domains of "security" and risk management, as system architectures move to include the Cloud.
Keep an eye on the speaker Notes for each slide -- there's stuff in there.
What is Infrastructure as a Service?, Comparison of Service Models, Why do we need IaaS?, Essential Characteristics of IaaS, Where IaaS May Not be the Best Option?, Cloud Deployment Models
https://notebookbft.wordpress.com/
How Your Business Can Take Advantage Of Cloud ComputingAndy Harjanto
Cloud Computing is one of major technology shifts which recently gains momentum. Business can reap quick benefits by implementing their cloud strategy carefully. This presentation describes 'what' cloud computing in simpler terms, and will follow with 'how' in a future presentation.
Many believe Big Data is a brand new phenomenon. It isn't, it is part of an evolution that reaches far back history. Here are some of the key milestones in this development.
Internet of Things (IoT) - We Are at the Tip of An IcebergDr. Mazlan Abbas
You are likely benefitting from The Internet of Things (IoT) today, whether or not you’re familiar with the term. If your phone automatically connects to your car radio, or if you have a smartwatch counting your steps, congratulations! You have adopted one small piece of a very large IoT pie, even if you haven't adopted the name yet.
IoT may sound like a business buzzword, but in reality, it’s a real technological revolution that will impact everything we do. It's the next IT Tsunami of new possibility that is destined to change the face of technology, as we know it. IoT is the interconnectivity between things using wireless communication technology (each with their own unique identifiers) to connect objects, locations, animals, or people to the Internet, thus allowing for the direct transmission of and seamless sharing of data.
IoT represents a massive wave of technical innovation. Highly valuable companies will be built and new ecosystems will emerge from bridging the offline world with the online into one gigantic new network. Our limited understanding of the possibilities hinders our ability to see future applications for any new technology. Mainstream adoption of desktop computers and the Internet didn’t take hold until they became affordable and usable. When that occurred, fantastic and creative new innovation ensued. We are on the cusp of that tipping point with the Internet of Things.
IoT matters because it will create new industries, new companies, new jobs, and new economic growth. It will transform existing segments of our economy: retail, farming, industrial, logistics, cities, and the environment. It will turn your smartphone into the command center for the both digital and physical objects in your life. You will live and work smarter, not harder – and what we are seeing now is only the tip of the iceberg.
The Future of SDN in CloudStack by Chiradeep Vittalbuildacloud
The core of CloudStack networking has always been software-defined. As the networking industry evolves to a software-defined future, CloudStack will have to evolve with it.
The presentation will examine the present state of SDN in CloudStack, look at some industry directions and attempt to predict the evolution of CloudStack with those trends.
Bio
Chiradeep Vittal is a Distinguished Engineer in the Converged Infrastructure Group at Citrix where he has technology leadership responsibilities around Citrix Cloud Platform, Citrix Lifecycle Manager and Citrix Workspace Pod. He is also a Project Management Committee member of the Apache CloudStack Project. At cloud.com (acquired by Citrix), he was a founding engineer, often tasked with the thorny details of virtualized networking and storage. Prior to cloud.com, he worked at several Silicon Valley startups in various architectural roles.
Chiradeep has a B.Tech in Computer Science from IIT, Bombay and a M.Sc from the University of Alberta. He has spoken / presented at several conferences, including CloudStack Collab, LISA, OSCON, ONS, SDN Summit and LinuxCon. His twitter handle is @chiradeep and occasionally blogs at http://cloudierthanthou.wordpress.com
This is a presentation based on the 2012 R2 generation of the Microsoft Cloud OS, including Microsoft Azure, Windows Server 2012 R2, Hyper-V, and System Center 2012 R2. It spans Microsoft public cloud IaaS, partner operated public cloud, and private cloud.
Building a Just-in-Time Application Stack for AnalystsAvere Systems
Slide presentation from Webinar on February 17, 2016.
People in analytical roles are demanding more and more compute and storage to get their jobs done. Instead of building out infrastructure for a few employees or a department, systems engineers and IT managers can find value in creating a compute stack in the cloud to meet the fluctuating demand of their clients.
In this 45-minute webinar, you’ll learn:
- How to identify the right analytical workloads
- How to create a scalable compute environment using the cloud for analysts in under 10 minutes
- How to best manage costs associated with the cloud compute stack
- How to create dedicated client stacks with their own scratch space as well as general access to reference data
Health systems departments, research & development departments, and business analyst groups all face silos of these challenging, compute-intensive use cases. By learning how to quickly build this flexible workflow that can be scaled up and down (or off) instantly, you can support business objectives while efficiently managing costs.
Presented at the CloudStack Silicon Valley User Group in September 2015 at Nuage Networks. Discussed impact of containers, emerging software defined networking platforms, NFV, IPv6 and performance.
New to cloud computing? This recorded webinar helps you understand cloud capabilities and how it has made easier server deployment, infrastructure planning and capacity planning. This webinar takes you through an introduction to AWS components and how you can decide and design the best environment for your business.
Accelerate Enterprise Software Engineering with PlatformlessWSO2
Key takeaways:
Challenges of building platforms and the benefits of platformless.
Key principles of platformless, including API-first, cloud-native middleware, platform engineering, and developer experience.
How Choreo enables the platformless experience.
How key concepts like application architecture, domain-driven design, zero trust, and cell-based architecture are inherently a part of Choreo.
Demo of an end-to-end app built and deployed on Choreo.
Less Is More: Utilizing Ballerina to Architect a Cloud Data PlatformWSO2
At its core, the challenge of managing Human Resources data is an integration challenge: estimates range from 2-3 HR systems in use at a typical SMB, up to a few dozen systems implemented amongst enterprise HR departments, and these systems seldom integrate seamlessly between themselves. Providing a multi-tenant, cloud-native solution to integrate these hundreds of HR-related systems, normalize their disparate data models and then render that consolidated information for stakeholder decision making has been a substantial undertaking, but one significantly eased by leveraging Ballerina. In this session, we’ll cover:
The overall software architecture for VHR’s Cloud Data Platform
Critical decision points leading to adoption of Ballerina for the CDP
Ballerina’s role in multiple evolutionary steps to the current architecture
Roadmap for the CDP architecture and plans for Ballerina
WSO2’s partnership in bringing continual success for the CD
The integration landscape is changing rapidly with the introduction of technologies like GraphQL, gRPC, stream processing, iPaaS, and platformless. However, not all existing applications and industries can keep up with these new technologies. Certain industries, like manufacturing, logistics, and finance, still rely on well-established EDI-based message formats. Some applications use XML or CSV with file-based communications, while others have strict on premises deployment requirements. This talk focuses on how Ballerina's built-in integration capabilities can bridge the gap between "old" and "new" technologies, modernizing enterprise applications without disrupting business operations.
Platformless Horizons for Digital AdaptabilityWSO2
In this keynote, Asanka Abeysinghe, CTO,WSO2 will explore the shift towards platformless technology ecosystems and their importance in driving digital adaptability and innovation. We will discuss strategies for leveraging decentralized architectures and integrating diverse technologies, with a focus on building resilient, flexible, and future-ready IT infrastructures. We will also highlight WSO2's roadmap, emphasizing our commitment to supporting this transformative journey with our evolving product suite.
Quantum computers are rapidly evolving and are promising significant advantages in domains like machine learning or optimization, to name but a few areas. In this keynote we sketch the underpinnings of quantum computing, show some of the inherent advantages, highlight some application areas, and show how quantum applications are built.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf
Private cloud-webinar
1. Setting up an in-house
Private Cloud
Chintana Wilamuna
chintana@wso2.com
2. Cloud Computing
• Buy computing power, storage or
services on demand
• Service Delivery Model
• What is given “as a Service”
• Pay per use
• Self service provisioning
• Virtually unlimited resources
• Resource sharing
• Cloud Deployment Model
• Where is the cloud deployed
3. Cloud Computing – Service Delivery Model
For end-users
For developers, integrators, architects
For infrastructure specialists
4. Cloud Computing – Deployment Model
● Public
– IaaS, PaaS, SaaS available on the Internet
– Use one of the cloud service providers
– Information stored and managed by provider - SLA
● Private
– Have a cloud, in-house
– IaaS provides by hardware on your data centers
– PaaS running on your IaaS
– SaaS executing on your PaaS
● Hybrid
● Community
5. Hybrid cloud
● Combination of private + public cloud
● Private cloud for core services
● Public cloud for burst capacity
– Short term
6. Bridging private & public clouds
1. Use WSO2 Cloud Services Gateway
(CSG)
2. Use Amazon Virtual Private Cloud
(VPC)
12. Why public cloud?
● No need to buy machines
● No need to setup
● No need to spend anything, if we are
not using
● No need to wait, if you need more
computing power
● It is just out there, ready to be used
13. Why not public cloud?
● Data is wealth, key to competitive
advantage
– Not supposed to move it out of premises
● Security reasons
– Take no chance on sensitive elements in IT
● Mainframe -> cloud
– Legacy apps are better off the way they are
● Quality of service - Availability, SLA
● Regulations
– Government and industry regulations
14. Prerequisites for private cloud
● Hardware
– CPUs supporting virtualization
– Large storage
– High speed network
● Cloud ready OS
– Ubuntu Server LTS
● Cloud infrastructure
– Eucalyptus
16. Private cloud - UEC
● EC2 compatible API
– Stratos Autoscaling code on EC2
● Open source & wide availability
● Ubuntu LTS
– Support for 5 years
17. UEC configuration tips
● Choose the right topology
– # physical systems
– Where CLC/Walrus/CC/NC is installed
– https://help.ubuntu.com/community/UEC/Topologies
● Network configuration
– https://help.ubuntu.com/community/UEC/Tips
● Monitor instance memory usage
18. Beyond private IaaS
● Define your purpose
– Why do I want a private IaaS?
– How to utilize it
– Possible usage patterns
● Too low level?
– Deal with machines/instances
– A minimal OS
● IaaS = cloud?!
19. A complete platform
● PaaS
– Running on top of your IaaS
– More high-level
– Easier to develop
● Concentrate on your apps
● A cloud native PaaS
– Take advantage of “cloud features”
20. Cloud native
• Supports deployment into a Cloud:
– Dynamic and Just-in-Time Discovery and Wiring
• Able to work with the underlying cloud
infrastructure
– Elasticity
• Provisioned as a Service
– Multi-tenant, Portal and Web Service-based provisioning
• Managed as a Service
– Billed and Metered, Flexibly Monitored
• Incrementally Deployed and Tested
– Supports continuous update, side-by-side operation, in-
place testing and incremental production