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Questions and Answers
What is the primary advantage of cloud computing when compared to traditional data centers?
What is the primary advantage of cloud computing when compared to traditional data centers?
Which essential characteristic of cloud computing describes the ability to quickly scale resources in and out?
Which essential characteristic of cloud computing describes the ability to quickly scale resources in and out?
Which statement best reflects a disadvantage of traditional data centers?
Which statement best reflects a disadvantage of traditional data centers?
What is often a key feature of cloud computing service models?
What is often a key feature of cloud computing service models?
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How is cloud computing often compared in terms of its service delivery?
How is cloud computing often compared in terms of its service delivery?
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Which is NOT one of the essential characteristics of cloud computing?
Which is NOT one of the essential characteristics of cloud computing?
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What is one of the main reasons why cloud computing prevents resources from becoming idle?
What is one of the main reasons why cloud computing prevents resources from becoming idle?
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Why is cloud computing considered to offer improved reliability?
Why is cloud computing considered to offer improved reliability?
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What is the role of a hypervisor in platform virtualization?
What is the role of a hypervisor in platform virtualization?
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Which of the following reduces overall costs in platform virtualization?
Which of the following reduces overall costs in platform virtualization?
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What is one of the main benefits of using service-oriented architectures?
What is one of the main benefits of using service-oriented architectures?
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Which of the following is considered a security challenge in cloud computing?
Which of the following is considered a security challenge in cloud computing?
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What advantage do virtual servers have in relation to hardware?
What advantage do virtual servers have in relation to hardware?
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Which element is NOT one of the foundational aspects of cloud computing?
Which element is NOT one of the foundational aspects of cloud computing?
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Which benefit does platform virtualization provide for server management?
Which benefit does platform virtualization provide for server management?
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What is a key issue associated with security in cloud computing?
What is a key issue associated with security in cloud computing?
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What characteristic allows a consumer to provision computing capabilities without human interaction?
What characteristic allows a consumer to provision computing capabilities without human interaction?
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Which of the following best describes 'resource pooling' in cloud computing?
Which of the following best describes 'resource pooling' in cloud computing?
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Which service model provides software applications over the internet?
Which service model provides software applications over the internet?
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In cloud computing, what does broad network access mean?
In cloud computing, what does broad network access mean?
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How does measured service contribute to cloud computing?
How does measured service contribute to cloud computing?
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What allows customers to have some control over resource location in cloud computing?
What allows customers to have some control over resource location in cloud computing?
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Which of the following is NOT considered an essential characteristic of cloud computing?
Which of the following is NOT considered an essential characteristic of cloud computing?
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When considering the term 'location independence', what does it imply for customers in cloud computing?
When considering the term 'location independence', what does it imply for customers in cloud computing?
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What is one of the primary security challenges related to data dispersal?
What is one of the primary security challenges related to data dispersal?
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Which of the following is NOT a concern when using external service providers for data storage?
Which of the following is NOT a concern when using external service providers for data storage?
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Which Amazon service allows storage and retrieval of data in scalable, reliable infrastructure?
Which Amazon service allows storage and retrieval of data in scalable, reliable infrastructure?
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What programming languages are supported by Google App Engine for development?
What programming languages are supported by Google App Engine for development?
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What is one of the billable resources for Google App Engine?
What is one of the billable resources for Google App Engine?
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Which feature does the Google App Engine administration console provide?
Which feature does the Google App Engine administration console provide?
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What is a challenge related to logging mentioned in the content?
What is a challenge related to logging mentioned in the content?
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What type of service is Google App Engine categorized as?
What type of service is Google App Engine categorized as?
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Which service model provides the client with limited control over the application, mainly through settings?
Which service model provides the client with limited control over the application, mainly through settings?
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Which of the following is an example of Platform as a Service (PaaS)?
Which of the following is an example of Platform as a Service (PaaS)?
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What is the primary characteristic of Infrastructure as a Service (IaaS)?
What is the primary characteristic of Infrastructure as a Service (IaaS)?
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Which cloud deployment model is designed for the exclusive use of a single client?
Which cloud deployment model is designed for the exclusive use of a single client?
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In a hybrid cloud model, what role does the public cloud play?
In a hybrid cloud model, what role does the public cloud play?
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Which of the following can be classified as a community cloud?
Which of the following can be classified as a community cloud?
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What is a defining feature of Software as a Service (SaaS)?
What is a defining feature of Software as a Service (SaaS)?
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What limits the services in a Platform as a Service (PaaS) model?
What limits the services in a Platform as a Service (PaaS) model?
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Study Notes
Cloud Computing Introduction
- Cloud computing is a model for convenient, on-demand network access to shared computing resources, such as networks, servers, storage, applications, and services. These resources can be rapidly provisioned and released with minimal management effort or service provider interaction. This model promotes availability and is composed of five essential characteristics, three service models, and four deployment models (NIST, USA).
Lecture Outline
- Definition of cloud computing
- Essential characteristics of cloud computing
- Advantages of cloud computing
- Disadvantages of cloud computing
- Amazon Cloud Computing Platform
- Google App Engine
- Summary of cloud computing
Definition
- "Cloud computing is a model for enabling convenient, on-demand network access to a shared pool of configurable computing resources (e.g., networks, servers, storage, applications, and services) that can be rapidly provisioned and released with minimal management effort or service provider interaction. This cloud model promotes availability and is composed of five essential characteristics, three service models, and four deployment models". (NIST, USA)
Cloud Symbol
- The cloud symbol is a metaphor for the internet.
Traditional Datacenter Issues
- Datacenters are designed for peak load, but resources are often idle most of the time.
- News and e-commerce sites experience high peak loads on certain days.
- Ongoing maintenance (hardware & software), upgrades, and rent/electricity costs are significant.
Cloud Computing Analogy
- Cloud computing is often compared to utility services.
- Use of virtualization (mainframe -> PC -> Cloud)
Advantages of Cloud Computing
- Lower hardware and software/maintenance costs
- Applications as components
- No upfront investment in hardware or software infrastructure
- No need for proprietary infrastructure for peak load.
- Flexible scalability
- Higher utilization
- Improved reliability
Essential Characteristics
- Rapid elasticity: Capabilities can be rapidly and elastically provisioned and released, often automatically, to quickly scale in or out.
- On-demand self-service: Consumers can unilaterally provision computing capabilities (like server time) as needed without interacting with a provider.
- Measured service: Cloud systems automatically control and optimize resource usage by metering at some level of abstraction (e.g., storage, processing). Transparency is afforded to both the provider and consumer.
Essential Characteristics (Continued)
- Broad network access: Capabilities are available over the network and accessible through standard mechanisms by heterogeneous platforms (e.g., mobile phones, laptops).
- Resource pooling: The provider's computing resources are pooled to serve multiple consumers with dynamic assignment and re-assignment of resources.
Service Models
- Software as a Service (SaaS)
- Platform as a Service (PaaS)
- Infrastructure as a Service (IaaS)
Service Models Analogy
- People and goods: Software applications
- Vehicles: Platform
- Road network: Infrastructure
SaaS (Software as a Service)
- Clients use provider's applications over the network (browser or client).
- Clients have limited control over applications (settings).
- Examples: Gmail, Google Apps, Salesforce.com, YouTube, Facebook.
PaaS (Platform as a Service)
- Delivers a platform rather than a service.
- Provides APIs for developers.
- Services are limited by APIs capabilities.
- Examples: Google App Engine, Mosso (Rackspace).
IaaS (Infrastructure as a Service)
- Provides computer hardware (typically set up as a grid).
- Massive horizontal scalability is possible.
- Clients have control over the operating system, applications, and firewalls, but not over the underlying cloud infrastructure.
Deployment Models
- Public cloud: Run by third-party providers; can be much larger than a company's private cloud; portions can be reserved.
- Private cloud: Built for the exclusive use of a client; company owns and controls the infrastructure.
- Hybrid cloud: Combines public and private models; public cloud can handle load spikes.
- Community cloud: Multi-site private or hybrid setup.
Foundational Elements of Cloud Computing
- Virtualization
- Grid technology
- Service-oriented architecture
- Distributed computing
- Broadband Networks
- Browser as a platform
Platform Virtualization
- Host operating system provides an abstraction layer for virtual guest operating systems.
- Hypervisor/Virtual Machine Monitor (VMware) resides between hardware and operating system.
- Enables guest operating systems to run in isolation of other operating systems on shared hardware.
- Allows VMs to reside independently and share resources.
Platform Virtualization (Benefits)
- Increased physical server utilization
- Reduced hardware, power, cooling, and administration costs
- Reduced space
- Hardware independent virtual servers
- Easier Disaster Recovery
- Support for multiple operating systems
- Improved physical host server security
Service-Oriented Architectures
- Design principles for system development and integration.
- Model for using web services (requesters, registries, providers).
- Use web services to build complex, customizable, and distributed applications.
Cloud Computing Issues
- High-speed internet access speed
- Security
- Privacy
- Performance
- Regulatory compliance
Security Challenges
- Attraction to hackers
- Possibility of massive outages
- Differences in public vs. internal cloud security
- Lack of public SaaS version control
- Data dispersal and international privacy laws
- Exposure to foreign government data subpoenas
- Data retention issues
- Logging challenges
- Data ownership issues
- Quality of service guarantees
Privacy Challenges
- Trusting a provider's security model
- Indirect administrator accountability
- Inability to examine proprietary implementations
- Loss of physical control
Amazon Services
- Amazon EC2 (Elastic Compute Cloud)
- Amazon S3 (Simple Storage Service)
- Amazon SimpleDB
- Amazon SQS (Simple Queue Service)
- Amazon CloudFront (Content Delivery Network)
- Elastic IP
Amazon S3 (Simple Storage Service)
- Simple web services interface for data storage and retrieval.
- Accessible at any time, from anywhere in the world.
- Highly scalable, reliable, and fast.
- Uses an inexpensive data storage infrastructure.
- Data stored in buckets; region-specific storage.
- Command-line or graphical user interface (GUI) for access.
Google App Engine
- Platform as a Service (PaaS).
- For developing and hosting web applications.
- OS and hardware platform not relevant.
- Features fully featured local development environment that mimics Google App Engine.
- Dev tools include Python and Java.
- Domain names limited to "yourapp".appspot.com
Administration Console
- Google App Engine features a console for managing and monitoring applications.
- Includes tools for statistics, message logs, and user authentication via Google accounts.
Billable Resources
- Google App Engine charges for CPU time, outgoing and incoming bandwidth, data storage, and emails sent.
- Free allowance provided for a set number of requests per month.
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Description
Test your knowledge of cloud computing concepts with this quiz. Explore the key benefits, characteristics, and challenges associated with cloud services and infrastructure. Ideal for students and professionals looking to deepen their understanding of cloud technology.