A general introduction to the Cloud Computing |
I |
Understanding the basic concepts of Cloud Computing and the history of Cloud Computing. Understanding features of Cloud Computing and typical applications of Cloud Computing.
- Understanding the basic concepts of Cloud Computing
- Understanding the background to the deployment of Cloud Computing
- Understanding the history of Cloud Computing
- Understanding features of Cloud Computing
- Understanding typical applications of Cloud Computing
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2-9-1-I |
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Cloud Service |
I |
Understanding the basic concepts of Cloud Services. Understanding the basic services of IaaS, PaaS, and SaaS.
- Understanding the basic concepts of Cloud Services
- Understanding main functions and implementation approach of IaaS
- Understanding main functions and implementation approach of PaaS
- Understanding main functions and classification of SaaS
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2-9-2-I |
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Lab1: Using Cloud Services |
I |
Getting preliminary using experience of cloud services.
- Using the PaaS service platform to rapidly develop and deploy web applications
- Using the virtual machine
- Using the management tools of virtualization resources
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2-9-3-I |
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Virtualization Technology |
II |
Understanding the concept and mechanisms of Virtualization Technology, including Server virtualization, Network virtualization, Storage virtualization, Desktop Virtualization, Application Virtualization, Virtual container, and typical virtual machine.
- Understanding the concept of Virtualization Technology
- Understanding the mechanism of Server virtualization
- Understanding the mechanism of Network virtualization
- Understanding the mechanism of Storage virtualization
- Understanding the mechanism of Desktop virtualization
- Understanding the mechanism of Application virtualization
- Understanding the mechanism of Virtual container
- Understanding the typical of virtual machine such as KVM and Xen
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2-9-4-II |
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Management of Virtuallization resources |
II |
Understanding the concept and mechanisms of Virtualization resources management
- Understanding the concept of Virtualization resources management
- Understanding the mechanism of image management
- Understanding the mechanism of compute resource management
- Understanding the mechanism of right management
- Understanding the mechanism of network resource management
- Understanding the mechanism of storage resource management
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2-9-5-II |
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Cloud Storage |
II |
Understanding the concept and technologies of Cloud Storage.
- Understanding the concept and technologies of traditional storage system, such as file system, database and index technologies.
- Understanding the concept and technologies of distributed file system
- Understanding the concept and technologies of NoSQL such as Tabular stores, Key/Value stores, Document stores, and Graph stores
- Understanding typical applications of Cloud Storage
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2-9-6-II |
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Cloud Service Management & Performance Tuning |
II |
How to manage Cloud Instances / Cloud Application
- Understanding the limitation of shared resource
- Understanding the concept and limitation of cloud monitoring
- Introducing the open source monitoring Solutions : Zabbix, Promethous
- Introducing the failure points : IOPS, TCP Connections, and so on
- Introducing APM. (application performance management)
- Web based Transaction Theory
- Introduction the open source apm : scouter and so on
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2-9-7-II |
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Parallel computing technology in distributed computing architecture |
III |
Understanding architecture, typical algorithm, operation and fault tolerance mechanism, tuning techniques of parallel computing technology in distributed computing architecture.
- Understanding the key concepts of parallel computing technology in distributed computing architecture
- Understanding architecture, typical algorithm, operation and fault tolerance mechanism, tuning techniques of Map-Reduce
- Understanding architecture, typical algorithm, operation and fault tolerance mechanism, tuning techniques of stream computing
- Understanding architecture, typical algorithm, operation and fault tolerance mechanism, tuning techniques of DAG computing
- Understanding architecture, typical algorithm, operation and fault tolerance mechanism, tuning techniques of iterative computing
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2-9-8-III |
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Typical distributed computing architecture |
I |
Understanding the typical distributed computing architecture
- Understanding the concept and architecture of Map-Reduce
- Understanding the concept and architecture of stream computing
- Understanding the concept and architecture of iterative computing
- Understanding the concept and architecture of MQ
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2-9-9-I |
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Control strategy and fault tolerance technology |
II |
Understanding the control strategy and fault tolerance technology.
- Understanding the CAP theory
- Understanding the redundancy and consistency mechanism
- Understanding the load balancing strategy
- Understanding the Paxos theory
- Understanding the bulletin board mechanism
- Understanding the time piece rotation mechanism
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2-9-10-II |
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Advanced topics and industry dynamics |
I |
Understanding the concept and foundation of IOT, Cloud security, trust, and value of Cloud. And Understanding the latest developments in the industry
- Understanding the concept and foundation of IOT
- Understanding the concept and new challenge of Cloud security
- Understanding the concept and analysis method of trust measurement and transformation in service chain
- Understanding the concept and analysis method of value measurement and transformation in service chain
- Understanding the latest developments in the industry
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2-9-11-I |
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Lab2: Comprehensive application |
II |
Developing a prototype application of cloud computing.
- Introducing the background and purpose of application.
- Introducing the source of data and the storage solution
- Introducing the solution of analysis and the core algorithm
- Introducing the implementation
- Introducing the experimental results and analysis
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2-9-12-II |
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