This course provides an introduction to programming frameworks and their implementation issues in the Cloud. It explains multiple topics, including: scalable distributed data stores, resource management (for supporting multi-tenancy and elasticity) and virtualization techniques. Optionally, the student will also be guided in the implementation of a basic version of the distributed runtime system for the Map-Reduce programming framework
Este curso forma parte de Programa especializado: System Issues in Cloud Computing
1640 ya inscrito
ofrecido por
Programa especializado: System Issues in Cloud ComputingInstituto de Tecnología de GeorgiaAcerca de este Curso
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Fechas límite flexibles
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100 % en línea
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Curso 2 de 4 en
Aprox. 6 horas para completar
Inglés (English)
Subtítulos: Francés (French), Portugués (europeo), Ruso (Russian), Inglés (English), Español (Spanish)
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 2 de 4 en
Aprox. 6 horas para completar
Inglés (English)
Subtítulos: Francés (French), Portugués (europeo), Ruso (Russian), Inglés (English), Español (Spanish)
ofrecido por
Instituto de Tecnología de Georgia
The Georgia Institute of Technology is one of the nation's top research universities, distinguished by its commitment to improving the human condition through advanced science and technology.
Programa - Qué aprenderás en este curso
1 hora para completar
Distributed Programming Frameworks
Programming frameworks and their implementation issues in the Cloud
1 hora para completar
10 videos (Total 45 minutos), 2 lecturas, 1 cuestionario
2 horas para completar
Storage Systems for the Cloud
Scalable distributed data stores for organizing persistent data in Cloud applications
2 horas para completar
18 videos (Total 98 minutos), 1 lectura, 1 cuestionario
1 hora para completar
Resource Management
A description of resource management techniques employed in the Cloud for supporting multi-tenancy and elasticity
1 hora para completar
9 videos (Total 55 minutos), 1 lectura, 1 cuestionario
1 hora para completar
Virtualization Technologies
A detailed description of virtualizing the different hardware components of a computer system including CPU, memory, and I/O devices
1 hora para completar
14 videos (Total 57 minutos), 1 lectura, 1 cuestionario
Acerca de Programa especializado: System Issues in Cloud Computing
This specialization is a four-course sequence of hands on project-intensive immersive courses aimed at computer professionals to give them an in-depth experience in developing different layers of a Cloud computing infrastructure including software defined networks, distributed runtime systems, application development, and network function virtualization. Each course (roughly 4-5 one hour videos) is organized as discussion of the technical details pertaining to that topic (from selected readings from research papers and other online resources). Each one-hour video is followed by a “hands-on workshop” assignment (roughly 2 hours of development work) which involves developing code and experimentation using a cloud platform of the concepts discussed in the one-hour video lecture.
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