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Umakishore Ramchandran
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
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What's inside
Syllabus
Distributed Programming Frameworks
Programming frameworks and their implementation issues in the Cloud
Storage Systems for the Cloud
Scalable distributed data stores for organizing persistent data in Cloud applications
Read more
Syllabus
Distributed Programming Frameworks
Programming frameworks and their implementation issues in the Cloud
Storage Systems for the Cloud
Scalable distributed data stores for organizing persistent data in Cloud applications
Read more
Resource Management
A description of resource management techniques employed in the Cloud for supporting multi-tenancy and elasticity
Virtualization Technologies
A detailed description of virtualizing the different hardware components of a computer system including CPU, memory, and I/O devices
Project
A reading list of technical papers relating to this course and a capstone workshop that ties together the learning outcomes
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Provides a thorough introduction to programming frameworks and their implementation in the cloud, including topics such as data storage, resource management, and virtualization
Taught by Umakishore Ramchandran, an experienced instructor in the field
Provides an optional project where students can implement a basic version of the distributed runtime system for the Map-Reduce programming framework
Covers essential cloud computing concepts such as scalability, multi-tenancy, and elasticity
Suitable for learners interested in gaining a foundational understanding of programming frameworks and their implementation in cloud environments
Assumes prior programming knowledge and experience with cloud concepts
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Save Cloud Systems Software to your list so you can find it easily later:
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Reviews summary
Well-received course on cloud systems software
Learners largely agree that Cloud Systems Software is a well-crafted course. Students say that lectures are engaging and clear, with one student saying “the professor is very good explaining.” Assignments are considered to be a strength, with many students appreciating their practicality. While some exams are described as being difficult, students say that working through these challenges prepares them for real-world work in the field.
While some exams are described as being difficult, students say they are worthwhile.
"Difícil, pero me prepara para la obtención de un trabajo internacional"
"Mucha información, me parece un poco tediosos estar tratando de escuchar algo que no está en nuestro idioma"
Instructors are lauded by many for the clarity and engaging nature of lectures.
"nice"
"Increible"
"Excelente curso"
Students enjoyed working on assignments that many found to be useful and practical.
"soo good information"
"increibles materiales"
"The videos are short, and resume the essential information whitout being bored"
Some Spanish-speaking students dislike that some instruction is in English only.
"si bien está bien el fomentar el entendimiento de habla inglesa, creo que hay ingenieros en sistemas, programadores y analistas de datos de habal hispana que nos pueden dar la misma información"
Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Cloud Systems Software with these
activities:
Review basic programming concepts
Show steps
Refresh your understanding of programming fundamentals in preparation for this course.
Browse courses on
Programming Concepts
Show steps
-
Review notes from previous programming courses
-
Complete practice problems on data structures and algorithms
Complete tutorials on Cloud computing
Show steps
Gain a better understanding of Cloud computing concepts and technologies.
Browse courses on
Cloud Computing
Show steps
-
Enroll in online tutorials on Cloud computing platforms (e.g., AWS, Azure, GCP)
-
Complete hands-on exercises and projects
Contribute to open-source projects related to Cloud computing
Show steps
Gain practical experience by contributing to real-world Cloud computing projects.
Browse courses on
Cloud Computing
Show steps
-
Find open-source projects in the Cloud computing domain
-
Identify issues and improvements
-
Submit bug reports or pull requests
One other activity
Expand to see all activities and additional details
Show all four activities
Mentor junior students in programming and Cloud computing
Show steps
Reinforce your understanding by teaching and assisting others in these subjects.
Browse courses on
Cloud Computing
Show steps
-
Join online communities or forums related to Cloud computing
-
Offer help and support to others on technical questions
-
Organize study sessions or workshops
Review basic programming concepts
Show steps
Refresh your understanding of programming fundamentals in preparation for this course.
Browse courses on
Programming Concepts
Show steps
Show steps
Show steps
- Review notes from previous programming courses
- Complete practice problems on data structures and algorithms
Complete tutorials on Cloud computing
Show steps
Gain a better understanding of Cloud computing concepts and technologies.
Browse courses on
Cloud Computing
Show steps
Show steps
Show steps
- Enroll in online tutorials on Cloud computing platforms (e.g., AWS, Azure, GCP)
- Complete hands-on exercises and projects
Contribute to open-source projects related to Cloud computing
Show steps
Gain practical experience by contributing to real-world Cloud computing projects.
Browse courses on
Cloud Computing
Show steps
Show steps
Show steps
- Find open-source projects in the Cloud computing domain
- Identify issues and improvements
- Submit bug reports or pull requests
One other activity
Expand to see all activities and additional details
Show all four activities
Mentor junior students in programming and Cloud computing
Show steps
Reinforce your understanding by teaching and assisting others in these subjects.
Browse courses on
Cloud Computing
Show steps
Show steps
Show steps
- Join online communities or forums related to Cloud computing
- Offer help and support to others on technical questions
- Organize study sessions or workshops
Career center
Learners who complete Cloud Systems Software will develop knowledge and skills
that may be useful to these careers:
Cloud Developer
Cloud Developer
Cloud Developers develop applications that run on cloud platforms. They work with Cloud Architects and Cloud Engineers to design and implement cloud-based solutions. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which is essential knowledge for Cloud Developers. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which are all important concepts for Cloud Developers to understand.
Cloud Architect
Cloud Architect
Cloud Architects design, build, and maintain cloud-based systems. They work with clients to understand their business needs and then design and implement cloud solutions that meet those needs. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which is essential knowledge for Cloud Architects. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which are all important concepts for Cloud Architects to understand.
Cloud Engineer
Cloud Engineer
Cloud Engineers build and maintain cloud-based systems. They work with Cloud Architects to design and implement cloud solutions, and they also manage the day-to-day operations of cloud systems. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which is essential knowledge for Cloud Engineers. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which are all important concepts for Cloud Engineers to understand.
Data Engineer
Data Engineer
Data Engineers design, build, and maintain data pipelines. They work with data scientists and other data professionals to collect, clean, and analyze data. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which is essential knowledge for Data Engineers. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which are all important concepts for Data Engineers to understand.
System Administrator
System Administrator
System Administrators manage computer systems and networks. They work to ensure that systems are running smoothly and efficiently, and they also help to troubleshoot and resolve any problems that occur. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which is essential knowledge for System Administrators. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which are all important concepts for System Administrators to understand.
DevOps Engineer
DevOps Engineer
DevOps Engineers work to bridge the gap between development and operations teams. They work to automate and streamline the software development process, and they also help to ensure that software is deployed and maintained in a reliable and efficient manner. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which is essential knowledge for DevOps Engineers. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which are all important concepts for DevOps Engineers to understand.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. They work with end-users to understand their needs and then design and implement software solutions that meet those needs. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which is essential knowledge for Software Engineers. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which are all important concepts for Software Engineers to understand.
Network Engineer
Network Engineer
Network Engineers design, build, and maintain computer networks. They work to ensure that networks are running smoothly and efficiently, and they also help to troubleshoot and resolve any problems that occur. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which is essential knowledge for Network Engineers. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which are all important concepts for Network Engineers to understand.
Security Engineer
Security Engineer
Security Engineers design, implement, and maintain security systems. They work to protect computer systems and networks from unauthorized access and attacks. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which is essential knowledge for Security Engineers. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which are all important concepts for Security Engineers to understand.
Database Administrator
Database Administrator
Database Administrators manage databases. They work to ensure that databases are running smoothly and efficiently, and they also help to troubleshoot and resolve any problems that occur. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which is essential knowledge for Database Administrators. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which are all important concepts for Database Administrators to understand.
Data Scientist
Data Scientist
Data Scientists collect, clean, and analyze data to extract insights. They work with other data professionals to develop data-driven solutions to business problems. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which is essential knowledge for Data Scientists. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which are all important concepts for Data Scientists to understand.
Business Analyst
Business Analyst
Business Analysts work with businesses to understand their needs and then design and implement solutions that meet those needs. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which may be helpful for Business Analysts who are working with cloud-based solutions. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which may be helpful for Business Analysts who are working with cloud-based solutions.
Product Manager
Product Manager
Product Managers work with customers to understand their needs and then design and implement products that meet those needs. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which may be helpful for Product Managers who are working with cloud-based products. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which may be helpful for Product Managers who are working with cloud-based products.
Project Manager
Project Manager
Project Managers plan and execute projects. They work with project teams to ensure that projects are completed on time, within budget, and to scope. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which may be helpful for Project Managers who are working with cloud-based projects. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which may be helpful for Project Managers who are working with cloud-based projects.
Technical Writer
Technical Writer
Technical Writers create documentation for technical products and services. They work with engineers and other technical professionals to understand the products and services and then create documentation that is clear, concise, and accurate. This course provides an introduction to programming frameworks and their implementation issues in the Cloud, which may be helpful for Technical Writers who are writing documentation for cloud-based products and services. The course also covers topics such as scalable distributed data stores, resource management, and virtualization techniques, which may be helpful for Technical Writers who are writing documentation for cloud-based products and services.
For more career information including salaries, visit:
OpenCourser.com/course/d8guej/cloud
Reading list
We've selected 12 books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Cloud Systems Software.
An indispensable guide for anyone interested in learning more about Hadoop.
This textbook provides a comprehensive overview of cloud computing concepts and paradigms, including distributed systems, virtualization, and resource management. It offers a valuable foundation for understanding the principles and practices of cloud systems software.
Save
Provides an in-depth exploration of cloud computing concepts, technologies, and architecture. It covers a wide range of topics, including cloud service models, virtualization, storage, and security. It valuable resource for anyone seeking a comprehensive understanding of cloud systems software.
Comprehensive guide to Apache Spark, a fast and general-purpose cluster computing framework.
Explores resource management techniques in cloud computing environments. It covers topics such as resource allocation, scheduling, and optimization. It provides insights into the challenges and best practices for managing resources in cloud systems software.
The leading guide to Apache Kafka, an open-source distributed streaming platform.
Save
This widely-used textbook on distributed systems covers topics such as distributed communication, concurrency, and fault tolerance. It provides a solid foundation for understanding the design and implementation of distributed software systems like those used in cloud computing.
Offers a comprehensive guide to cloud computing technologies and applications. It covers topics such as cloud architecture, virtualization, storage, and security. It provides practical insights and case studies, making it valuable for both students and practitioners.
A must-have guide for anyone working with HBase, a popular open-source NoSQL database.
A must-have reference for anyone working with Elasticsearch, an open-source search and analytics engine.
An essential resource for anyone working with MongoDB, a popular NoSQL database.
Provides a great foundation for understanding cloud computing.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/d8guej/cloud
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Institution
Georgia Institute of Technology
Instructor
Umakishore Ramchandran
Language
English
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This course belongs to a
collection
called
System Issues in Cloud Computing. It's comprised of three courses:
- Cloud Systems Software (viewing)
- Network Function Virtualization
- Cloud Applications
Good to know
Provides a thorough introduction to programming frameworks and their implementation in the cloud, including topics such as data storage, resource management, and virtualization
Taught by Umakishore Ramchandran, an experienced instructor in the field
Provides an optional project where students can implement a basic version of the distributed runtime system for the Map-Reduce programming framework
Covers essential cloud computing concepts such as scalability, multi-tenancy, and elasticity
Suitable for learners interested in gaining a foundational understanding of programming frameworks and their implementation in cloud environments
Assumes prior programming knowledge and experience with cloud concepts
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