- Webpage: http://www.cs.cmu.edu/~msakr/15619-s15/
- OLI Portal: http://oli.cmu.edu accessed through the Carnegie Mellon Blackboard Portal: http://blackboard.andrew.cmu.edu
- TheProject.Zone: http://TheProject.Zone
- Piazza: https://piazza.com/cmu/spring2015/1531915619/home
- Amazon Web Services: http://aws.amazon.com/
Title: Cloud Computing
Units: 15-319: 9 units; 15-619: 12 units.
Pre-requisites: A “C” or better in 15-213, Knowledge in Java programming.Description:
This on-line course gives students an overview of the field of Cloud Computing, its enabling technologies, main building blocks, and hands-on experience through projects utilizing a public cloud (Amazon Web Services). Cloud computing services are being adopted widely across a variety of organizations and in many domains. Simply, cloud computing is the delivery of computing as a service over a network, whereby distributed resources are rented, rather than owned, by an end user as a utility.
The course will introduce this domain and cover the topics of data centers, virtualization, cloud storage, and programming models. As an introduction, we will discuss the motivating factors, benefits, challenges, service models, service level agreements (SLAs), security, example cloud service providers and use cases. Modern data centers enable many of the economic and technological benefits of the cloud paradigm; hence, we will describe several concepts behind data center design and management. Next, we will focus on virtualization as a key cloud technique for offering software, computation and storage services. We will study how CPU, memory and I/O resources are virtualized, with examples from Xen and VMWare, and present real use cases such as Amazon EC2. Subsequently, students will learn about different cloud storage concepts including data distribution, durability, consistency and redundancy. HDFS, PVFS, HBASE, Cassandra and S3 will be presented as case studies. Students will understand the details of the MapReduce programming model and gain a broad overview of alternative programming models such as Spark, and GraphLab.
Students will work with Amazon Web Services, use them to rent and provision compute resources and then program and deploy applications that run on these resources. Students will develop and evaluate scaling and load balancing solutions. In addition, students will work with cloud storage systems and learn to develop different applications in several programming paradigms. The 15-619 students will have to complete an extra project which entails designing and implementing a complete web-service solution for querying big data. For the extra project, the student teams are evaluated based on the cost and performance of their web service.
Prof. Majd F. Sakr email@example.com, GHC 7006, x8-1161 Office hours: Tuesday, 3-4pm (Pittsburgh)
Anshima Gupta firstname.lastname@example.org
Chao Zhang email@example.com
Cathy Bishop firstname.lastname@example.org (Rwanda)
Debjani Biswas email@example.com
Enrique Arango Lyons firstname.lastname@example.org (Adelaide)
Eryue Chen email@example.com
Haoliang Quan firstname.lastname@example.org
Gongxun Liu email@example.com
Lei Wang firstname.lastname@example.org
Mayank Singh Shishodia email@example.com
Mengyu Yang firstname.lastname@example.org
Mrigesh Kalvani email@example.com
Prajwal Yadapadithaya firstname.lastname@example.org
Pan Sun email@example.com
Ravi Chandra Bandlamudi Venkata firstname.lastname@example.org
Rohit Upadhyaya email@example.com
Ru Jia firstname.lastname@example.org
Satya Venkata Kamuju email@example.com
Siyuan Zhou firstname.lastname@example.org
Suhail Rehman email@example.com
Tianqi Wen firstname.lastname@example.org
Vinay Kumar Vavili email@example.com (Silicon Valley)
Zichang Feng firstname.lastname@example.org
Office Hours: Pittsburgh TAs hold office hours mostly on the fifth floor of GHC, office hours are posted on Piazza and here.
Recitations: Every Tuesday at 8 AM (videotaped) and Thursday at 4:30 PM Pittsburgh in GHC 4307.
The detailed schedule of content and quizzes is on OLI. The detailed schedule of the projects is on TheProject.Zone.