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Graduate Computer Science

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Graduate Computer Science

2023 Summer Term

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3 Units

CLOUD COMPUTING

COMPSCI 764

The purpose of this course is to understand the core technical ideas and concepts in designing and using cloud computing systems, covering a broad range of topics that include cloud system architectures, cloud storage and management, cloud programming frameworks, virtualization and resource management, and datacenter networks. It is a blend of lecture, paper readings/presentations, and programming practice using a cloud.


3 Units

BIG DATA AND DATA MINING

COMPSCI 767

This course will cover two main areas: (1) machine learning algorithms that can be applied to "big data" (i.e., data sets of great size and complexity); and (2) distributed file systems and MapReduce as tools to generate algorithms, along with associated hardware innovations to facilitate parallel analysis of big data.


1-6 Units

CAPSTONE PROJECT

COMPSCI 789

Under faculty supervision, the student will develop, extend, or modify a significant piece of software or a system with significant software components. The student will also write a technical report and give a presentation describing the software product as well as the development process. Fulfills the Applied Research Project option for graduation. Pass/Fail grade basis only.


1-6 Units

INTERNSHIP IN COMPUTER SCIENCE

COMPSCI 793

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