CS 671: Data-Driven Cyber-Physical Systems for Smart Cities Rutgers University-Spring 2018
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Information
Instructor: | Desheng Zhang |
Email: | desheng.zhang AT cs.rutgers.edu |
Office: | CoRE 307 |
Lectures: | Thursdays, 3:20-6:20 pm |
Classroom: | Busch Science and Engineering Resource Center (SEC) 206 |
Office Hours: | Mondays, 2:00-3:00pm |
Textbooks: | No books are required, and links for references and papers are provided. |
Grading: |
10% for Class Participation; 20% for Reading Summaries; 20% for Topic Participation; 50% for Team Project (10% for Proposal Reports; 20% for Final Report; 20% for Presentation) |
Announcements
Syllabus
This class is ideal for graduate students (or high-level undergrads) who want to learn various research topics about Data Science, Internet of Things, and Cyber-Physical Systems with applications on Smart Cities based on real-world systems and data. Some topics covered include:
Large-Scale Urban Systems as Complex Internet of Things
Communication Systems
Transforation Systems
Finance Systems
Urban Data Collection, Management, Processing, and Visualization Participatory/Opportunistic Sensing
Stream, Trajectory, and Graph data Management
Streaming Data Processing
Interactive Visualization
Spatial-Temporal Data Analytics Data Fusion
Visual Analytics
Data-driven Predictive Modeling
Interdependency Analyses
Data Predictive Control in Smart Cities
Human-in-the-Loop in Smart Cities
Privacy and Security in Smart Cities
Novel Services in Three Urban Domains:Transportation
Telecommunication
Energy
Urban Data Collection, Management, Processing, and Visualization
Spatial-Temporal Data Analytics
Data Predictive Control in Smart Cities
Human-in-the-Loop in Smart Cities
Privacy and Security in Smart Cities
Novel Services in Three Urban Domains:
Schedule Overview
Schedule Details
"How to" List
- How to Read a Paper by S. Keshav.
- How to Read a Research Paper by Michael Mitzenmacher.
- Writing Reviews for Systems Conferences by Timothy Roscoe.
- How to Read an Engineering Research Paper by William Griswold.
- How to Read a Research Paper by Spencer Rugaber.
- How to write a great research paper by Simon Peyton Jones.
- How to give a great research talk by Simon Peyton Jones.