Instructor:
Konstantinos Mamouras
Class meetings:
Mondays, Wednesday and Fridays at 8:30am-9:25am (Keck Hall 100 and over Zoom)
Office hours:
Tuesdays 10:00am-11:00am over Zoom
The grade will be based on homework assignments.
| Date | Topic | Readings |
|---|---|---|
| August 24 | Introduction | Notes on Canvas |
| August 26 | Streaming Model of Computation | Notes on Canvas |
| August 28 | Streaming Model of Computation | Notes on Canvas |
| August 31 | Streaming Algorithms and Approximation | Notes on Canvas |
| September 2 | Streaming Algorithms and Approximation | Notes on Canvas |
| September 4 | Streaming Algorithms and Approximation | Notes on Canvas |
| September 9 | IoT Data Processing | Notes on Canvas |
| September 11 | Introduction to the Dataflow Model | Notes on Canvas |
| September 14 | Deterministic Dataflow Model (Process Networks) | Notes on Canvas |
| September 16 | Deterministic Dataflow Model (Process Networks) | Notes on Canvas |
| September 18 | Dataflow Graphs with Cycles (Process Networks) | Notes on Canvas |
| September 21 | TUTORIAL: Implementing Streaming Algorithms | Notes on Canvas |
| September 23 | TUTORIAL: Benchmarking Streaming Algorithms | Notes on Canvas |
| September 25 | Mathematical Semantics of Dataflow Graphs | Notes on Canvas |
| September 28 | Mathematical Semantics of Dataflow Graphs | Notes on Canvas |
| September 30 | Review of Order-theoretic Concepts | Notes on Canvas |
| October 2 | Formal Semantics of Feedback | Notes on Canvas |
| October 5 | Formal Semantics of Feedback | Notes on Canvas |
| October 7 | IoT Application: Medical Monitoring | Notes on Canvas |
| October 9 | IoT Application: Medical Monitoring | Notes on Canvas |
| October 12 | IoT Application: Medical Monitoring | Notes on Canvas |
| October 14 | Query Languages for Static Data | Notes on Canvas |
| October 16 | Query Languages for Real-time Data | Notes on Canvas |
| October 19 | Query Languages for Real-time Data | Notes on Canvas |
| October 21 | Programming Model of Spark Streaming | Notes on Canvas |
| October 23 | Programming Model of Spark Streaming | Notes on Canvas |
| October 26 | TUTORIAL: Homework Solutions | Notes on Canvas |
| October 28 | Streaming Linear Regression | Notes on Canvas |
| October 30 | Hidden Markov Models for Healthcare Applications | Notes on Canvas |
| November 2 | Hidden Markov Models: Viterbi Algorithm | Notes on Canvas |
| November 4 | Hidden Markov Models: Forward/Backward Algorithm | Notes on Canvas |
| November 6 | Hidden Markov Models: Forward/Backward Algorithm | Notes on Canvas |
| November 9 | The "Things" of the IoT | Notes on Canvas |
| November 11 | Embedded Programming for Microcontrollers | Notes on Canvas |
| November 13 | Programming the STM32F407 Microcontroller (Arm Cortex-M4) | Notes on Canvas |
| November 16 | Programming the STM32F407 Microcontroller (Arm Cortex-M4) | Notes on Canvas |
| November 18 | Single-board Computers (Raspberry Pi) | Notes on Canvas |
| November 20 | Course Review and Further Topics | Notes on Canvas |
If a student misses a course meeting, they are expected to review the corresponding material on their own.
In this course, all students will be held to the standards of the Rice Honor Code, a code that you pledged to honor when you matriculated at this institution. If you are unfamiliar with the details of this code and how it is administered, you should consult the Honor System Handbook. This handbook outlines the University's expectations for the integrity of your academic work, the procedures for resolving alleged violations of those expectations, and the rights and responsibilities of students and faculty members throughout the process.
If you have a documented disability or other condition that may affect academic performance you should: 1) make sure this documentation is on file with Disability Support Services (Allen Center, Room 111 / adarice@rice.edu / x5841) to determine the accommodations you need; and 2) talk with the instructor to discuss your accommodation needs.