E0 217: Efficient and Secure Digital Circuits and Systems (August 2022)
Instructor: Utsav Banerjee
Lecture Timings: Monday & Wednesday 11am-12pm
Lab / Tutorial Timings: Thursday 5:30pm
Location: Second Floor Classroom (DESE 305)
Teaching Assistants: Faiek Ahsan and Kollipara Abhishek Anand
Course Description: This is an introductory graduate-level course on the design and analysis of digital circuits and systems with an emphasis on efficient and secure implementation aspects. This course will cover co-optimization of circuits, architectures and algorithms for the design of application-specific digital systems with different power, performance, area and energy-efficiency requirements. Techniques for securing such systems using efficient implementation of encryption, authentication and side-channel countermeasures will also be covered. Various digital circuit and system concepts will be introduced using a combination of lectures, homework assignments and a project.
Prerequisites: Basic understanding of digital electronic circuits.
Credits: 2:1
Syllabus:
▶ Circuits: overview of CMOS digital circuit design, logic gates, combinational and sequential logic, finite state machines, arithmetic circuits, memories, timing considerations, power consumption
▶ Systems: overview of computer architecture, instruction set, hardware-software interaction, micro-controllers, hardware acceleration, FPGA and ASIC design
▶ Efficiency: gate-level optimization for power-performance-area, low-power versus energy-efficient implementation, pipelining, multi-level memories and caches
▶ Security: introduction to cryptography and security protocols, implementation of multi-precision modular arithmetic, timing and power side-channel attacks and countermeasures
References:
1. J. M. Rabaey, A. P. Chandrakasan and B. Nikolic, “Digital Integrated Circuits: A Design Perspective”.
2. N. H. E. Weste and D. M. Harris, “CMOS VLSI Design: A Circuits and Systems Perspective”.
3. D. M. Harris and S. L. Harris, “Digital Design and Computer Architecture”.
4. M. M. Mano and M. D. Ciletti, “Digital Design”.
5. Journal / Magazine Articles and Conference Papers.
Grading: The grade will be based on ten problem sets, two mid term exams, a final exam and a project. Assignments must be submitted by 11:59pm on the day they are due. Late submissions will not be accepted for grading. The final grade will be calculated approximately based on the following weights: Problem Sets (20%), Mid Term Exam 1 (15%), Mid Term Exam 2 (15%), Final Exam (30%) and Project (20%).
Problem Sets: The problem sets will contain questions based on numerical calculations as well as circuit / system / software simulations. Various open-source tools will be used for the simulation tasks and their setup instructions will be shared during the lab tutorials.
Project: There will be a set of well-defined projects to choose from and conduct in groups of 2-3. These projects will provide hands-on experience with the analysis and implementation aspects of digital circuits and systems.
Course Materials: Lecture slides, tutorials, simulation models, projects and additional readings will be shared using a Microsoft Teams group which will be accessible only to registered students.
Schedule:
Lecture | Topic |
1 | Introduction and Course Overview |
2 | MOS Transistor |
3 | CMOS Inverter (Part 1) |
4 | CMOS Inverter (Part 2) |
5 | CMOS Inverter (Part 3) |
6 | Combinational Logic (Part 1) |
7 | Combinational Logic (Part 2) |
8 | Sequential Logic (Part 1) |
9 | Sequential Logic (Part 2) |
10 | Power Consumption |
11 | Arithmetic Circuits (Part 1) |
12 | Arithmetic Circuits (Part 2) |
13 | Memories |
14 | Design Trade-Offs (Part 1) |
15 | Design Trade-Offs (Part 2) |
16 | Processor Architecture (Part 1) |
17 | Processor Architecture (Part 2) |
18 | Processor Architecture (Part 3) |
19 | Processor Architecture (Part 4) |
20 | Hardware Accelerators |
21 | Cryptography and Hardware Security |
22 | Modular Arithmetic Implementation |
23 | Side-Channel Analysis (Part 1) |
24 | Side-Channel Analysis (Part 2) |
25 | Advanced Topics |