Improving Student Comprehension Through Interactive Microarchitecture Simulation and Visualization

The curricula of most Computer Science departments include at least one course on computer organization and assembly language. The seminal concepts covered by such courses bridge the gap between hardware and software by introducing multiple layers of abstraction. Appalachian State University introduces this material in the course “Introduction to Computer Systems.” The course uses the hypothetical LC-3 processor, as presented in Patt and Patel’s textbook “Introduction to Computing Systems: From Bits & Gates to C & Beyond (2nd edition).” Prior to the completion of the work presented in this thesis, tools existed for the assembly of LC-3 programs and simulation of the assembled code; however, no simulator existed to demonstrate the function of the microarchitectural level. In this thesis, research on educational simulators is presented, with an emphasis on microarchitectural and graphical style simulators. Multiple simulators were reviewed to determine which elements are pedagogically e?ective. Based on these ?ndings, a graphical microarchitecture simulator named lc3uarch was implemented. The simulator targets the microarchitectural level of the LC-3 processor. Student surveys responses indicated that the use of lc3uarch can help students comprehend the logic components of the LC-3 microarchitecture and provided ideas for making the tool more e?ective

Visualization of microprocessor execution in computer architecture courses: a case study at Kabul University

Magister Scientiae - MScComputer architecture and assembly language programming microprocessor execution are basic courses taught in every computer science department. Generally, however, students have difficulties in mastering many of the concepts in the courses, particularly students whose first language is not English. In addition to their difficulties in understanding the purpose of given instructions, students struggle to mentally visualize the data movement, control and processing operations. To address this problem, this research proposed a graphical visualization approach and investigated the visual illustrations of such concepts and instruction execution by implementing a graphical visualization simulator as a teaching aid. The graphical simulator developed during the course of this research was applied in a computer architecture course at Kabul University, Afghanistan. Results obtained from student evaluation of the simulator show significant levels of success using the visual simulation teaching aid. The results showed that improved learning was achieved, suggesting that this approach could be useful in other computer science departments in Afghanistan, and elsewhere where similar challenges are experienced.South Afric

Cognitive Foundations for Visual Analytics

In this report, we provide an overview of scientific/technical literature on information visualization and VA. Topics discussed include an update and overview of the extensive literature search conducted for this study, the nature and purpose of the field, major research thrusts, and scientific foundations. We review methodologies for evaluating and measuring the impact of VA technologies as well as taxonomies that have been proposed for various purposes to support the VA community. A cognitive science perspective underlies each of these discussions