Research Interests

learning analytics, computer-based testing, CS 1, plagiarism detection, computer architecture, compiler construction, dynamic optimization.

Research Projects

The Computer-based Testing Facility and Learning Analytics Hardware/Software Co-designed Run-times for Managed and Dynamic Languages Transactional Memory Efficient Microarchitectures Concept Inventories for Computer Science (CS Education) Master/Slave Speculative Parallelization

Selected recent publications

Attitudes Surrounding an Imperfect AI Autograder (CHI 2021) Autograding 'Explain in Plain English' questions using NLP (SIGCSE 2021) Pattern Census: A Characterization of Pattern Usage in Early Programming Courses (SIGCSE 2021) Superficial Code-guise: Investigating the Impact of Surface Feature Changes on Students' Programming Question Scores (SIGCSE 2021) Student Perceptions of Fairness and Security in a Versioned Programming Exam (ICER 2020) Comparison of Grade Replacement and Weighted Averages for Second-Chance Exams (ICER 2020) Learning to Cheat: Quantifying Changes in Score Advantage of Unproctored Assessments Over Time (Learning@Scale 2020) A Quantitative Analysis of When Students Choose to Grade Questions on Computerized Exams with Multiple Attempts (Learning@Scale 2020) Strategies for Deploying Unreliable AI Graders in High-Transparency High-Stakes Exams (AIED 2020) A Validated Scoring Rubric for Explain-in-Plain-English Questions (SIGCSE 2020) Measuring the Score Advantage on Asynchronous Exams in an Undergraduate CS Course (SIGCSE 2020) Second-chance testing course policies and student behavior (FIE 2019) Effect of Discrete and Continuous Parameter Variation on Difficulty in Automatic Item Generation (AIED 2019) Predicting the difficulty of automatic item generators on exams from their difficulty on homeworks (Learning@Scale 2019) Reducing Difficulty Variance in Randomized Assessments (ASEE 2019) Every university should have a computer-based testing facility (CSEDU 2019) uAssign: Scalable Interactive Activities for Teaching the Unix Terminal (SIGCSE 2019) Making Testing Less Trying: Lessons Learned from Operating a Computer-Based Testing Facility (FIE 2018) How much randomization is needed to deter collaborative cheating on asynchronous exams? (Learning@Scale 2018) Student and Instructor Experiences with a Computer-Based Testing Facility (EDULEARN 2018) Towards a Model-Free Estimate of the Limits to Student Modeling Accuracy (EDM 2018) Do Performance Trends Suggest Wide-spread Collaborative Cheating on Asynchronous Exams? (Learning@Scale 2017) Investigating Student Plagiarism Patterns and Correlations to Grades (SIGCSE 2017) Modeling Student Scheduling Preferences in a Computer-Based Testing Facility (Learning@Scale, 2016) Bungee Jumps: Accelerating Indirect Branches through HW/SW Co-Design (Micro 2015) Branch Vanguard: Decomposing Branch Functionality into Prediction and Resolution Instructions (ISCA 2015) Computerized Testing: A Vision and Initial Experiences (ASEE 2015) A Psychometric Evaluation of the Digital Logic Concept Inventory (Computer Science Education 2014) Discerning the Dominant Out-of-Order Performance Advantage: Is it Speculation or Dynamism? (ASPLOS 2013) Creating the Digital Logic Concept Inventory (SIGCSE 2010) A Real System Evaluation of Hardware Atomicity for Software Speculation (ASPLOS 2010) Proof by Incomplete Enumeration and Other Logical Misconceptions (ICER 2008) Using Hardware Memory Protection to Build a High-Performance, Strongly Atomic Hybrid Transactional Memory (ISCA 2008) Branch-on-Random (CGO 2008) Fundamental Performance Challenges in Horizontal Fusion of In-Order Cores (HPCA 2008) Identifying Important and Difficult Concepts in Introductory Computing Courses using a Delphi Process (SIGCSE 2008) extended version Hardware Atomicity for Reliable Software Speculation (ISCA 2007) Transactional Memory and the Birthday Paradox (SPAA 2007) Extending Hardware Transactional Memory to Support Non-busy Waiting and Non-transactional Actions (Transact 2006) Probabilistic Counter Updates for Predictor Hysteresis and Stratification (HPCA 2006) A Criticality Analysis of Clustering in Superscalar Processors (Micro 2005) SPIMbot: An Engaging, Problem-based Approach to Teaching Assembly Language Programming (SIGCSE 2005) presentation software Targeted Path Profiling (CGO-2) presentation Master/Slave Speculative Parallelization (Micro-35) presentation Execution-based Prediction Using Speculative Slices (ISCA-2001) Full list of publications

Teaching

CS 105 - Introduction to Computer Science (non-technical majors)   FA19, SP20, FA20 CS 125 - Introduction to Computer Science   FA08, FA13 CS 126 - Software Design Studio   FA16, SP17, FA17 CS 225 - Data Structures   SP19 CS 232 - Computer Architecture II (subsumed by CS 233)   FA03, SP04, FA04, SP05, SP06, SP07, FA07, SP08, FA09, SP09, FA11, SP12 CS 233 - Computer Architecture   FA12, SP13, SP14, FA14, SP15, FA15, SP16, FA16, SP18 CS497/CS598cz - Dynamic Translation and Optimization   FA02, SP03, FA05

Graduate Students

Binglin Chen Chinedu Emeka Max Fowler Mohammed Hassan David H. Smith

Former Students

Sushmita Azad Saleem Abdulras Lee Baugh Jake Bailey Michael Bond Jeff Cook Brandon Chong Chris Eben David Flint Rahul Joshi Geoffrey Herman Vighnesh Iyer Bhuwan Khattar Edward Lee J. T. Longino Partheesh Mani Daniel McFarlin Shoaib Meenai Andrew Nicholson Naveen Neelakantam Jonathan Pierce James Roberts Nicholas Riley Pierre Salverda Charles Tucker Tianning (Tammy) Xu Changrui Yuan Eric Zimmerman

Student Theses
  Principles of Instruction-Level Distributed Processing Pierre Salverda Ph.D. Thesis, April 2008.
  Efficient User-Mode Exception Handling in x86 Linux Chris Eben, B.S. Thesis, August 2007 (Microsoft)
  Boolean Blunders: Identification and Assessment of Student Misconceptions in a Digital Logic Course J.T. Longino, M.S. Thesis, July 2006 (AMD)
  Profile-directed If-Conversion in Superscalar Microprocessors Eric Zimmerman, M.S. Thesis, July 2005 (Citadel Investment Group)
  Design of an MSSP Verify/Commit Unit Partheesh Mani, M.S. Thesis, August 2005 (Intel Corporation)
  Limited Path Profiling and Correlated Branch Elimination Andrew Nicholson, M.S. Thesis, April 2005 (Amazon.com)
  TraceVis: An Execution Trace Visualization Tool James Roberts, M.S. Thesis, July 2004 (nVIDIA architecture group)
  A Task Optimization Framework for MSSP Rahul Ulhas Joshi, M.S. Thesis, May 2004 (nVIDIA compiler group)
  An Assembler for the MSSP Distiller Eric Zimmerman, B.S. Thesis, May 2004 (continuing for M.S.)
  Program Orienteering Naveen Neelakantam, M.S. Thesis, April 2004 (continuing for Ph.D.)