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Computer Systems Lab TJHSST Philosophy Creativity Opensource accessibility to knowledge Research Information and resource availability 2 TJ Techlabs Astronomy Co-req: Astronomy - The Universe or Solar System Automation and Robotics

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philosophy
Philosophy
  • Creativity
  • Opensource accessibility to knowledge
  • Research
  • Information and resource availability

2

tj techlabs
TJ Techlabs
  • Astronomy
    • Co-req: Astronomy - The Universe or Solar System
  • Automation and Robotics
    • Recom: Princ. of Robotics I, II, Analog/Digital Elec., Pre-engineering, Prototype Dev.
  • Chemical Analysis
    • Pre-req: AP Chemistry
  • Computer Assisted Design
    • Pre-req: CAD, Recom: Arch. Drawing, Engineering Drawing, Pre-engineering

3

tj techlabs4
TJ Techlabs
  • Computer Systems
    • Pre-req: AP Computer Science
    • Recom: Intro. to AI, Comp. Arch, Supercomputer Apps
  • Energy Systems
    • Recom: Pre-engineering, Analog Elec., Nature of Materials, CAD
  • Biotechnology
    • Pre-req: Bio elective, Bio-tech elective, or Chem. elective, Recom: DNA Science 1
  • Microelectronics
    • Recom: Analog, Digital, or Audio Electronics, or Microprocessor Design

4

tj techlabs5
TJ Techlabs
  • Oceanography and Geophysics
    • Recom: Marine Biology
  • Optics and Modern Physics
    • Recom: Advanced Optics Apps or Quantum Mechanics and Dev. in Modern Physics
  • Prototyping and Engineering Materials
    • Recom: Prototype Dev. and Processing or Nature of Materials
  • Video Technology
    • Pre-req: Videotech and Communications
    • Recom: Analog Electronics, Audio Electronics, or Photography

5

tj techlabs portfolio skills we stress
TJ Techlabs - PortfolioSkills We Stress
  • Writing – Technical Research Paper
  • Visual presentation – Digital poster
  • Oral presentation – PPT slides of the research
  • Research
  • Long term project development – iterative models
  • Working individually and in teams
  • Record keeping
  • Peer evaluation

6

electives computer systems lab
Electives – Computer Systems Lab
  • Artificial Intelligence
  • High Performance Computing and Supercomputer Applications
  • Computer Architecture
  • Comparative Languages

7

computer science at tjhsst
Computer Science at TJHSST

http://www.tjhsst.edu/compsci

  • Full four-year sequence in Computer Science.
  • The Computer Science Team is part of the Math/CS Division and the Computer Systems Lab is part of the Science and Technology Division.
  • Our collective goal is to provide a world class Computer Science education to our students and to disseminate curriculum materials to other academic institutions.

8

computer science at tjhsst9
Computer Science at TJHSST

http://www.tjhsst.edu/compsci

  • Introduction to Computer Science
    • A mandatory course for all TJ students, the intro. course assumes no prior programming experience. Students study object-oriented programming and develop fundamental programming skill. In preparation for the AP course, Java is the language of instruction.

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computer science at tjhsst10
Computer Science at TJHSST

http://www.tjhsst.edu/compsci

  • AP Computer Science
    • An elective course available to all students who have completed Introduction to Computer Science, APCS follows the College Board topic outline. This course carries an additional 0.5 quality point in GPA calculation and pepares students to take the APCS Exam given each May.

10

computer science at tjhsst11
Computer Science at TJHSST

http://www.tjhsst.edu/compsci

  • Accelerated Computer Science
    • A non-traditional route designed for experienced programmers only, this course requires exceptional problem solving skills (by TJ standards).

11

computer science at tjhsst12
Computer Science at TJHSST

http://www.tjhsst.edu/compsci

  • Summer School
    • How better to spend five weeks of summer than learning Computer Science with 140 of your closest TJ friends. A great way to fit more into your cramped schedule, the summer school program thrives because of students aides (upperclassmen, apply early). An accelerated class is usually formed during the second week. Not only is there an ice cream social and a pizza party, but you may even get to work with teachers from outside TJ.

12

computer science at tjhsst13
Computer Science at TJHSST

http://www.tjhsst.edu/compsci

  • Artifical Intelligence
    • A half-credit semester course requiring APCS as a prerequisite, students program in Python in a Linux environment. This class carries the same extra grade point value as an AP course.
  • Computer Architecture
    • A half-credit semester course requiring APCS as a prerequisite, students program in C in a Linux environment. This class carries the same extra grade point value as an AP course.

13

computer science at tjhsst14
Computer Science at TJHSST

http://www.tjhsst.edu/compsci

  • Supercomputer Applications
    • A half-credit semester course with a suggested APCS prerequisite, students program in C and Fortran in multiple UNIX environments. This class will get you an account on our Cray SV1 supercomputer.
  • Comparative Languages
    • A half-credit semester course with a suggested APCS prerequisite, students program in Python, LISP, C++, Prolog, Smalltalk, ML and other exotic tongues in a Linux environment. Veni, vidi, vici.

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computer science at tjhsst15
Computer Science at TJHSST

http://www.tjhsst.edu/compsci

  • Senior Tech Lab
    • One credit in Technology Independent Research, such as this course in Computer Systems Research, is required for graduation from TJ.

15

artificial intelligence
Artificial Intelligence
  • Search techniques for problem solving
    • Uninformed: depth first, breadth first
    • Heuristic: hill climbing, best first, A Star
  • Game playing and adversarial search
    • Minimax trees
    • Alpha-beta pruning
  • Machine Learning
    • Evolutionary computation, genetic algorithms

16

supercomputer and high performance computing
Supercomputer and High Performance Computing
  • Parallel Computing
    • Speedup of processing: Time/# of processors
    • Sorts, searches, image processing across matrices, fractal images
  • MPI – Message Passing Interface
    • Message sending topologies, ring/broadcast
    • Time vs number of processors
  • Computer Graphics in OpenGL
    • 3D transformations, lighting for realism

17

computer architecture
Computer Architecture
  • Organization of Computer Systems
  • High level language implementations down to the digital logic level
  • SPIM simulator for assembly language
  • History of the development of computing machines
    • Evaluate current platforms
    • Analyze future forecasts

18

comparative languages
Comparative Languages
  • Evolution of programming languages
  • Syntax and semantics representation
  • Machine parsing of grammars, building a compiler
  • Some issues: Exception handling, Concurrency, Garbage collection
  • Language approaches: imperative, object oriented, functional, logic based

19

comparative languages20
Comparative Languages
  • Scheme
    • functional programming language and a dialect of Lisp. It was developed in the 1970s, MIT. Lisp, 1958, is the second-oldest high-level programming language in widespread use today; only Fortran is older.
  • Smalltalk
    • object oriented programming language designed at Xerox PARC (Xerox Palo Alto Research Center) by Alan Kay and others during the 1970s...great influence on the development of many other computer languages

20

comparative languages21
Comparative Languages
  • Prolog
    • Programmation en logique (French for "logic programming"), created by Alain Colmerauer around 1972 to make a programming language enabling the expression of logic instead of specified instructions on the computer.
  • ML
    • functional programming language developed by Robin Milner and others in the late 1970s at Edinburgh University. CMU

21

comparative languages22
Comparative Languages
  • C programming language
    • low-level standardized programming language developed in the early 1970s by Ken Thompson and Dennis Ritchie for use on the UNIX operating system.
  • Fortran
    • compiled, programming language originally developed in the 1950s and still heavily used for scientific computing and numerical computation half a century later.

22

comparative languages23
Comparative Languages
  • Python
    • interpreted, interactive programming language created by Guido van Rossum in 1990. Used in our AI course.
  • Ruby
    • object-oriented language, combines syntax inspired by Ada and Perl with Smalltalk-like features, also shares some features with Python, Lisp. Ruby's an interpreted language created by Yukihiro "Matz" Matsumoto, began working on Ruby on February 24, 1993 and released to the public in 1995.

23

gmu collaborations
GMU Collaborations
  • CS 635 Foundations of Parallel Computing
    • Fall 2004, Dr. Pearl Wang
  • CS 363 Comparative Programming Languages
    • Spring 2005, Dr. Elizabeth White
  • CS 499 Autonomous Robotics
    • Spring 2005, Dr. Sean Luke
  • MASON Multiagent Simulation Toolkit
    • Evolutionary Computation, Dr. Sean Luke

24

gmu collaborations25
GMU Collaborations
  • Center for Social Complexity
    • Dr. Claudio Cioffi-Revilla
    • CSS 600 Introduction to Computational Social Science
    • CSS 610 Computational Analysis of Social Complexity
    • CSS 640 Human and Social Evolutionary Complexity
    • CSS 643 Land-Use Modeling Techniques and Applications

25

gmu collaborations26
GMU Collaborations
  • Center for Social Complexity
    • Dr. Claudio Cioffi-Revilla, Dr. Ann Palkovich
    • CSS 600 Introduction to Computational Social Science
    • CSS 610 Computational Analysis of Social Complexity
    • CSS 640 Human and Social Evolutionary Complexity
    • CSS 643 Land-Use Modeling Techniques and Applications
    • CSS 645 Spatial Agent-based Models of Human-Environment Interactions
    • CSS 650 Physics Methods for Analyzing Social Complexity
    • CSS 660 Computational Social Science of Spacefaring Civilization

26

computer systems research goals for students
Computer Systems ResearchGoals for Students
  • Pursue an individual or group research project in computer science
  • Write a formal research paper in support of the project
  • Develop presentation skills in support of the project
  • Maintain records of individual effort and progress

27

computer systems research lab requirements
Computer Systems ResearchLab Requirements
  • Project proposal
  • Formal research paper
  • Oral presenations
  • Poster display
  • Project website/notebook folder
  • Logs

28

computer systems research 1st quarter
Computer Systems Research1st Quarter
  • Gather preliminary background materials, references
  • Develop formal project proposal
    • Feasability of subject matter, scope
    • Algorithms, language(s), software tools
    • Open ended, what can be accomplished this year
  • Begin writing programs experimenting with algorithms
  • Oral report on your proposal

29

computer systems research 2nd quarter
Computer Systems Research2nd Quarter
  • Expanding upon research, reference materials
  • Expand program in support of research goals
  • Develop digital poster display
  • Research paper preliminary: Title, Abstract, Introduction/Background
  • Oral presentation on your poster

30

computer systems research 3rd quarter
Computer Systems Research3rd Quarter
  • Begin finalizing computer programs, models
  • Summarization of data collected, tests, results
  • Draft of your research paper
    • Title, Abstract, Introduction, Background
    • Development sections, what you've actually done
    • Preliminary results, conclusions

31

computer systems research 4th quarter
Computer Systems Research4th Quarter
  • Final version of your research paper
    • LaTeX, PDF, PS, HTML
  • Final version of your digital poster
  • Visuals – graphs, charts, screenshots
  • Oral presentation of project

32

computer systems research resources
Computer Systems Research Resources
  • Research Resources
    • Research examples from universities
    • Computer Science research areas
    • Writing a research paper
      • Mayfield Publications
    • LaTeX, PDF
    • Writing a proposal
    • Intel and Westinghouse example projects
    • Gantt charts/Time lines

33

computer systems research iterative development model
Computer Systems ResearchIterative Development Model
  • Periodic Iteration Progress reports
    • See extremeprogramming.org
  • Plan, design, goal of this iteration
  • Pseudo code versions, sketches
  • Commented code
  • Testing, validation of this iteration's code
  • What to change, develop for next iteration
  • Any users for feedback?

34

computer systems research peer faculty review
Computer Systems ResearchPeer/Faculty Review
  • Peer assessments of research progress, poster and paper feedback
  • Appropriate title, abstract?
  • Introduction, does it lead the reader into the body of the paper, define the research being presented, provide background?
  • Research theory, code content, testing and validation – how clearly are the algorithms and theory stated, thorough testing, analysis?

35

computer systems research peer faculty review36
Computer Systems ResearchPeer/Faculty Review
  • Student Posters and Papers 2005 -
    • http://www.tjhsst.edu/~rlatimer/assignments2004/posters05.html
    • or see top of www.tjhsst.edu/~rlatimer

36

computer systems research research writing resources
Computer Systems ResearchResearch Writing Resources
  • Mayfield Handbook for Technical and Scientific Writing
  • Detailed online resource
  • Elements of Technical Documents
  • Front matter, Body, End matter

37

intel science talent search sieman s westinghouse comp
Intel Science Talent SearchSieman's Westinghouse Comp.
  • Review of Abstracts, Titles from recent years
  • Which are applicable to computer science?

38

linux resources and software tools opensource availability
Linux Resources and Software Tools – Opensource availability
  • Programming
    • C/C++, Java, Fortran, Python, Lisp
    • PHP, Perl, HTML for WWW
    • OpenGL – computer graphics
  • Image processing – Gimp
  • 2D/3D analysis - Gnuplot
  • Openoffice for ppt, publishing
  • LaTex, PDF, PS for scientific writing
  • “planner” - Gantt charts, “dia” - flow charts, network diagrams, UML – objects, electronic diagrams...

39

computer systems lab hardware
Computer Systems LabHardware
  • Linux workstations
  • Mosix Cluster (being constructed)
  • Cray SV1, 16 processors
    • C, Fortran, vector processing
    • Parallel programming, MPI, PVM

40

computer systems lab accessing from home
Computer Systems LabAccessing from Home
  • WinSCP – Transfer files from Windows to the Lab
  • Putty.exe – work from home, connected from Windows/Macs to Linux here
  • “Compatable” software with Windows/Macs

41

computer systems lab project areas 2004 05
Computer Systems LabProject Areas 2004-05
  • Algorithms
    • Variants of Red-Black Trees
  • Agent-based modeling of complex systems
    • A Study of Microevolution
    • Modeling of Evolutionary Systems
    • Modeling of Evacuation Centers
    • Traffic Modeling
    • Model of the Decomposition of the Atmosphere

42

computer systems lab project areas 2004 0543
Computer Systems LabProject Areas 2004-05
  • Modeling of Complex Systems (cont.)
    • Saturnian Moon System
    • Robot Swarms
    • Sabermetrics: Statistical Modeling in Baseball
    • A Bowling Ball in Action
  • Machine Learning, Evolutionary Computation
    • Machine Learning to Develop a Game Playing Strategy
    • Can a Robot Learn to Walk
    • Assessment of Sorting Parts by Variable Slot Width

43

computer systems lab project areas 2004 0544
Computer Systems LabProject Areas 2004-05
  • Natural Language Processing, Computational Linguistics
    • Part of Speech Tagging with Training Corpora
      • Example: “Hospitality NN is BEZ an AT excellent JJ virtue NN”
      • NN: singular common noun, BEZ: is, AT: article, JJ: general adjective
    • Computational Comparative Diachronic Historical Linguistics
  • Systems Programming, Development
    • Kernel Debugging API Library

44

computer systems lab project areas 2004 0545
Computer Systems LabProject Areas 2004-05
  • Computational Biology
    • Investigation of Implementations of DNA Sequence Pattern Matching Algorithms (BLAST)
  • Computer Architecture
    • Construction and Application of a Beowulf Cluster

45

computer systems lab project areas 2004 0546
Computer Systems LabProject Areas 2004-05
  • Computer Graphics
    • Polygon Mesh Rendering (03-04)
    • Creating a 3D Game with Textures and Lighting
    • Car Simulation and Modeling
  • Computer Music
    • Genetic Algorithm Music Composer
  • Software Development
    • Software Development Team

46

computer systems lab mentorship opportunities
Computer Systems LabMentorship Opportunities
  • Naval Research Lab
    • Artificial Intelligence
    • Robotics Labs
    • Computer Vision, Image Processing
  • Virtual Technologies
    • Software Development
  • GMU – Center for Social Complexity
    • Agent based modeling

47

computer systems lab mentorship opportunities48
Computer Systems LabMentorship Opportunities
  • UUnet
    • Internet, Network programming
    • 7 layers of Internet protocol
  • GMU – Computer Science Department
    • Artificial Intelligence, Robotics Labs
    • Computer Vision, Image Processing
  • Walter Reed Army Intstitute
  • NIH
    • Biotech, image processing programming

48

computer systems lab mentorship opportunities49
Computer Systems LabMentorship Opportunities
  • Semi-Autonomous Control of a Segway Robotic Mobile Platform - NRL
  • The Effect of Sound Distortion on Hearing Perception - NRL
  • Development of a Web Interface for Accessing Chemical Information in Thor and Informix Databases – Walter Reed Army Institute
  • Development of a Data Measuring Application for Federates Used in Simulations – Virtual Technologies

49