|Office Hours:||M-F, 10-11 AM; or by arrangement|
|Class Location:||KEC 124|
|Class Times:||T/Th 2:00 - 3:15|
CS 365 - Parallel and Distributed Computing
This course explores the theory and practice of designing and implementing programs to run on multiple processors in parallel. A number of programming projects using C/C++ with the pthreads and MPI libraries will provide an opportunity to implement and benchmark parallel programs. Additional topics may include OpenMP, fork/join frameworks, Java threads, GPU computation, lock-free and optimistic concurrency, distributed object frameworks, and general network communication using sockets.
Peter Pacheco, An Introduction to Parallel Programming
Course Structure and Expectations
This main goal for this course is to introduce the theory and practice of designing and implementing parallel programs. A parallel program executes on multiple processors or computers simultaneously. For problems that are amenable to parallelization, a parallel program can complete a computation much faster than a sequential program.
This course will have challenging programming assignments. They will be challenging for several reasons:
- Designing parallel algorithms is hard. We will cover a number of good strategies for designing parallel algorithms, but you should expect to spend significant time up-front using pencil and paper to design an algorithm for your program before you start coding.
- Reasoning about the behavior of parallel programs is much more complicated than reasoning about the behavior of sequential programs. You should expect to spend significant time and energy debugging your programs.
- Threading and message-passing libraries, such as pthreads and MPI, are complex. You should expect to spend a significant amount of time reading the text and online resources to get up to speed.
For all of these reasons, it is absolutely essential that you start programming assignments early. I will give you plenty of time to complete each assignment, but if you wait until the last minute to start, I will not make a heroic effort to help you complete it. For some assignments, I may ask you to submit a written design, with an outline of your algorithm, before you start the implementation.
We will be writing programs in the C programming language. If you do not know C well, you will need to get up to speed quickly. I recommend any of the following books:
- Samuel P. Harbison, Guy L. Steele, C: A Reference Manual. If you're going to buy one C book, this is an excellent one.
- Peter Prinz, Tony Crawford, C in a Nutshell. Another very good general reference on C.
- P.J. Plaugher and Jim Brodie, Standard C: A Reference. An excellent quick reference. Any edition is fine.
- Peter Prinz, Ulla Kirch-Prinz, C Pocket Reference. Another good quick reference.
We will be developing and running programs on computers running Linux. You may wish to buy a general introduction to Linux or Unix.
By the end of this course, you will be able to:
- Design and implement parallel programs using threading and message-passing methods of communication between parallel tasks
- Run parallel programs on multiprocessors and clusters
- Understand and analyze the performance of parallel algorithms and programs
Grades are assigned on a 100-point scale:
Numeric Range Letter Grade 90-100 A (4.0) 85-90 B+ (3.5) 80-85 B (3.0) 75-80 C+ (2.5) 70-75 C (2.0) 60-70 D (1.0) 0-60 F (0.0)
Your overall grade for the course will be determined as follows:
- Programming assignments: 40%
- Two midterm exams: 30% (15% each)
- Final exam: 15%
- Written homework and short programming exercises: 5%
- Quizzes: 5%
- Attendance and participation: 5%
Please check the course web page, http://faculty.ycp.edu/~dhovemey/spring2013/cs365/, regularly for important announcements.
Reading assignments will be posted on the course web page. I expect you to do the reading before class. When I give a lecture, I will assume you have done the reading. I encourage you to use class time to ask questions about parts of the reading you did not understand to your satisfaction.
Posting and submission of assignments and labs
Assignments will be posted on the course web page, http://faculty.ycp.edu/~dhovemey/spring2013/cs365/.
Assignments will be submitted using the server https://cs.ycp.edu/marmoset. You will receive an email containing the username and password you should use for this server.
The college catalog states the following:
Academic dishonesty will not be tolerated at York College. Academic dishonesty refers to actions such as, but not limited to, cheating, plagiarism, fabrication of research, falsification of academic documents, etc., and includes all situations where students make use of the work of others and claim such work as their own.
Please refer to the college catalog for an explanation of the official college policies relating to academic integrity.
The following policy pertains to homework and graded (individual) programming assignments in this course:
All homework assignments and graded (individual) programming assignments are to be completed individually. I encourage you to discuss high level concepts and strategies with other students, but any work you submit must be yours alone.
Direct copying of code or other work from other students, web sites, or other sources is absolutely forbidden under any circumstances.
Any sources (books, websites, articles, fellow students, etc.) that you consult in completing an assignment must be properly acknowledged. In general, I strongly discourage you from using any resource not explicitly listed in the course syllabus or on the course web page. When you work on a programming assignment, it must be your program, not your adaptation of someone else's program.
In order to receive credit for an individual homework assignment or programming assignment, you must submit a signed attestation confirming that you completed the assignment on your own, and did not copy any code or other material from any person or source.
Quizzes and exams must be completed individually.
Any violation of the course's academic integrity policy will be referred to the Dean of Academic Affairs, and could have consequences ranging from a 0 on an assignment to dismissal from the college.
Late assignments will be marked down 10% per day late. No credit is given for assignments turned in more than three (3) days late.
No make-up exams will be given without approval of the instructor prior to class unless proof of extreme emergency or illness is provided. All exams will be open book and open notes.
Attendance and Participation
I expect you to attend class and participate regularly in class activities. If you miss a class, please notify me in advance. You are responsible for all material covered in class, regardless of whether or not you were present. If you attend and participate in class regularly, you can expect to receive full credit for attendance and participation. Frequent absence and/or lack of participation in class activities will reduce the credit you receive for attendance and participation.
I expect you to conduct yourself as a professional in this course. Professionalism includes:
- Respect for and courteous interaction with peers, faculty and facilities;
- Integrity, which includes at its core honesty, responsibility and accountability for one’s own actions;
- Sensitivity and appreciation for diverse cultures, backgrounds, and life experiences;
- Constructive evaluation, which means that criticism is offered and accepted in a productive manner;
- Self-reflection and identification of one’s own strengths and weaknesses;
- Responsibility for one’s own education and learning;
- An attitude that fosters professional behavior in colleagues and peers;
- Punctuality at meetings and class sessions;
- Attentive behavior during class sessions, avoiding personal or social use of cell phones, laptops, or other electronic devices;
- Acknowledgement of the Kinsley Engineering Center as a professional workplace, and treatment of this facility as a business or office space, not as an informal space.
I reserve the right to enforce this code through the York College Code of Student Conduct.
Use of Personal Technology in the Classroom
While York College recognizes students’ need for educational and emergency-related technological devices such as laptops, PDA’s, cellular phones, etc., using them unethically or recreationally during class time is never appropriate. The college recognizes and supports faculty members’ authority to regulate in their classrooms student use of all electronic devices.
York College recognizes the importance of effective communication in all disciplines and careers. Therefore, students are expected to competently analyze, synthesize, organize, and articulate course material in papers, examinations and presentations. In addition, students should know and use communication skills current to their field of study, recognize the need for revision as part of their writing process, and employ standard conventions of English usage in both writing and speaking. Students may be asked to further revise assignments that do not demonstrate effective use of these communication skills.