教學大綱與進度

課程基本資料：

學年期	課號	課程名稱	階段	學分	時數	修	教師	班級	人	撤	備註
110-1	294620	平行運算	1	3.0	3	★	楊元森	防災所	15	2	◎上限15人

教學大綱與進度：

教師姓名	楊元森
Email	ysyang@ntut.edu.tw
最後更新時間	2021-09-16 13:23:13
課程大綱	Complicated scientific computing, huge data processing, and image analysis intense the requirement of high-performance computing knowledge in the computer applications in engineering. Current popular computer architectures, in terms of high performance computing, are different from those a few decades ago, especially the shared-data architectures and GPU architectures in medium scale problems are getting much popular and widely used in practical applications. This course mainly focuses on OpenMP in details for shared memory architectures with C++ implementations and coding exercises of related scientific problems, as well as introduction to message passing interface (MPI) for distributed memory architectures and CUDA for GPU architectures. The problems include heat transfer problems, image processing and analysis, and matrix multiplications.
課程進度	Current progress: W01: History and impacts of high-performance computing W02: Introduction to OpenMP and its exercise (I) W03: Introduction to OpenMP and its exercise (II) W04: Introduction to heat problems, from mathematical partial equations to computer solutions. W05: Introduction to dynamic arrays and OpenCV for matrix operations and visualization. W06: Heat problem and programming W07: OpenMP parallelization exercises W08: 2D visualization and image manipulation W09: Midterm W10: Image searching and matching with parallelization W11: Midterm presentations W12: 2D Fluid Dynamics W13: GPU/CUDA and matrix multiplication W14: Complexity analysis of summation on grid mesh architecture W15: Message-passing interface (MPI) and matrix multiplication exercise W16: Graph partitioning W17: Final presentations W18: Technical report writing
評量方式與標準	Midterm (programming) 30% +/- 5% Proposal presentation 15% +/- 5% Final presentation and report 40% +/- 5% Misc. 15% +/- 5%
使用教材、參考書目或其他	【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：是 Grama, A. (Ed.). (2003). Introduction to parallel computing. Pearson Education.
課程諮詢管道	Email to ysyang@ntut.edu.tw with title of "About NTUT Course: Parallel Computing, from 110428xxx (your student ID)" or 「有關平行運算, 學號 110428xxx (你的學號)」. Email without correctly formatted title could be ignored.
備註	●上課方式：遠距上課 ●評量方式： Under the premise of the government and university regulations, the lecturer will try to carry out the midterm and final examination online through Google Meet with all attendees' webcam on. He will try to run a rehearsal prior to the midterm and final examination. The online examination is open book, allowing Internet surveying, but no human communication is allowed. ●補充說明資訊： You need to use the Google account given from NTUT (which typically is 110428xxx@ntut.org.tw) to attend the online lecture and examinations.