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Some Computer Engineering
course lecture notes
available online
Dr. Manuel Carcenac([email protected])The following course lecture notes
are freely available to anyone interested.
Course on Advanced GPU Computing - CUDA - CUBLAS
Compute
Unified Device Architecture (CUDA) - Graphic Processing Unit (GPU) -
coprocessor - General
Purpose Graphic Processing Unit (GPGPU) - compute capability - Tesla C2050 -
NVIDIA - shared
memory system - Single Instruction Multiple Threads (SIMT) - data-based
parallelism - grid
- block - thread - multiprocessor - core - host - device - CUDA C - host
memory - device memory - host
code - device code - kernel - thread synchronization - nvcc - cache memory -
shared memory - CUda
Basic Linear Algebra Subprograms (CUBLAS) - helper function - core function -
leading dimension - column-major
storage - matrix multiplication - linear system resolution with Gauss method
- all
pairs n-body problem
primitive data type
- reference data type - object oriented programming - encapsulation - data abstraction -
inheritance - polymorphism - subclasses - inheritance - method overloading - method overriding -
abstract method - interface - nested top-level class - nested top-level
interface - inner class - exception handling - thread - package - JDK
Abstract
Windowing Toolkit (AWT) - Swing - event listener - OpenGL - JOGL 2.0 - JOGL event listener - GLU
Course on Advanced 3D
Graphics in Java and Java OpenGL (JOGL 2) Euler angles -
gimbal lock - texture - NURBS - Fractal landscape - diamond-square algorithm
- kinematic animation
- cubic spline interpolation - articulated structure - dynamic animation -
time integration
Course on Analysis of Algorithms
running
time - order of growth - asymptotic notations - algorithmic complexity -
recursion tree method - brute
force - divide and conquer - binary search - merge sort - greedy algorithm -
activity selection problem - fractional
knapsack problem - dynamic programming - matrix chain multiplication problem
- longest common subsequence (LCS) problem
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