Goals: This course is intended to provide a background and experience in design and development of high performance data parallel applications. Course Description: This course covers multi-level parallelism, parallel programming, and software optimization using data parallel problems in the multimedia domain. The course will use video and image processing problems to understand complexity, parallelism, architecture dependencies, and development of high performance applications. The course will introduce efficient programming techniques including software optimization, SIMD programming, Open MP, and mutithreaded programming. The course will use Intel software development tools (Compiler, Advisor, VTune) and will include hands-on parallel pro...
Description This course includes topics on code optimization for x86 platforms (Intel and AMD CPUs)...
I am broadly interested in the area of parallel systems, including, multicore architectures, paralle...
The study of High Performance Computing has historically been reserved for higher-level education. H...
Parallel computing is a broad field of computer science concerned with the architecture, HW/SW syste...
Academic research and engineering challenge both require high performance computing (HPC), which can...
Parallel processing and distributed computing are two areas attracting a great deal of attention. Se...
Description The course introduces the basics of parallel programming with the message-passing inter...
Low-cost parallel computers such as PC clusters are becoming available, and many computationally int...
Software must be optimized for both threaded and SIMD vector parallelism to achieve scaled performa...
Modern computing platforms provide unprecedented amounts of raw computational power. But significant...
The goal of this lab exercise is to develop a parallel compute-intensive application to be run on an...
We describe a successful addition of high performance computing (HPC) into a traditional computer sc...
Parallel computing is currently used in many engineering problems. However, because of limitations i...
Abstract: oneAPI is a major initiative by Intel aimed at making it easier to program heterogeneous a...
It is essential that computer science students learn how to leverage parallelism to accelerate their...
Description This course includes topics on code optimization for x86 platforms (Intel and AMD CPUs)...
I am broadly interested in the area of parallel systems, including, multicore architectures, paralle...
The study of High Performance Computing has historically been reserved for higher-level education. H...
Parallel computing is a broad field of computer science concerned with the architecture, HW/SW syste...
Academic research and engineering challenge both require high performance computing (HPC), which can...
Parallel processing and distributed computing are two areas attracting a great deal of attention. Se...
Description The course introduces the basics of parallel programming with the message-passing inter...
Low-cost parallel computers such as PC clusters are becoming available, and many computationally int...
Software must be optimized for both threaded and SIMD vector parallelism to achieve scaled performa...
Modern computing platforms provide unprecedented amounts of raw computational power. But significant...
The goal of this lab exercise is to develop a parallel compute-intensive application to be run on an...
We describe a successful addition of high performance computing (HPC) into a traditional computer sc...
Parallel computing is currently used in many engineering problems. However, because of limitations i...
Abstract: oneAPI is a major initiative by Intel aimed at making it easier to program heterogeneous a...
It is essential that computer science students learn how to leverage parallelism to accelerate their...
Description This course includes topics on code optimization for x86 platforms (Intel and AMD CPUs)...
I am broadly interested in the area of parallel systems, including, multicore architectures, paralle...
The study of High Performance Computing has historically been reserved for higher-level education. H...