ParaView + Alya + D8tree: Integrating High Performance Computing and High Performance Data Analytics
نویسندگان
چکیده
منابع مشابه
ParaView + Alya + D8tree: Integrating High Performance Computing and High Performance Data Analytics
Large scale time-dependent particle simulations can generate massive amounts of data, making it so that storing the results is often the slowest phase and the primary time bottleneck of the simulation. Furthermore, analysing this amount of data with traditional tools has become increasingly challenging, and it is often virtually impossible to have a visual representation of the full set. We pro...
متن کاملHigh Performance Computing and Big Data Analytics – Paradigms and Challenges
The advent of technology has led to rise in data being captured, stored and analyzed. The requirement of improving the computational models along with managing the voluminous data is a primary concern. The transition of the High Performance Computing from catering to traditional problems to the newer domains like finance, healthcare etc. necessitates the joint analytical model to include Big Da...
متن کاملIntegrating High Performance Computing and Virtual Environments
High performance computing has become accepted as a tool that can be used to solve many large scale computational problems. Because of the complexity of the problems associated with high performance computing, visualization of the output of high performance computing applications has always been an important factor in providing a complete problem solving environment for the high performance com...
متن کاملAchieving High Performance for Big Data Analytics
Irregular algorithms such as graph algorithms, sorting, and sparse matrix multiplication, present numerous programming challenges that include scalability, load balancing, and efficient memory utilization. In this age of Big Data we face additional challenges since the data is often streaming at a high velocity and we wish to make near real-time decisions for real-world events. For instance, we...
متن کاملData Distribution Specification for High Performance Computing
High performance computing (HPC) architectures are specialized machines which can reach their peak performance only if they are programmed in a way which exploits the idiosyncrasies of the architecture. An important feature of most such architectures is a physically distributed memory, resulting in the requirement to take data locality into account independent of the memory model o ered to the ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Procedia Computer Science
سال: 2017
ISSN: 1877-0509
DOI: 10.1016/j.procs.2017.05.170