Heterogeneous Parallel and Distributed Computing
(HPDC) system is a process whereby sets of workstations (WSs)/PCs
connected by a network are used collectively to solve a single large
problem. As more and more WSs/PCs are interconnected with high-speed
local area networks, the combined computational resource may exceed
the power of a single high-performance computer. The interconnected
computers in HPDC system may be made by different vendors or have
different compilers, may have to contend with different types of
heterogeneity:
- Architecture
- Data format
- Machine load
- Network load.
About HPDC Research lab
HPDC Research Lab has been active since November
of 2001. The research team, composed of Mr. Sajjad Ali Mushtaq,
Mr. Usman Aftab, Mr. Abubakar, Mr. Imtiaz Ahmed is headed by Mr.
Haroon Rashid (Director CIIT Abbottabad). The HPDC Department also
has close collaboration with Faculty of KFUPM (King Fahad University
of Petroleum and Minerals, Saudi Arabia) and University of HoKaido,
Japan. The HPDC Research Lab comprises of a heterogeneous computing
environment consisting of x86 machines running various operating
systems, i.e. RedHat, FreeBSD, Solaris, and windows. LAM/MPI and
PVM libraries are being used for parallel and message passing programming.
Fields of research
HPDC department is focusing on the core issues
of Distributed Computing i.e. Load Balancing Scheduling Grain Size
Problem The research in HPDC lab is being carried out on empirical
tests using various problem domains, such as:
- Simulation for rotating fluid in centrifuge
- Image ray tracing and 3D rendering
- Solving computationally intensive equations
- Different empirical tests are being performed on these problems
to achieve balanced and efficient results i.e. maximum CPU utilization
and minimum response time, exploiting HPDC environment.
Purpose/Aims and Objectives The
HPDC Research Lab has been established to provide CIIT:
- A high performance Computing Environment in order to support
multidisciplinary research efforts in HPDC Systems.
- A resource for MS and M-Phil students to carryout their thesis
and Dissertation Research work.
- To become "Center of Excellence" in HPDC arena
in Pakistan
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