GPU-Graphics Processing Unit
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2015, Vol 3, Issue 1
Abstract
In this paper we describe GPU and its computing. GPU (Graphics Processing Unit) is an extremely multi-threaded architecture and then is broadly used for graphical and now nongraphical computations. The main advantage of GPUs is their capability to perform significantly more floating point operations (FLOPs) per unit time than a CPU. GPU computing increases hardware capabilities and improves programmability. By giving a good price or performance benefit, core-GPU can be used as the best alternative and complementary solution to multi-core servers. In fact, to perform network coding simultaneously, multi core CPUs and many-core GPUs can be used. It is also used in media streaming servers where hundreds of peers are served concurrently. GPU computing is the use of a GPU (graphics processing unit) together with a CPU to accelerate generalpurpose scientific and engineering applications. GPU was first manufactured by NVIDIA. CPUs have few cores which is used for serial processing and GPUs have thousands of smaller cores which are more efficient, designed for parallel processing. So, CPU + GPU is a powerful combination. Whenever the code is run on the machine, CPU runs serial portion and GPU runs parallel portion. GPU is used for general purpose applications like arithmetic and it is also used for gaming.
Authors and Affiliations
Ramani Shrusti K, Desai Vaishali J, Karia Kruti K.
A Hardware Efficient FIR Filter for Wireless Sensor Networks
Finite-impulse response (FIR) Filter is widely used in wireless sensor networks as a signal pre-processing step. Because sensor nodes require a long working periods and ultra-low cost, traditional FIR structures are in a...
Analysis of Framed Structure with Conventional and Composite Column
The previous few decades have seen exceptional advances in the utilization of composite materials in structural applications. Structural members that are comprised of at least two distinct materials are known as composit...
Constraints over Greenhouse Detection using Wireless Sensor Networks
Due to uneven natural distribution of rain water it is very crucial for farmers to monitor and control the equal distribution of water to all crops in the whole farm or as per the requirement of the crop. There is no ide...
Risk Management in Infrastructure Projects
Management of risks in the infrastructure projects has been categorized of utmost importance to the process of management so that the project objectives and motives in terms of time, cost, quality may be accomplished. Th...
Fast and Highly Scalable Multiresolution Linear Word based Clustering in Multidimensional data
Clustering problems are well known in database literature for their use in numerous applications. Multidimensional data always is a challenge for clustering algorithms. The Halite, fast and scalable clustering method tha...