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Item specifics
- Condition
- PublishedOn
- 2014-05-19
- Title
- Accelerating Java on Embedded GPU
- ISBN
- 9783659531859
- Publication Year
- 2014
- Type
- Textbook
- Format
- Paperback
- Language
- English
- Publication Name
- Accelerating Java on Embedded Gpu
- Item Height
- 229mm
- Publisher
- LAP
- Item Width
- 152mm
- Subject
- Engineering & Technology
- Item Weight
- 200g
- Number of Pages
- 128 Pages
About this product
Product Information
Multicore CPUs and GPUs (Graphics Processing Units) are omnipresent in today's market-leading smartphones and tablets. With CPUs and GPUs getting more complex, maximizing hardware utilization is becoming problematic. The challenges faced in GPGPU (General Purpose computing using GPU) on embedded platforms are different from their desktop counterparts due to their memory and computational limitations. This book evaluates the performance and energy efficiency achieved by offloading Java applications to an embedded GPU. Our experiments were conducted on a Freescale i.MX6Q SabreLite board which encompasses a quad-core ARM Cortex A9 CPU and a Vivante GC 2000 GPU that supports the OpenCL 1.1 Embedded Profile. We successfully accelerated Java code and reduced energy consumption by employing two approaches, namely JNI-OpenCL, and JOCL, which is a popular Java-binding for OpenCL. These approaches can be easily implemented on other platforms by embedded Java programmers to exploit the computational power of GPUs. Our results show up to an 8 times increase in performance efficiency and 3 times decrease in energy consumption compared to the embedded CPU-only execution of Java program.
Product Identifiers
Publisher
LAP
ISBN-13
9783659531859
eBay Product ID (ePID)
229382982
Product Key Features
Publication Name
Accelerating Java on Embedded Gpu
Format
Paperback
Language
English
Subject
Engineering & Technology
Publication Year
2014
Type
Textbook
Number of Pages
128 Pages
Dimensions
Item Height
229mm
Item Width
152mm
Item Weight
200g
Additional Product Features
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WRAP Ltd.
Mubin Ahmed
Unit 4
119 Loverock Road
Reading
Berkshire
RG30 1DZ
United Kingdom
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