Shifted competely connected network (SCCN) : architecture of hierarchical interconnection network to improve the performance of massively parallel computer systems /

At the current time, finding an alternative computing device with extreme computation power became the main concern of the research community. Therefore, building a computer device able to execute extremely difficult calculations in a short time is required. Presently, massively parallel computer (...

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Bibliographic Details
Main Author: Ali, Mohammed N.M (Author)
Format: Thesis
Language:English
Published: Kuala Lumpur : Kulliyyah of Information and Communication Technology, International Islamic University Malaysia, 2020
Subjects:
Online Access:Click here to view 1st 24 pages of the thesis. Members can view fulltext at the specified PCs in the library.
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040 |a UIAM  |b eng  |e rda 
041 |a eng 
043 |a a-my--- 
100 1 |a Ali, Mohammed N.M.,  |e author 
245 1 |a Shifted competely connected network (SCCN) :   |b architecture of hierarchical interconnection network to improve the performance of massively parallel computer systems /  |c by Mohammed N.M. Ali 
264 1 |a Kuala Lumpur :   |b Kulliyyah of Information and Communication Technology, International Islamic University Malaysia,   |c 2020 
300 |a xx, 465 leaves :  |b colour illustrations ;  |c 30cm. 
336 |2 rdacontent  |a text 
337 |2 rdamedia  |a unmediated 
338 |2 rdacarrier  |a volume 
338 |2 rdacarrier  |a online resource 
347 |2 rdaft  |a text file  |b PDF 
500 |a Abstracts in English and Arabic. 
500 |a "A thesis submitted in fulfilment of the requirement for the degree of Doctor of Philosophy in Computer Science." --On title page. 
502 |a Thesis (Ph.D)--International Islamic University Malaysia, 2020. 
504 |a Includes bibliographical references (leaves 448-458). 
520 |a At the current time, finding an alternative computing device with extreme computation power became the main concern of the research community. Therefore, building a computer device able to execute extremely difficult calculations in a short time is required. Presently, massively parallel computer (MPC) systems considered the highest computing devices, and the existence of these systems is important to execute many operations in many sectors such as engineering and science. These systems built based on an internal network called interconnection network which has a particular design represented by the network topology. The performance of these networks affected widely by the network topology. Besides, the cost of these networks influenced by the price of the processing elements (PEs) and the communication links. Thus, the design of the interconnection network topology has a crucial impact on the network cost and performance. Many topologies of interconnection networks have been presented to be used as basic modules in building MPC systems. However, the earlier topologies showed a lack of performance in case of increasing the size of the interconnection network. As a result, hierarchical interconnection networks (HINs) proposed to replace these networks. Currently, many HINs introduced to enhance the performance of MPC systems, however, we still lack a good one. In this research, a hierarchical interconnection network proposed as a basic module (BM) to build a complete parallel computer system. This topology is a completely connected network composed of six nodes and called shifted completely connected network (SCCN), also, it connected hierarchically to produce higher-levels leading to a complete system network. A two-dimensional system with multiple levels is built based on SCCN. The two-dimensional levels which composing this system are network-on-chip level, board-level, cabinet-level, and system-level. The static network performance parameters of these levels evaluated by computer simulators and the obtained results compared to multiple conventional and hierarchical interconnection networks. Moreover, in this research, we presented a three-dimensional design of SCCN based on the proposed topology. Therefore, a three-dimensional network-on-chip (3D-NoC) presented to build higher levels of 3D-SCCN. The static network performance parameters of 3D-NoC level and the higher levels assessed by computer simulators. Furthermore, the obtained results compared to other conventional and hierarchical interconnection networks. The purpose of the comparison is to prove the strength of the proposed topology which showed promising results in many aspects. 
596 |a 1 
655 7 |a Theses, IIUM local 
690 |a Dissertations, Academic  |x Kulliyyah of Information and Communication Technology  |z IIUM 
700 1 |a Adamu Abubakar Ibrahim,  |e degree supervisor 
700 1 |a M.M. Hafizur Rahman,  |e degree supervisor 
710 2 |a International Islamic University Malaysia.  |b Kulliyyah of Information and Communication Technology 
856 4 |u http://studentrepo.iium.edu.my/handle/123456789/10197  |z Click here to view 1st 24 pages of the thesis. Members can view fulltext at the specified PCs in the library. 
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