MARC보기
LDR02679nam u200445 4500
001000000422612
00520190215170251
008181129s2016 |||||||||||||||||c||eng d
020 ▼a 9780438309999
035 ▼a (MiAaPQ)AAI10970758
035 ▼a (MiAaPQ)OhioLINK:osu1469033289
040 ▼a MiAaPQ ▼c MiAaPQ ▼d 247004
0820 ▼a 004
1001 ▼a Rajbhandari, Samyam.
24510 ▼a Locality Optimizations for Regular and Irregular Applications.
260 ▼a [S.l.]: ▼b The Ohio State University., ▼c 2016.
260 1 ▼a Ann Arbor: ▼b ProQuest Dissertations & Theses, ▼c 2016.
300 ▼a 274 p.
500 ▼a Source: Dissertation Abstracts International, Volume: 80-01(E), Section: B.
500 ▼a Adviser: P. Sadayappan.
5021 ▼a Thesis (Ph.D.)--The Ohio State University, 2016.
520 ▼a The fastest supercomputer in the world as of July 2016 is the Sunway TaihuLight. It can achieve a staggering performance of 93 PetaFlops. This incredible performance is achieved via massive parallelism. Today's supercomputers and compute cluster
520 ▼a Scaling on these massively parallel systems is not an easy task. A major performance and scalability bottleneck is the limited data movement bandwidth, which can be orders of magnitude smaller than the computation bandwidth. Developing applicati
520 ▼a This dissertation explores multiple aspects of locality optimizations for enhancing scalability and performance of various regular and irregular applications on massively parallel computing environment. It develops distributed algorithms, lower
520 ▼a To be specific, on a massively parallel system, distributed Tensor Contractions can have limited scalability due to the cost of communication between distributed memory nodes. The Four-Index Transform, on the other hand, can be limited in the si
520 ▼a This thesis develops solutions primarily for reducing the aforementioned data movement costs. The solutions developed in this thesis improves performance and scalability of the above mentioned computations resulting in overall speedups ranging f
590 ▼a School code: 0168.
650 4 ▼a Computer science.
650 4 ▼a Computer engineering.
690 ▼a 0984
690 ▼a 0464
71020 ▼a The Ohio State University. ▼b Computer Science and Engineering.
7730 ▼t Dissertation Abstracts International ▼g 80-01B(E).
773 ▼t Dissertation Abstract International
790 ▼a 0168
791 ▼a Ph.D.
792 ▼a 2016
793 ▼a English
85640 ▼u http://www.riss.kr/pdu/ddodLink.do?id=T15001351 ▼n KERIS ▼z 이 자료의 원문은 한국교육학술정보원에서 제공합니다.
980 ▼a 201812 ▼f 2019
990 ▼a ***1012033