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  • Sorting On Gpus For Large Scale Datasets: A Thorough Comparison - Di Unipi

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Sorting on GPUs for Large Scale Datasets: a Thorough Comparison Gabriele Capanninia , Fabrizio Silvestria , Ranieri Baragliaa,? a Information Science and Technology Inst., via G. Moruzzi 1, 56100.

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  4. Proceed to summarize or provide information regarding the algorithms being compared in the document. This may include the names of the sorting algorithms and their applicability to your research context.
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Quicksort. Quicksort is one of the most efficient sorting algorithms, and this makes of it one of the most used as well. The first thing to do is to select a pivot number, this number will separate the data, on its left are the numbers smaller than it and the greater numbers on the right.

The results show that radix sort is the fastest sequential sorting algorithm, whereas radix sort and merge sort are the fastest parallel sorting algorithms (depending on the input distribution). With parallel implementations we achieved speedups of up to 157-times in comparison to sequential implementations.

The GPU is an effective architecture for sorting due to its massive parallelism and high memory bandwidth. However, for input datasets that exceed global memory capacity, the communication overhead between host (CPU) and GPU may degrade the overall performance of heterogeneous approaches.

Merge sort generally performs fewer comparisons than quicksort both in the worst-case and on average. If performing a comparison is costly, merge sort will have the upper hand in terms of speed. Quicksort is generally believed to be faster in common real-life settings.

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Living Trust
Name Change
Personal Planning
Small Business
Wills & Estates
Packages A-Z
Form Categories
Affidavits
Bankruptcy
Bill of Sale
Corporate - LLC
Divorce
Employment
Identity Theft
Internet Technology
Landlord Tenant
Living Wills
Name Change
Power of Attorney
Real Estate
Small Estates
Wills
All Forms
Forms A-Z
Form Library
Customer Service
Terms of Service
Privacy Notice
Legal Hub
Content Takedown Policy
Bug Bounty Program
About Us
Help Portal
Legal Resources
Blog
Affiliates
Contact Us
Delete My Account
Site Map
Industries
Forms in Spanish
Localized Forms
State-specific Forms
Forms Kit
Legal Guides
Real Estate Handbook
All Guides
Prepared for You
Notarize
Incorporation services
Our Customers
For Consumers
For Small Business
For Attorneys
Our Sites
US Legal Forms
USLegal
FormsPass
pdfFiller
signNow
altaFlow
DocHub
Instapage
Social Media
Call us now toll free:
+1 833 426 79 33
As seen in:
  • USA Today logo picture
  • CBC News logo picture
  • LA Times logo picture
  • The Washington Post logo picture
  • AP logo picture
  • Forbes logo picture
© Copyright 1997-2025
airSlate Legal Forms, Inc.
3720 Flowood Dr, Flowood, Mississippi 39232