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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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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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Form Packages
Adoption
Bankruptcy
Contractors
Divorce
Home Sales
Employment
Identity Theft
Incorporation
Landlord Tenant
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
DMCA Policy
About Us
Blog
Affiliates
Contact Us
Privacy Notice
Delete My Account
Site Map
All Forms
Search all Forms
Industries
Forms in Spanish
Localized Forms
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
airSlate workflows
DocHub
Instapage
Social Media
Call us now toll free:
1-877-389-0141
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