DocumentCode :
2447371
Title :
The Two Quadrillionth Bit of Pi is 0! Distributed Computation of Pi with Apache Hadoop
Author :
Sze, Tsz-Wo
Author_Institution :
Yahoo! Cloud Comput., Sunnyvale, CA, USA
fYear :
2010
fDate :
Nov. 30 2010-Dec. 3 2010
Firstpage :
727
Lastpage :
732
Abstract :
We present a new record on computing specific bits of Pi, the mathematical constant, and discuss performing such computations on Apache Hadoop clusters. The specific bits represented in hexadecimal are 0E6C1294 AED40403 F56D2D76 4026265B CA98511D 0FCFFAA1 0F4D28B1 BB5392B8. These 256 bits end at the 2,000,000,000,000,252nd bit position, which doubles the position and quadruples the precision of the previous known record. The position of the first bit is 1,999,999,999,999,997 and the value of the two quadrillionth bit is 0. The computation is carried out by a MapReduce program called DistBbp. To effectively utilize available cluster resources without monopolizing the whole cluster, we develop an elastic computation framework that automatically schedules computation slices, each a DistBbp job, as either map-side or reduce-side computation based on changing cluster load condition. We have calculated Pi at varying bit positions and precisions, and one of the largest computations took 23 days of wall clock time and 503 years of CPU time on a 1000-node cluster.
Keywords :
distributed processing; mathematics computing; Apache Hadoop cluster; DistBbp; MapReduce program; Pi computation; distributed computation; hexadecimal bits representation; mathematical constant; two quadrillionth bit; Clocks; Cloud computing; Computers; Equations; Instruction sets; Mathematical model; Apache Hadoop; distributed computing; pi;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cloud Computing Technology and Science (CloudCom), 2010 IEEE Second International Conference on
Conference_Location :
Indianapolis, IN
Print_ISBN :
978-1-4244-9405-7
Electronic_ISBN :
978-0-7695-4302-4
Type :
conf
DOI :
10.1109/CloudCom.2010.57
Filename :
5708523
Link To Document :
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