PPT-A Berkeley View of Big Data

Ion Stoica UC Berkeley BEARS February 17 2011 Big Data is Massive Facebook 130TBday user logs 200400TBday 83 million pictures Google gt 25 PBday processed data Data generated by LHC 1 PBsec. Joseph Randy H Katz Andrew Konwinski Gunho Lee David A Patterson Ariel Rabkin Ion Stoica Matei Zaharia Electrical Engineering and Computer Sciences University of California at Berkeley Technical Report No UCBEECS200928 httpwwweecsberkeleyeduPubsTech It is drawn from the full report Cost of a Ride The Effects of Densities on FixedGuideway Transit Ridership and Capital Costs Erick Guerra and Robert Cervero which can be found at httpwwwuctcnetresearchpapersUCTCFR201032pdf 2011 UC Regents berkeleyedu Aurojit Panda UC Berkeley apandacsberkeleyedu Barzan Mozafari MIT CSAIL barzancsailmitedu Anand P Iyer UC Berkeley apicsberkeleyedu Samuel Madden MIT CSAIL maddencsailmitedu Ion Stoica UC Berkeley istoicacsberkeleyedu ABSTRACT In this dem ContactInformationUCBerkeley1(510)642-8363HaasSchoolofBusinesssraer@berkeley.edu545StudentServicesBuildinghttp://faculty.haas.berkeley.edu/dsraer/Berkeley,CA94720-1900FrenchCitizen,Married,2children.A J. Blackmon. George Berkeley. Brief Biography. 1685-1753, Irish. Wrote on human vision and perspective. Advocated . Immaterialism. , which most people now call . Idealism. Later influenced Ernst Mach and Albert Einstein. ASPIRE Lab. Michael Anderson. , Khalid Ashraf. , Gerald . Friedland. , . Forrest . Iandola. , Peter . Jin, Matt . Moskewicz. , Zach . Rowisnki. , Kurt . Keutzer. , . and former members of the PALLAS team . Structure. How will search and querying on these three types of data differ?. A generic. web page. containing text. A movie . review. [English]. [SQL]. [XML]. Semi-Structured. An employee . record. Slides adapted from Rao (ASU) & Franklin (Berkeley). YuchenZhangyXiChen]DengyongZhouMichaelI.JordanyyUniversityofCalifornia,Berkeley,Berkeley,CA94720fyuczhang,jordang@berkeley.edu]NewYorkUniversity,NewYork,NY10012xichen@nyu.eduMicrosoftResearch,1Micro Aug 29, 2013. Shark:. Hive (SQL) on Spark. UC BERKELEY. Stage 0: Map-Shuffle-Reduce. Mapper(row) {. fields = . row.split. ("\t"). emit(fields[0], fields[1]);. }. Reducer(key, values) {. . sum = . Officeoftheo'!1 68-37 Online Appointment www.uhs.berkeley.edu www.uhs.berkeley.edu www.uhs.berkeley.edu or call Hand, foot, and mouth disease is a viral infection caused by a strain of Coxsackie virus which is common chil Sam Kumar. CS 162: Operating Systems and System Programming. Lecture 21. https://inst.eecs.berkeley.edu/~cs162/su20. 7/29/2020. Kumar CS 162 at UC Berkeley, Summer 2020. 1. Read: A&D . Ch 14. Recall: Components of a File System. By. Neha Ujjainkar & Abhishek Khandekar. Outline. Problem Statement. Introduction. Literature Review. Data set. Significance. Experiment Design. Timeline and Milestones. References. 2. Problem Statement. Capturing and using large data objects with BDB. Berkeley DB. 1. The Purpose. The purpose of the sample program is to demonstrate how to use Oracle Berkeley DB in medical mobile applications.. It illustrates how Oracle Berkeley DB can be used to...