DocumentCode :
3525388
Title :
From Google File System to Omega: A Decade of Advancement in Big Data Management at Google
Author :
Yang, Jade
Author_Institution :
Dept. of Comput. Inf. Technol. & Graphics, Purdue Univ. - Calumet, Hammond, IN, USA
fYear :
2015
fDate :
March 30 2015-April 2 2015
Firstpage :
249
Lastpage :
255
Abstract :
Since the dawn of the Big Data era the search giant Google has been in the lead for meeting the challenge of the new era. Results from Google´s big data projects in the past decade have inspired the development of many other big data technologies such as Apache Hadoop and NoSQL databases. The study article examines ten major milestone papers on big data management published by Google, from Google File system (GFS), MapReduce, Bigtable, Chubby, Percolator, Pregel, Dremel, to Megastore, Spanner and finally Omega. The purpose of the study article is to help provide a high-level understanding of the concepts behind many popular big data solutions and derive insights on building robust and scalable systems for handling big data.
Keywords :
Big Data; SQL; parallel processing; relational databases; search engines; Apache Hadoop; Big Data management; Bigtable; Chubby; Dremel; GFS; Google File system; MapReduce; Megastore; NoSQL database; Omega; Percolator; Pregel; Spanner; Big data; Computer architecture; Databases; File systems; Google; Metadata; Servers; Big Data management; distributed systems; parallel processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Big Data Computing Service and Applications (BigDataService), 2015 IEEE First International Conference on
Conference_Location :
Redwood City, CA
Type :
conf
DOI :
10.1109/BigDataService.2015.47
Filename :
7184888
Link To Document :
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