Hadoop as Big Data Operating System - The Emerging Approach for Managing Challenges of Enterprise Big Data Platform

被引:6
作者
Mazumdar, Sourav [1 ]
Dhar, Subhankar [2 ]
机构
[1] IBM Software Grp, San Jose, CA USA
[2] San Jose State Univ, San Jose, CA 95192 USA
来源
2015 IEEE FIRST INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING SERVICE AND APPLICATIONS (BIGDATASERVICE 2015) | 2015年
关键词
Business analytics; Big Data; Data Mining; Map Reduce; Hadoop; NoSQL;
D O I
10.1109/BigDataService.2015.72
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Over last few years, innovation in Hadoop and other related Big Data technologies in last few years brings on to the table a lot of promises around better management of enterprise data at much lesser cost and with high value business benefits. In this paper, we propose to delve into details of these challenges from practitioners' perspective based on lessons learnt from various Big Data implementation scenarios. We also aim to discuss the emerging concept of Hadoop as Big Data Operating System to address these challenges with a holistic proposition. Finally, we also plan to provide a prescriptive approach based on best practices which can help moving towards the vision of Enterprise Big Data Platform using Hadoop as Data Operating System balancing between short term objectives and long term goals of managing and maintaining Enterprise Big Data Platform.
引用
收藏
页码:499 / 504
页数:6
相关论文
共 17 条
[11]  
Kala Karun A, 2013, P IEEE C INF COMM TE
[12]   Towards a framework for large-scale multimedia data storage and processing on Hadoop platform [J].
Lai, Wei Kuang ;
Chen, Yi-Uan ;
Wu, Tin-Yu ;
Obaidat, Mohammad S. .
JOURNAL OF SUPERCOMPUTING, 2014, 68 (01) :488-507
[13]  
Luo Wuheng, 2013, INT C BIG DAT
[14]  
Ozcan F., 2011, P ACM SIGMOD C, P1161
[15]  
Saracco Cynthia M., DEV PUBLISHING DEPLO
[16]  
Stonebraker M., 2011, COMMUNICATIONS ACM, V55
[17]   Business Process Analytics Using a Big Data Approach [J].
Vera-Baquero, Alejandro ;
Colomo-Palacios, Ricardo ;
Molloy, Owen .
IT PROFESSIONAL, 2013, 15 (06) :29-35