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An Efficient Replication Method for Map Reduce Scaling
Authors
Department of Computer Science, Sri Sairam Engineering College, Tamilnadu, India.
Article Information
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- No DOI
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- Volume 3, Issue 4 (2022)
- Published Online
- July-August 2022
- Pages
- 96-100
- Article Type
- Research Article
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- No DOI available for cross-reference
References
[1]. J. Dittrich and J. Quiané-Ruiz, "Efficient Big Data Processing in Hadoop MapReduce," Proc. of the VLDB Endowment, Vol.5, No.12,
pp.2014-2015, 2012.
[2]. J. Cohen, J. Dolan, M. Dunlap, J. Hellerstein, and C. Welton, "MAD Skills: New Analysis Practices for Big Data," Proc. of the
VLDB Endowment, Vol.2, No.2, pp.1481-1492, 2009 .
[3]. Shvachko, H. Huang, S. Radia, and R. Chansler, "The Hadoop Distributed File System," Proc. of the IEEE Symposium on Massive
Storage Systems, pp.1-10, 2010.
[4]. J. Dean and S. Ghemawat, "MapReduce: Simplified Data Processing on Large Clusters," Communication of the ACM, Vol.81, No.1,
pp.107-113, 2008.
[5]. Lu, Peng, Gang Chen, Beng Chin Ooi, Hoang Tam Vo, and Sai Wu. "Scalagist: Scalable generalized search trees for mapreduce
systems [innovative systems paper]." Proceedings of the VLDB Endowment 7, no. 14 (2014): 1797-1808.
[6]. Sheheeda Manakkadu, Srijan Prasad Joshi, Tom Halverson, and Sourav Dutta. "Top-k User-Based Collaborative Recommendation
System Using MapReduce." In 2021 IEEE International Conference on Big Data (Big Data), pp. 4021-4025. IEEE, 2021.
[7]. I. Hwang, K. Jung, .Im, and J. Lee, "Improving the Map/Reduce Model through Data Distribution and Task Progress Scheduling,"
Journal of the Korea Contents Association, Vol.10, No.10, pp.78-85,
[8]. Lin, Yuting, Divyakant Agrawal, Chun Chen, Beng Chin Ooi, and Sai Wu. "Llama: leveraging columnar storage for scalable join
processing in the mapreduce framework." In Proceedings of the 2011 ACM SIGMOD International Conference on Management of data, pp.
961-972. 2011.
[9]. H.-C. Yang, A. Dasdan, R.-L. Hsiao, and D. S. Parker, "Map-Reduce-Merge: Simplified Relational Data Processing on Large
Clusters," Proc. of the ACM SIGMOD International Conference on Management of Data, pp.
[10]. S. Ghemawat, H. Gobioff, and S. Leung. "The Google File System," Proc. of ACM Symposium on Operating Systems Principles,
pp.29-43,
[11]. H. Zhao, S. Yang, Z. Chen, S. Jin, H. Yin, and L. Li, "MapReduce Model-Based Optimization of Range Queries," Proc. of the
International Conference on Fuzzy Systems and Knowledge Discovery(FSKD '12), pp.2487-2492,
[12]. Lars George, "HBase: The Definitive Guide", O'REILLY, 2011
[13]. Kristina Chodorow, "MongoDB: The Definitive Guide Edition”, O’REILLY, 2013
[14]. B. Pang, ,L. Lee, "Opinion Mining and Sentiment Analysis," Foundations and Trends in Information Retrieval: Vol.2, No.1-2,pp.1-
135,
[15]. Manakkadu, Sheheeda, and Sourav Dutta. "On efficient resource allocation in the Internet of Things environment." In Proceedings
of the 8th International Conference on the Internet of Things, pp. 1-5. 2018.
[16]. S. Mukherjee, P. Bhattacharyya, "Sentiment Analysis in Twitter with Lightweight Discourse Analysis", Proc. of COLING 2012,
pp.1847-1864, 2012
[17]. N. Godbole, S. Skiena, "Large-Scale Sentiment Analysis for News and Blogs", Proc. of the ICWSM'2007, 2007
[18]. Li, Ren, Haibo Hu, Heng Li, Yunsong Wu, and Jianxi Yang. "MapReduce parallel programming model: a state-of-the-art survey."
International Journal of Parallel Programming 44, no. 4 (2016): 832-866.
[19]. A. Pak, P. Paroubek, "Twitter as a Corpus for Sentiment Analysis and Opinion Mining", Proc. of the LREC'2010, 2010
[20]. H. Tang, S. Tan, X. Cheng, " A survey on sentiment detection of reviews," Expert Systems with Applications, Vol.36, pp.10760-10773,
[21]. Seth Gilbert, Nancy Lynch, Brewer's conjecture and the feasibility of consistent, available, partition-tolerant web services, ACM
SIGACT New 33(2), pp. 51-59, 2002 .
[22]. J. Dean, S. Ghemawat, "MapReduce; Simplified Data Processing on Large Clusters", Communications of the ACM, Vol.51, No.1,
pp.107-113, 2008.
pp.2014-2015, 2012.
[2]. J. Cohen, J. Dolan, M. Dunlap, J. Hellerstein, and C. Welton, "MAD Skills: New Analysis Practices for Big Data," Proc. of the
VLDB Endowment, Vol.2, No.2, pp.1481-1492, 2009 .
[3]. Shvachko, H. Huang, S. Radia, and R. Chansler, "The Hadoop Distributed File System," Proc. of the IEEE Symposium on Massive
Storage Systems, pp.1-10, 2010.
[4]. J. Dean and S. Ghemawat, "MapReduce: Simplified Data Processing on Large Clusters," Communication of the ACM, Vol.81, No.1,
pp.107-113, 2008.
[5]. Lu, Peng, Gang Chen, Beng Chin Ooi, Hoang Tam Vo, and Sai Wu. "Scalagist: Scalable generalized search trees for mapreduce
systems [innovative systems paper]." Proceedings of the VLDB Endowment 7, no. 14 (2014): 1797-1808.
[6]. Sheheeda Manakkadu, Srijan Prasad Joshi, Tom Halverson, and Sourav Dutta. "Top-k User-Based Collaborative Recommendation
System Using MapReduce." In 2021 IEEE International Conference on Big Data (Big Data), pp. 4021-4025. IEEE, 2021.
[7]. I. Hwang, K. Jung, .Im, and J. Lee, "Improving the Map/Reduce Model through Data Distribution and Task Progress Scheduling,"
Journal of the Korea Contents Association, Vol.10, No.10, pp.78-85,
[8]. Lin, Yuting, Divyakant Agrawal, Chun Chen, Beng Chin Ooi, and Sai Wu. "Llama: leveraging columnar storage for scalable join
processing in the mapreduce framework." In Proceedings of the 2011 ACM SIGMOD International Conference on Management of data, pp.
961-972. 2011.
[9]. H.-C. Yang, A. Dasdan, R.-L. Hsiao, and D. S. Parker, "Map-Reduce-Merge: Simplified Relational Data Processing on Large
Clusters," Proc. of the ACM SIGMOD International Conference on Management of Data, pp.
[10]. S. Ghemawat, H. Gobioff, and S. Leung. "The Google File System," Proc. of ACM Symposium on Operating Systems Principles,
pp.29-43,
[11]. H. Zhao, S. Yang, Z. Chen, S. Jin, H. Yin, and L. Li, "MapReduce Model-Based Optimization of Range Queries," Proc. of the
International Conference on Fuzzy Systems and Knowledge Discovery(FSKD '12), pp.2487-2492,
[12]. Lars George, "HBase: The Definitive Guide", O'REILLY, 2011
[13]. Kristina Chodorow, "MongoDB: The Definitive Guide Edition”, O’REILLY, 2013
[14]. B. Pang, ,L. Lee, "Opinion Mining and Sentiment Analysis," Foundations and Trends in Information Retrieval: Vol.2, No.1-2,pp.1-
135,
[15]. Manakkadu, Sheheeda, and Sourav Dutta. "On efficient resource allocation in the Internet of Things environment." In Proceedings
of the 8th International Conference on the Internet of Things, pp. 1-5. 2018.
[16]. S. Mukherjee, P. Bhattacharyya, "Sentiment Analysis in Twitter with Lightweight Discourse Analysis", Proc. of COLING 2012,
pp.1847-1864, 2012
[17]. N. Godbole, S. Skiena, "Large-Scale Sentiment Analysis for News and Blogs", Proc. of the ICWSM'2007, 2007
[18]. Li, Ren, Haibo Hu, Heng Li, Yunsong Wu, and Jianxi Yang. "MapReduce parallel programming model: a state-of-the-art survey."
International Journal of Parallel Programming 44, no. 4 (2016): 832-866.
[19]. A. Pak, P. Paroubek, "Twitter as a Corpus for Sentiment Analysis and Opinion Mining", Proc. of the LREC'2010, 2010
[20]. H. Tang, S. Tan, X. Cheng, " A survey on sentiment detection of reviews," Expert Systems with Applications, Vol.36, pp.10760-10773,
[21]. Seth Gilbert, Nancy Lynch, Brewer's conjecture and the feasibility of consistent, available, partition-tolerant web services, ACM
SIGACT New 33(2), pp. 51-59, 2002 .
[22]. J. Dean, S. Ghemawat, "MapReduce; Simplified Data Processing on Large Clusters", Communications of the ACM, Vol.51, No.1,
pp.107-113, 2008.
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