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How do I choose the right NoSQL solution? A comprehensive theoretical and experimental survey
1. | Center of Excellence for Research in Adaptive Systems, York University, Toronto, Ontario, Canada, Canada, Canada, Canada, Canada, Canada |
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Y. Abubakar, T. S. Adeyi and I. G. Auta, Performance evaluation of nosql systems using ycsb in a resource austere environment, Performance Evaluation, 7 (2014), 23-27.
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[10] |
R. Cattell, Scalable sql and nosql data stores, ACM SIGMOD Record, 39 (2010), 12-27.
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[11] |
F. Chang, J. Dean, S. Ghemawat, W. C. Hsieh, D. A. Wallach, M. Burrows, T. Chandra, A. Fikes and R. E. Gruber, Bigtable: A distributed storage system for structured data, ACM Transactions on Computer Systems (TOCS), 26 (2008), p4.
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doi: 10.1145/1807128.1807152. |
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S. Edlich, A. Friedland, J. Hampe, B. Brauer, M. Brückner, S. Edlich, A. Friedland, J. Hampe, B. Brauer and M. Brückner, Brückner, Nosql. |
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Hibernating Rhinos, Ravendb - the open source nosql database for .NET, 2015, URL http://ravendb.net/docs/article-page/3.0/csharp/start/getting-started. |
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Hypertable Inc, Hypertable, 2014, URL http://hypertable.org/. |
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S. IT, System properties comparison neo4j vs. orientdb vs. titan, 2015, URL http://db-engines.com/en/system/Neo4j. |
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J. Jose, H. Subramoni, M. Luo, M. Zhang, J. Huang, M. Wasi-ur Rahman, N. S. Islam, X. Ouyang, H. Wang, S. Sur et al., Memcached design on high performance rdma capable interconnects, in Parallel Processing (ICPP), 2011 International Conference on, IEEE, 2011, 743-752.
doi: 10.1109/ICPP.2011.37. |
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S. Jouili and V. Vansteenberghe, An empirical comparison of graph databases, in Social Computing (SocialCom), 2013 International Conference on, 2013, 708-715.
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J. Klein, I. Gorton, N. Ernst, P. Donohoe, K. Pham and C. Matser, Performance evaluation of nosql databases: A case study, in Proceedings of the 1st Workshop on Performance Analysis of Big Data Systems, PABS '15, ACM, New York, NY, USA, 2015, 5-10.
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[27] |
MongoDB Inc., Mongodb 3.0 manual, 2015, URL http://docs.mongodb.org/manual. |
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A. Moniruzzaman and S. A. Hossain, Nosql database: New era of databases for big data analytics-classification, characteristics and comparison, arXiv preprint arXiv:1307.0191. |
[29] |
M. A. Olson, K. Bostic and M. I. Seltzer, Berkeley db., in USENIX Annual Technical Conference, FREENIX Track, 1999, 183-191. |
[30] |
Orient Technologies, Top 10 key advantages for going with orientdb, 2015, URL http://orientdb.com/why-orientdb/. |
[31] |
A. Pavlo, E. Paulson, A. Rasin, D. J. Abadi, D. J. DeWitt, S. Madden and M. Stonebraker, A comparison of approaches to large-scale data analysis, in Proceedings of the 2009 ACM SIGMOD International Conference on Management of data, ACM, 2009, 165-178.
doi: 10.1145/1559845.1559865. |
[32] |
D. Pritchett, Base: An acid alternative, Queue, 6 (2008), 48-55.
doi: 10.1145/1394127.1394128. |
[33] |
T. Rabl, A. Ghazal, M. Hu, A. Crolotte, F. Raab, M. Poess and H.-A. Jacobsen, Bigbench specification v0. 1, in Specifying Big Data Benchmarks, Springer, 2014, 164-201. |
[34] |
RedisLabs, Redis, 2015, URL http://redis.io/documentation. |
[35] |
SAVI, Smart Applications on Virtual Infrastructure, Cloud platform, 2015, URL http://www.savinetwork.ca. |
[36] |
S. Sivasubramanian, Amazon dynamodb: A seamlessly scalable non-relational database service, in Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data, ACM, 2012, 729-730.
doi: 10.1145/2213836.2213945. |
[37] |
C. Strozzi, Nosql-a relational database management system, 2015, URL http://www.strozzi.it/cgi-bin/CSA/tw7/I/en_US/nosql/HomePage. |
[38] |
Technology, Cypher query language, 2015, URL http://neo4j.com/docs/stable/cypher-query-lang.html. |
[39] |
The Apache Foundation, Apache accumulo, 2015, URL http://accumulo.apache.org/. |
[40] |
The Apache Foundation, Welcome to apache cassandra, 2015, URL http://cassandra.apache.org/. |
[41] |
The Apache Foundation, Welcome to apache hbase, 2015, URL http://hbase.apache.org/. |
[42] |
A. Tizghadam and A. Leon-Garcia, Connected Vehicles and Smart Transportation - CVST Platform, 2015, URL http://cvst.ca/wp/wp-content/uploads/2015/06/CVST.pdf. |
[43] |
G. Vaish, Getting started with NoSQL, Packt Publishing Ltd, 2013. |
[44] |
vsChart.com, The comparison wiki: Database list, 2015, URL http://vschart.com/list/database/. |
[45] |
P. Wiki, Pig mix benchmark, 2015, URLhttps://cwiki.apache.org/confluence/display/PIG/PigMix. |
show all references
References:
[1] |
Y. Abubakar, T. S. Adeyi and I. G. Auta, Performance evaluation of nosql systems using ycsb in a resource austere environment, Performance Evaluation, 7 (2014), 23-27.
doi: 10.5120/ijais14-451229. |
[2] |
P. Andlinger, 2015, URL http://db-engines.com/en/blog_post/43. |
[3] |
Apache Software Foundation, Apache tinkerpop, 2015, URL http://tinkerpop.incubator.apache.org. |
[4] |
Apache Software Foundation, Technical overview of apache couchdb, 2015, URL http://wiki.apache.org/couchdb/Technical Overview. |
[5] |
ArangoDB GmbH, Arangodb documentation, 2015, URL https://www.arangodb.com/documentation. |
[6] |
Aurelius LLC, Titan architecture overview, 2015, URL http://s3.thinkaurelius.com/docs/titan/0.9.0-M2/arch-overview.html. |
[7] |
Basho Technologies, Inc, Riak docs, 2015, URL http://docs.basho.com/riak/latest/intro-v20. |
[8] |
M. Burrows, The chubby lock service for loosely-coupled distributed systems, in Proceedings of the 7th symposium on Operating systems design and implementation, USENIX Association, 2006, 335-350. |
[9] |
R. Casado and M. Younas, Emerging trends and technologies in big data processing, Concurrency and Computation: Practice and Experience, 27 (2015), 2078-2091.
doi: 10.1002/cpe.3398. |
[10] |
R. Cattell, Scalable sql and nosql data stores, ACM SIGMOD Record, 39 (2010), 12-27.
doi: 10.1145/1978915.1978919. |
[11] |
F. Chang, J. Dean, S. Ghemawat, W. C. Hsieh, D. A. Wallach, M. Burrows, T. Chandra, A. Fikes and R. E. Gruber, Bigtable: A distributed storage system for structured data, ACM Transactions on Computer Systems (TOCS), 26 (2008), p4.
doi: 10.1145/1365815.1365816. |
[12] |
B. F. Cooper, A. Silberstein, E. Tam, R. Ramakrishnan and R. Sears, Benchmarking cloud serving systems with ycsb, in Proceedings of the 1st ACM symposium on Cloud computing, ACM, 2010, 143-154.
doi: 10.1145/1807128.1807152. |
[13] |
S. Edlich, A. Friedland, J. Hampe, B. Brauer, M. Brückner, S. Edlich, A. Friedland, J. Hampe, B. Brauer and M. Brückner, Brückner, Nosql. |
[14] |
A. Feinberg, Project voldemort: Reliable distributed storage, in Proceedings of the 10th IEEE International Conference on Data Engineering, 2011. |
[15] |
B. Fitzpatrick, Distributed caching with memcached, Linux journal, 2004 (2004), p5. |
[16] |
S. K. Gajendran, A survey on nosql databases, University of Illinois. |
[17] |
J. Gray, Graysort benchmark, 2015, URL http://sortbenchmark.org. |
[18] |
Hibernating Rhinos, Ravendb - the open source nosql database for .NET, 2015, URL http://ravendb.net/docs/article-page/3.0/csharp/start/getting-started. |
[19] |
Hypertable Inc, Hypertable, 2014, URL http://hypertable.org/. |
[20] |
S. IT, Knowledge base of relational and nosql database management systems, 2015, URL http://db-engines.com. |
[21] |
S. IT, System properties comparison neo4j vs. orientdb vs. titan, 2015, URL http://db-engines.com/en/system/Neo4j. |
[22] |
J. Jose, H. Subramoni, M. Luo, M. Zhang, J. Huang, M. Wasi-ur Rahman, N. S. Islam, X. Ouyang, H. Wang, S. Sur et al., Memcached design on high performance rdma capable interconnects, in Parallel Processing (ICPP), 2011 International Conference on, IEEE, 2011, 743-752.
doi: 10.1109/ICPP.2011.37. |
[23] |
S. Jouili and V. Vansteenberghe, An empirical comparison of graph databases, in Social Computing (SocialCom), 2013 International Conference on, 2013, 708-715.
doi: 10.1109/SocialCom.2013.106. |
[24] |
J. Klein, I. Gorton, N. Ernst, P. Donohoe, K. Pham and C. Matser, Performance evaluation of nosql databases: A case study, in Proceedings of the 1st Workshop on Performance Analysis of Big Data Systems, PABS '15, ACM, New York, NY, USA, 2015, 5-10.
doi: 10.1145/2694730.2694731. |
[25] |
LinkedIn, Project voldemort, 2015, URL http://www.project-voldemort.com. |
[26] |
R. C. McColl, D. Ediger, J. Poovey, D. Campbell and D. A. Bader, A performance evaluation of open source graph databases, in Proceedings of the First Workshop on Parallel Programming for Analytics Applications, PPAA '14, ACM, New York, NY, USA, 2014, 11-18.
doi: 10.1145/2567634.2567638. |
[27] |
MongoDB Inc., Mongodb 3.0 manual, 2015, URL http://docs.mongodb.org/manual. |
[28] |
A. Moniruzzaman and S. A. Hossain, Nosql database: New era of databases for big data analytics-classification, characteristics and comparison, arXiv preprint arXiv:1307.0191. |
[29] |
M. A. Olson, K. Bostic and M. I. Seltzer, Berkeley db., in USENIX Annual Technical Conference, FREENIX Track, 1999, 183-191. |
[30] |
Orient Technologies, Top 10 key advantages for going with orientdb, 2015, URL http://orientdb.com/why-orientdb/. |
[31] |
A. Pavlo, E. Paulson, A. Rasin, D. J. Abadi, D. J. DeWitt, S. Madden and M. Stonebraker, A comparison of approaches to large-scale data analysis, in Proceedings of the 2009 ACM SIGMOD International Conference on Management of data, ACM, 2009, 165-178.
doi: 10.1145/1559845.1559865. |
[32] |
D. Pritchett, Base: An acid alternative, Queue, 6 (2008), 48-55.
doi: 10.1145/1394127.1394128. |
[33] |
T. Rabl, A. Ghazal, M. Hu, A. Crolotte, F. Raab, M. Poess and H.-A. Jacobsen, Bigbench specification v0. 1, in Specifying Big Data Benchmarks, Springer, 2014, 164-201. |
[34] |
RedisLabs, Redis, 2015, URL http://redis.io/documentation. |
[35] |
SAVI, Smart Applications on Virtual Infrastructure, Cloud platform, 2015, URL http://www.savinetwork.ca. |
[36] |
S. Sivasubramanian, Amazon dynamodb: A seamlessly scalable non-relational database service, in Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data, ACM, 2012, 729-730.
doi: 10.1145/2213836.2213945. |
[37] |
C. Strozzi, Nosql-a relational database management system, 2015, URL http://www.strozzi.it/cgi-bin/CSA/tw7/I/en_US/nosql/HomePage. |
[38] |
Technology, Cypher query language, 2015, URL http://neo4j.com/docs/stable/cypher-query-lang.html. |
[39] |
The Apache Foundation, Apache accumulo, 2015, URL http://accumulo.apache.org/. |
[40] |
The Apache Foundation, Welcome to apache cassandra, 2015, URL http://cassandra.apache.org/. |
[41] |
The Apache Foundation, Welcome to apache hbase, 2015, URL http://hbase.apache.org/. |
[42] |
A. Tizghadam and A. Leon-Garcia, Connected Vehicles and Smart Transportation - CVST Platform, 2015, URL http://cvst.ca/wp/wp-content/uploads/2015/06/CVST.pdf. |
[43] |
G. Vaish, Getting started with NoSQL, Packt Publishing Ltd, 2013. |
[44] |
vsChart.com, The comparison wiki: Database list, 2015, URL http://vschart.com/list/database/. |
[45] |
P. Wiki, Pig mix benchmark, 2015, URLhttps://cwiki.apache.org/confluence/display/PIG/PigMix. |
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