Data management in cloud environments: NoSQL and NewSQL data stores

Journal of Cloud Computing

Volumn 2, Issue 1, 2013, Pages

  Grolinger, Katarina ^a   Higashino, Wilson A ^a,b   Tiwari, Abhinav ^a   Capretz, Miriam A M ^a  

^a UNIVERSITY OF WESTERN ONTARIO   (Canada)

^b UNIVERSITY OF CAMPINAS   (Brazil)

Author keywords

Big Data; Cloud computing; Data management; Distributed storage; NewSQL; NoSQL

Indexed keywords

CLOUD COMPUTING; CONCURRENCY CONTROL; INFORMATION MANAGEMENT; MOBILE DEVICES; QUERY LANGUAGES;

BIG DATUM; CLOUD ENVIRONMENTS; DISTRIBUTED STORAGE; HARDWARE AND SOFTWARE; NEWSQL; NOSQL; RELATIONAL DATABASE; STORAGE REQUIREMENTS;

DIGITAL STORAGE;

EID: 84926426301     PISSN: None     EISSN: 2192113X     Source Type: Journal    
DOI: 10.1186/2192-113X-2-22     Document Type: Article

References (74)

1. Facebook Newsroom A New data center for Iowa. http://newsroom.fb.com/News/606/ANew-Data-Center-for-Iowa. Accessed 29 Sep 2013
2. Ohlhorst FJ (2013) Big Data Analytics: Turning Big Data into Big Money. John Wiley & Sons, Inc, Hoboken, New Jersey, USA
3. Stonebraker M, Madden S, Abadi DJ, Harizopoulos S, Hachem N, Helland P (2007) The end of an architectural era: (it's time for a complete rewrite). Proc 33rd Int Conf Large Data Bases:1150-1160
4. Beyer MA, Laney D (2012) The Importance of "Big Data": A Definition. http://www.gartner.com/id=2057415. Accessed 29 Sep 2013
5. Agrawal D, Das S, El Abbadi A (2011) Big data and cloud computing: Current State and Future Opportunities. Proceedings of the 14th International Conference on Extending Database Technology-EDBT/ICDT'11. ACM Press, New York, NY, USA, pp 530-533
6. Bughin J, Chui M, Manyika J (2010) Clouds, big data, and smart assets: Ten tech-enabled business trends to watch. McKinsey Quarterly 2010:1-14
7. Mell P, Grance T (2011) The NIST definition of cloud computing. NIST special publication 800-145. http://csrc.nist.gov/publications/nistpubs/800-145/SP800-145.pdf. Accessed on 29 Sep 2013
8. Zhang Q, Cheng L, Boutaba R (2010) Cloud computing: state-of-the-art and research challenges. J Intern Serv Appl 1:7-18. 10.1007/s13174-010-0007-6
9. Venters W, Whitley EA (2012) A critical review of cloud computing: researching desires and realities. J Info Technol 27:179-197. 10.1057/jit.2012.17
10. Tudorica BG, Bucur C (2011) A comparison between several NoSQL databases with comments and notes. 2011 10th International Conference RoEduNet. IEEE:1-5
11. Hecht R, Jablonski S (2011) NoSQL evaluation: A use case oriented survey. Proc 2011 Int Conf Cloud Serv Computing:336-341
12. Cattell R (2011) Scalable SQL and NoSQL Data Stores. ACM SIGMOD Record 39(4):12-27
13. Pokorny J (2011) NoSQL Databases: a step to database scalability in Web environment. Int J Web Info Syst 9(1):69-82
14. Sakr S, Liu A, Batista DM, Alomari M (2011) A survey of large scale data management approaches in cloud environments. IEEE Commun Surv Tutorials 13(3):311-336
15. Sadalage PJ, Fowler M (2013) NoSQL distilled: a brief guide to the emerging world of polyglot persistence. Addison-Wesley, Upper Saddle River, NJ
16. Abiteboul S, Manolescu I, Rigaux P, Rousset M-C, Senellart P (2012) Web Data Management. Cambridge University Press, New York
17. Aslett M (2011) How will the database incumbents respond to NoSQL and NewSQL? https://451research.com/report-short?entityId=66963. Accessed 29 Sep 2013
18. Buyya R, Yeo CS, Venugopal S, Broberg J, Brandic I (2009) Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility. Future Gen Computer Syst 25(6):599-616. http://dx.doi.org/10.1016/j.future.2008.12.001
19. Lakshman A, Malik P (2010) Cassandra: a decentralized structured storage system. ACM SIGOPS Operating Syst Rev 44(2):35-40. 10.1145/1773912.1773922
20. Chang F, Dean J, Ghemawat S, Hsieh W, Wallach D, Burrows M, Chandra T, Fikes A, Gruber R (2006) Bigtable: A distributed structured data storage system. 7th OSDI 26:305-314
21. Gilbert S, Lynch N (2002) Brewer's conjecture and the feasibility of consistent, available, partition-tolerant web services. ACM SIGACT News 33(2):51-59. 10.1145/564585.564601
22. Brewer E (2012) CAP twelve years later: How the "rules" have changed. Computer 45:23-29. 10.1109/MC.2012.37
23. NOSQL meetup. Eventbrite, San Francisco. http://nosql.eventbrite.com/. Accessed 29 Sep 2013
24. Konstantinou I, Angelou E, Boumpouka C, Tsoumakos D, Koziris N (2011) On the elasticity of NoSQL databases over cloud management platforms. Proceedings of the 20th ACM international conference on Information and knowledge management-CIKM '11. ACM Press, New York, NY, USA, pp 2385-2388
25. Pritchett D (2008) BASE: An ACID Alternative. Queue 6:48-55. 10.1145/1394127.1394128
26. Apache CouchDB. http://couchdb.apache.org/. Accessed 29 Sep 2013
27. Murty J (2008) Programming Amazon Web Services: S3, EC2, SQS, FPS, and SimpleDB. O'Reilly Media, Inc
28. DeCandia G, Hastorun D, Jampani M, Kakulapati G, Lakshman A, Pilchin A, Sivasubramanian S, Vosshall P, Vogels W (2007) Dynamo: Amazon's highly available Keyvalue store. ACM SIGOPS Operating Syst Rev 41:205. 10.1145/1323293.1294281
29. Corbett JC, Dean J, Epstein M, Fikes A, Frost C, Furman JJ, Ghemawat S, Gubarev A, Heiser C, Hochschild P, Hsieh W, Kanthak S, Kogan E, Li H, Lloyd A, Melnik S, Mwaura D, Nagle D, Quinlan S, Rao R, Rolig L, Saito Y, Szymaniak M, Taylor C, Wang R, Woodford D (2012) Spanner: Google's globally-distributed database. Osdi 2012:1-14
30. VoltDB Inc (2013) VoltDB Technical Overview. 1-4. http://voltdb.com/downloads/datasheets_collateral/technical_overview.pdf. Accessed 29 Sep 2013
31. Kallman R, Kimura H, Natkins J, Pavlo A, Rasin A, Zdonik S, Jones EPC, Madden S, Stonebraker M, Zhang Y, Hugg J, Abadi DJ (2008) H-store: a high-performance, distributed main memory transaction processing system. Proc VLDB Endowment 1(2):1496-1499
32. Clustrix Inc (2012) A New Approach: Clustrix Sierra Database Engine. 1-10. http://www.clustrix.com/Portals/146389/docs/clustrix_a_new_approach.pdf. Accessed 29 Sep 2013
33. NuoDB Greenbook Publication (2013) NuoDB Emergent Architecture. 1-20. http://go.nuodb.com/rs/nuodb/images/Greenbook_Final.pdf. Accessed 29 Sep 2013
34. DB-Engines Ranking. http://db-engines.com/en/ranking. Accessed 29 Sep 2013
35. MongoDB. http://www.mongodb.org/. Accessed 29 Sep 2013
36. Couchbase Server The NoSQL document database. http://www.couchbase.com/couchbase-server/overview. Accessed 29 Sep 2013
37. Apache HBase. http://hbase.apache.org/. Accessed 29 Sep 2013
38. Redis. http://redis.io/. Accessed 29 Sep 2013
39. Memcached. http://memcached.org/. Accessed 29 Sep 2013
40. Klophaus R (2010) Riak Core: building distributed applications without shared state. Proceedings of CUFP'10-ACM SIGPLAN Commercial Users of Functional Programming. ACM Press, New York, NY, USA, p 1
41. Oracle Berkeley DB 12c. http://www.oracle.com/technetwork/products/berkeleydb/overview/index.html. Accessed 29 Sep 2013
42. Neo4j-What is a Graph Database? http://www.neo4j.org/. Accessed 29 Sep 2013
43. Auradkar A, Botev C, Das S, De Maagd D, Feinberg A, Ganti P, Gao L, Ghosh B, Gopalakrishna K, Harris B, Koshy J, Krawez K, Kreps J, Lu S, Nagaraj S, Narkhede N, Pachev S, Perisic I, Qiao L, Quiggle T, Rao J, Schulman B, Sebastian A, Seeliger O, Silberstein A, Shkolnik B, Soman C, Sumbaly R, Surlaker K, Topiwala S, Tran C, Varadarajan B, Westerman J, White Z, Zhang D, Zhang J (2012) Data Infrastructure at LinkedIn. Proceedings of 2012 IEEE 28th International Conference on Data Engineering. IEEE:1370-1381
44. Buerli M (2012) The current state of graph databases. http://www.cs.utexas.edu/~cannata/dbms/Class%20Notes/08%20Graph_Databases_Survey.p df. Accessed 29 Sep 2013
45. Dean J, Ghemawat S (2008) MapReduce: simplified data processing on large clusters. Comm ACM 51(1):107-113. 10.1145/1327452.1327492
46. Cassandra Query Language (CQL) v3.1.1. http://cassandra.apache.org/doc/cql3/CQL.html. Accessed 29 Sep 2013
47. Harris S, Seaborne A (2013) SPARQL 1.1 Query Language. http://www.w3.org/TR/2013/REC-sparql11-query-20130321/. Accessed 29 Sep 2013
48. AllegroGraph 4.11. http://www.franz.com/agraph/allegrograph/. Accessed 29 Sep 2013
49. Battle R, Benson E (2008) Bridging the semantic Web and Web 2.0 with Representational State Transfer (REST). Web Semantics: Sci Serv Agents World Wide Web 6:61-69. 10.1016/j. websem.2007.11.002
50. Soni Madhulatha T (2012) Graph partitioning advance clustering technique. Int J Computer Sci Eng Surv 3(1):91-104. 10.5121/ijcses.2012.3109
51. PCI Security Standards Council (2010) Payment card industry (PCI) data security standard-requirements and security assessment procedures-version 2.0. https://www.pcisecuritystandards.org/documents/pci_dss_v2.pdf. Accessed 29 Sep 2013
52. Health insurance portability and accountability Act of 1996 (HIPAA). http://www.cms.gov/Regulations-and-Guidance/HIPAA-Administrative-Simplification/HIPAAGenInfo/downloads/hipaalaw.pdf. Accessed 29 Sep 2013
53. Gonzalez N, Miers C, Redígolo F, Simplício M, Carvalho T, Näslund M, Pourzandi M (2012) A quantitative analysis of current security concerns and solutions for cloud computing. J Cloud Computing: Adv Syst Appl 1:11. 10.1186/2192-113X-1-11
54. Basho Technologies (2012) From relational to riak. http://basho.com/assets/RelationaltoRiak.pdf. Accessed 11 Dec 2013
55. Borthakur D, Rash S, Schmidt R, Aiyer A, Gray J, Sen SJ, Muthukkaruppan K, Spiegelberg N, Kuang H, Ranganathan K, Molkov D, Menon A (2011) Apache hadoop goes realtime at Facebook. Proc 2011 Int Conf Manage Data-SIGMOD '11 1071. 10.1145/1989323.1989438
56. Petcu D, Macariu G, Panica S, Crǎciun C (2012) Portable cloud applications-from theory to practice. Future Gen Computer Syst 29(6):1417-1430. 10.1016/j. future.2012.01.009
57. Vaquero LM, Rodero-Merino L, Buyya R (2011) Dynamically scaling applications in the cloud. ACM SIGCOMM Computer Comm Rev 41(1):45-52. 10.1145/1925861.1925869
58. Liu Z, Wang Y, Lin R (2012) A novel development and analysis solution to PaaS log by using CouchDB. 2012 3rd IEEE Int Conf Network Infrastr Digital Content:251-255
59. Ramaswamy L, Lawson V, Gogineni SV (2013) Towards a quality-centric Big data architecture for federated sensor services. 2013 IEEE Int Congr Big Data:86-93. 10.1109/BigData. Congress.2013.21
60. Redmond E, Wilson JR (2013) Seven databases in seven weeks: a guide to modern databases and the NoSQL movement. O'Reilly Media. 978-1-934356-92-0
61. Havlik D, Egly M, Huber H, Kutschera P, Falgenhauer M, Cizek M, et al. (2013) Robust and Trusted Crowd-Sourcing and Crowd-Tasking in the Future Internet. In: IFIP Advances in Information and Communication Technology, 413th edition, pp 164-176
62. Cooper BF, Silberstein A, Tam E, Ramakrishnan R, Sears R (2010) Benchmarking cloud serving systems with YCSB. Proceedings of the 1st ACM Symposium on Cloud Computing. 154:143-154
63. Cooper BF, Ramakrishnan R, Srivastava U, Silberstein A, Bohannon P, Jacobsen H-A, Puz N, Weaver D, Yerneni R (2008) PNUTS: Yahoo!'s hosted data serving platform. Proc VLDB Endowment 1(2):1277-1288
64. Rabl T, Gómez-Villamor S, Sadoghi M, Muntés-Mulero V, Jacobsen HA, Mankovskii S (2012) Solving big data challenges for enterprise application performance management. Proc VLDB Endowment 5(12):1724-1735
65. Bushik S (2012) A Vendor-independent Comparison of NoSQL Databases: Cassandra, HBase, MongoDB, Riak. http://www.networkworld.com/news/tech/2012/102212-nosql-263595.html. Accessed 11 Dec 2013
66. Angles R, Gutierrez C (2008) Survey of graph database models. ACM Computing Surv 40:1-39. 10.1145/1322432.1322433
67. Doytsher Y, Galon B, Kanza Y (2012) Querying socio-spatial networks on the worldwide web. Proceedings of 21st International Conference Companion on World Wide Web-WWW'12 Companion. ACM Press, New York, NY, USA, pp 329-332
68. Mannens E, Coppens S, Pessemier T, Dacquin H, Deursen D, Sutter R, Walle R (2011) Automatic news recommendations via aggregated profiling. Multimed Tools Appl 63:407-425. 10.1007/s11042-011-0844-8
69. Ho L-Y, Wu J-J, Liu P (2012) Distributed graph database for large-scale social computing. 2012 IEEE Fifth Int Conf Cloud Computing:455-462
70. Sor V, Srirama SN (2012) Evaluation of embeddable graph manipulation libraries in memory constrained environments. Proceedings of the 2012 ACM Research in Applied Computation Symposium-RACS'12. ACM Press, New York, NY, USA, pp 269-275
71. Bailis P, Fekete A, Ghodsi A, Hellerstein JM, Stoica I (2013) HAT, not CAP: highly available transactions. arXiv preprint arXiv:1302.0309
72. Thusoo A, Sarma J, Sen JN, Shao Z, Chakka P, Anthony S, Liu H, Wyckoff P, Murthy R (2009) Hive: a warehousing solution over a Map-reduce framework. Proc VLDB Endowment 2(2):1626-1629
73. Olston C, Reed B, Srivastava U, Kumar R, Tomkins A (2008) Pig latin: a not-so-foreign language for data processing. Proceedings of the 2008 ACM SIGMOD International Conference on Management of Data-SIGMOD'08. ACM Press, New York, NY, USA, pp 1099-1110
74. Atzeni P, Bugiotti F, Rossi L (2013) Uniform access to NoSQL systems. Information systems (in press). 10.1016/j. is.2013.05.002