The rise of “big data” on cloud computing: Review and open research issues
Cloud computing is a powerful technology to perform massive-scale and complex computing. It eliminates the need to maintain expensive computing hardware, dedicated space, and software. Massive growth in the scale of data or big data generated through cloud computing has been observed. Addressing big...
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| Vydáno v: | Information systems (Oxford) Ročník 47; s. 98 - 115 |
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| Hlavní autoři: | , , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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Elsevier Ltd
01.01.2015
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| Témata: | |
| ISSN: | 0306-4379, 1873-6076 |
| On-line přístup: | Získat plný text |
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| Abstract | Cloud computing is a powerful technology to perform massive-scale and complex computing. It eliminates the need to maintain expensive computing hardware, dedicated space, and software. Massive growth in the scale of data or big data generated through cloud computing has been observed. Addressing big data is a challenging and time-demanding task that requires a large computational infrastructure to ensure successful data processing and analysis. The rise of big data in cloud computing is reviewed in this study. The definition, characteristics, and classification of big data along with some discussions on cloud computing are introduced. The relationship between big data and cloud computing, big data storage systems, and Hadoop technology are also discussed. Furthermore, research challenges are investigated, with focus on scalability, availability, data integrity, data transformation, data quality, data heterogeneity, privacy, legal and regulatory issues, and governance. Lastly, open research issues that require substantial research efforts are summarized.
•The amount of data continues to increase at an exponential rate.•Cloud computing and big data are conjoined.•Only a few tools are available to address the issues of big data processing in cloud.•Open research issues that require substantial research efforts are summarized. |
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| AbstractList | Cloud computing is a powerful technology to perform massive-scale and complex computing. It eliminates the need to maintain expensive computing hardware, dedicated space, and software. Massive growth in the scale of data or big data generated through cloud computing has been observed. Addressing big data is a challenging and time-demanding task that requires a large computational infrastructure to ensure successful data processing and analysis. The rise of big data in cloud computing is reviewed in this study. The definition, characteristics, and classification of big data along with some discussions on cloud computing are introduced. The relationship between big data and cloud computing, big data storage systems, and Hadoop technology are also discussed. Furthermore, research challenges are investigated, with focus on scalability, availability, data integrity, data transformation, data quality, data heterogeneity, privacy, legal and regulatory issues, and governance. Lastly, open research issues that require substantial research efforts are summarized.
•The amount of data continues to increase at an exponential rate.•Cloud computing and big data are conjoined.•Only a few tools are available to address the issues of big data processing in cloud.•Open research issues that require substantial research efforts are summarized. Cloud computing is a powerful technology to perform massive-scale and complex computing. It eliminates the need to maintain expensive computing hardware, dedicated space, and software. Massive growth in the scale of data or big data generated through cloud computing has been observed. Addressing big data is a challenging and time-demanding task that requires a large computational infrastructure to ensure successful data processing and analysis. The rise of big data in cloud computing is reviewed in this study. The definition, characteristics, and classification of big data along with some discussions on cloud computing are introduced. The relationship between big data and cloud computing, big data storage systems, and Hadoop technology are also discussed. Furthermore, research challenges are investigated, with focus on scalability, availability, data integrity, data transformation, data quality, data heterogeneity, privacy, legal and regulatory issues, and governance. Lastly, open research issues that require substantial research efforts are summarized. Cloud computing is a powerful technology to perform massive-scale and complex computing. It eliminates the need to maintain expensive computing hardware, dedicated space, and software. Massive growth in the scale of data or big data generated through cloud computing has been observed. Addressing big data is a challenging and time-demanding task that requires a large computational infrastructure to ensure successful data processing and analysis. The rise of big data in cloud computing is reviewed in this study. The definition, characteristics, and classification of big data along with some discussions on cloud computing are introduced. The relationship between big data and cloud computing, big data storage systems, and Hadoop technology are also discussed. Furthermore, research challenges are investigated, with focus on scalability, availability, data integrity, data transformation, data quality, data heterogeneity, privacy, legal and regulatory issues, and governance. Lastly, open research issues that require substantial research efforts are summarized. Adapted from the source document. |
| Author | Hashem, Ibrahim Abaker Targio Ullah Khan, Samee Yaqoob, Ibrar Mokhtar, Salimah Gani, Abdullah Anuar, Nor Badrul |
| Author_xml | – sequence: 1 givenname: Ibrahim Abaker Targio surname: Hashem fullname: Hashem, Ibrahim Abaker Targio email: targio@siswa.um.edu.my organization: Faculty of Computer Science and information Technology, University of Malaya, 50603 Kuala Lumpur, Malaysia – sequence: 2 givenname: Ibrar surname: Yaqoob fullname: Yaqoob, Ibrar email: ibraryaqoob@siswa.um.edu.my organization: Faculty of Computer Science and information Technology, University of Malaya, 50603 Kuala Lumpur, Malaysia – sequence: 3 givenname: Nor Badrul surname: Anuar fullname: Anuar, Nor Badrul email: badrul@um.edu.my organization: Faculty of Computer Science and information Technology, University of Malaya, 50603 Kuala Lumpur, Malaysia – sequence: 4 givenname: Salimah surname: Mokhtar fullname: Mokhtar, Salimah email: salimah@um.edu.my organization: Faculty of Computer Science and information Technology, University of Malaya, 50603 Kuala Lumpur, Malaysia – sequence: 5 givenname: Abdullah surname: Gani fullname: Gani, Abdullah email: abdullah@um.edu.my organization: Faculty of Computer Science and information Technology, University of Malaya, 50603 Kuala Lumpur, Malaysia – sequence: 6 givenname: Samee surname: Ullah Khan fullname: Ullah Khan, Samee email: samee.khan@ndsu.edu organization: NDSU-CIIT Green Computing and Communications Laboratory, North Dakota State University, Fargo, ND 58108, USA |
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| Cites_doi | 10.14778/1687553.1687609 10.1016/j.ins.2014.03.066 10.1145/2522968.2522979 10.14778/1687553.1687625 10.1145/2405186.2405191 10.1109/MC.2013.326 10.1016/j.future.2011.05.025 10.1109/ICSensT.2012.6461705 10.1109/HICSS.2013.645 10.1186/1471-2105-15-30 10.1109/CloudCom.2010.107 10.1186/1471-2105-11-S12-S1 10.1016/j.future.2010.12.006 10.1145/1851476.1851593 10.1016/j.jpdc.2012.06.009 10.1007/s11036-013-0489-0 10.1016/j.jpdc.2013.04.004 10.1145/1646468.1646476 10.1109/MC.2013.155 10.1007/978-3-642-32692-9_102 10.1109/I-SPAN.2012.9 10.1016/j.dss.2012.05.048 10.1145/375551.375602 10.1016/j.compeleceng.2013.11.016 10.1109/TPDS.2012.238 10.1109/NAS.2007.1 10.1145/1376616.1376726 10.1145/1365815.1365816 10.1145/1294261.1294281 10.1109/MC.2013.162 10.1016/j.future.2012.05.005 10.1016/S1353-4858(13)70135-1 10.1002/j.1538-7305.1949.tb00928.x 10.1109/ICDMW.2010.172 10.1145/1165389.945450 10.14778/2367502.2367519 10.14778/1687627.1687731 10.1007/s11227-013-1055-z 10.1109/ICECENG.2011.6057171 10.1109/MIS.2013.39 10.1109/CSE.2013.164 10.1109/COMPSACW.2013.72 10.14778/1687553.1687567 10.1145/1807128.1807157 10.1109/CLOUD.2010.59 10.1109/MIC.2013.63 10.1016/j.comnet.2013.04.001 10.1145/1721654.1721672 10.1016/S0375-9601(01)00609-0 10.1016/j.future.2013.04.026 10.1109/SII.2011.6147460 10.1109/SURV.2012.060912.00182 10.1038/nrg2857-c2 10.1109/CGC.2012.43 10.1016/j.future.2012.05.023 10.1016/j.clsr.2013.07.007 10.1038/ng1032 10.1109/MSST.2010.5496972 10.1145/1772690.1772803 10.1109/CLOUD.2010.82 10.1109/COMSNETS.2011.5716422 10.1016/j.future.2012.05.027 10.14778/3402755.3402761 10.1109/INFCOM.2011.5935306 10.1109/JSAC.2013.131211 10.1016/j.jbi.2013.07.001 10.1145/1327452.1327492 10.1145/1978915.1978919 10.1109/DASC.2009.139 10.1109/TPDS.2011.252 10.1109/MC.2014.26 |
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| References | Z. Wang, Y. Chu, K.-L. Tan, D. Agrawal, A.E. Abbadi, X. Xu, Scalable Data Cube Analysis over Big Data, arXiv preprint L. Hsiao-Ying, W.G. Tzeng, A secure erasure code-based cloud storage system with secure data forwarding, parallel and distributed systems, IEEE Transactions on, 23 (2012) pp. 995–1003. International Conference on, 2013, pp. 1128–1135. S. Bhagat, G. Cormode, B. Krishnamurthy, D. Srivastava, Privacy in dynamic social networks, in: Proceedings of the 19 B.P. Rao, P. Saluia, N. Sharma, A. Mittal, S.V. Sharma, Cloud computing for Internet of Things & sensing based applications, in: Proceedings of the Sensing Technology (ICST), 2012 Sixth International Conference on, IEEE, 2012, pp. 374–380. Chang, Dean, Ghemawat, Hsieh, Wallach, Burrows, Chandra, Fikes, Gruber (bib17) 2008; 26 M. Schroeck, R. Shockley, J. Smart, D. Romero-Morales, P. Tufano, Analytics: The real-world use of big data, in, IBM Global Business Services, 2012. O’Leary (bib12) 2013; 28 J. Ekanayake, H. Li, B. Zhang, T. Gunarathne, S.-H. Bae, J. Qiu, G. Fox, Twister: a runtime for iterative mapreduce, in: Proceedings of the 19 Hipgrave (bib52) 2013; 2013 workshop on many-task computing on grids and supercomputers, ACM, 2009, p. 8. Cloudera, Nokia: Using Big Data to Bridge the Virtual & Physical Worlds. C. Ning, W. Cong, M. Li, R. Kui, L. Wenjing, Privacy-preserving multi-keyword ranked search over encrypted cloud data, INFOCOM, 2011 Proceedings IEEE, 2011, pp. 829–837. L. Chih-Wei, H. Chih-Ming, C. Chih-Hung, Y. Chao-Tung, An Improvement to Data Service in Cloud Computing with Content Sensitive Transaction Analysis and Adaptation, Computer Software and Applications Conference Workshops (COMPSACW), 2013 IEEE 37 Quackenbush (bib26) 2002; 32 Tallon (bib124) 2013; 46 Berman (bib9) 2013 D. Agrawal, C.C. Aggarwal, On the design and quantification of privacy preserving data mining algorithms, in: Proceedings of the Twentieth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, ACM, Santa Barbara, California, USA, 2001, pp. 247–255. Huan (bib31) 2013; 17 Reid, Carroll, Veeraraghavan, Dahdouli, Sundquist, English, Bainbridge, White, Salerno, Buhay (bib64) 2014; 15 international conference on World wide web, ACM, Raleigh, North Carolina, USA, 2010, pp. 1059–1060. Cumbley, Church (bib2) 2013; 29 Khan, Abdul Nasir, et al. BSS: block-based sharing scheme for secure data storage services in mobile cloud environment. The Journal of Supercomputing (2014) 1–31 Singh, Guntuku, Thakur, Hota (bib47) 2014 R. Holman, Mobile Cloud Application Revenues To Hit $9.5 billion by 2014, Driven by Converged Mobile Services, in: The Juniper Research, 2010. Tankard (bib120) 2012; 2012 International Conference on Machine Learning (ICML-10), 2010, pp. 655–662. George (bib78) 2011 International Conference on, IEEE, Miami, FL, 2010, pp. 107–114. (2013). Cox, Ellsworth (bib6) 1997 K. Mayama, W. Skulkittiyut, Y. Ando, T. Yoshimi, M. Mizukawa, Proposal of object management system for applying to existing object storage furniture, System Integration (SII),2011 IEEE/SICE International Symposium on, IEEE, 2011, pp. 279–282. S. Soares, Big Data Governance, Sunilsoares, 2012. F. Lin, W.W. Cohen, Power iteration clustering, in: Proceedings of the 27 Hurwitz, Nugent, Halper, Kaufman (bib29) 2013 Beyer, Ercegovac, Gemulla, Balmin, Eltabakh, Kanne, Ozcan, Shekita (bib89) 2011 Dean, Ghemawat (bib43) 2008; 51 International Conference on Pervasive Computing, 2012, pp. 1–8. Abadi, Boncz, Harizopoulos (bib16) 2009; 2 P. Noordhuis, M. Heijkoop, A. Lazovik, Mining twitter in the cloud: A case study, Cloud Computing (CLOUD), 2010, in: Proceedings of IEEE 3 ACM International Symposium on High Performance Distributed Computing, ACM, 2010, pp. 810–818. ACM symposium on Cloud computing, ACM, 2010, pp. 163–174. Shannon (bib109) 1949; 28 J. Manyika, M. Chui, B. Brown, J. Bughin, R. Dobbs, C. Roxburgh, A.H. Byers, Big data: The next frontier for innovation, competition, and productivity, (2011). Gunarathne, Zhang, Wu, Qiu (bib36) 2013; 29 O’Driscoll, Daugelaite, Sleator (bib37) 2013; 46 L. Neumeyer, B. Robbins, A. Nair, A. Kesari, S4: Distributed Stream Computing Platform, Data Mining Workshops (ICDMW), 2010 IEEE International Conference on, 2010, pp. 170–177. Strauss, Burger (bib69) 2014; 47 DeCandia, Hastorun, Jampani, Kakulapati, Lakshman, Pilchin, Sivasubramanian, Vosshall, Vogels (bib20) 2007; 41 Kwon, Lee, Shin (bib46) 2014; 34 Symposium on, 2010, pp. 1–10. (accessed 05.07.14). P. Hunt, M. Konar, F.P. Junqueira, B. Reed, ZooKeeper: wait-free coordination for internet-scale systems, in: Proceedings of the 2010 USENIX conference on USENIX annual technical conference, 2010, pp. 11–11. Malik (bib121) 2013; 57 A. Rabkin, R. Katz, Chukwa: A system for reliable large-scale log collection, in: Proceedings of the 24 Strong, Lee, Wang (bib103) 1997; 40 A. Cassandra, The Apache Cassandra project, in. Demirkan, Delen (bib54) 2013; 55 international conference on Large installation system administration, USENIX Association, 2010, pp. 1–15. (accessed 22.07.14). Giuseppe, Alessio, Walter, Antonio (bib35) 2013; 57 Redman, Blanton (bib102) 1997 Sakr, Liu, Fayoumi (bib88) 2013; 46 J.K. Laurila, D. Gatica-Perez, I. Aad, J. Blom, O. Bornet, T.-M.-T. Do, O. Dousse, J. Eberle, M. Miettinen, The mobile data challenge: Big data for mobile computing research, Workshop on the Nokia Mobile Data Challenge, in: Proceedings of the Conjunction with the 10 International Symposium on, IEEE, 2012, pp. 17–23. Srirama, Jakovits, Vainikko (bib56) 2012; 28 Franks (bib15) 2012 Armbrust, Fox, Griffith, Joseph, Katz, Konwinski, Lee, Patterson, Rabkin, Stoica, Zaharia (bib30) 2010; 53 Akerkar (bib101) 2013 M.D. Assuncao, R.N. Calheiros, S. Bianchi, M.A. Netto, R. Buyya, Big Data Computing and Clouds: Challenges, Solutions, and Future Directions, arXiv preprint C. Ji, Y. Li, W. Qiu, U. Awada, K. Li, Big data processing in cloud computing environments, Pervasive Systems, Algorithms and Networks (ISPAN), 2012,in: Proceedings of the 12 Pike, Dorward, Griesemer, Quinlan (bib93) 2005; 13 Amazon, AWS Case Study: SwiftKey. Talia (bib41) 2013; 46 T. Gunarathne, T.-L. Wu, J. Qiu, G. Fox, MapReduce in the Clouds for Science, IEEE Second International Conference on Cloud Computing Technology and Science (CloudCom), 2010, pp. 565–572. A. Lakshman, P. Malik, The Apache cassandra project, in, 2011. Mell, Grance (bib34) 2011; 800 R. Cattell, Scalable SQL and NoSQL data stores, ACM SIGMOD Record, 39 (4), ACM New York, NY, USA, 2011, 12–27. Microsoft, 343 Industries Gets New User Insights from Big Data in the Cloud. Zikopoulos, Parasuraman, Deutsch, Giles, Corrigan (bib8) 2012 Tannahill, Jamshidi (bib49) 2014; 40 A. Squicciarini, S. Sundareswaran, D. Lin, Preventing Information Leakage from Indexing in the Cloud, Cloud Computing (CLOUD), 2010 IEEE 3 Loshin (bib122) 2013 Google, Case study: How redBus uses BigQuery to Master Big Data. L. Hao, D. Han, IEEE Conference on The study and design on secure-cloud storage system, Electrical and Control Engineering (ICECE), 2011 International 2011, pp. 5126–5129. Abouzeid, Bajda-Pawlikowski, Abadi, Silberschatz, Rasin (bib91) 2009; 2 M. Zaharia, M. Chowdhury, M.J. Franklin, S. Shenker, I. Stoica, Spark: cluster computing with working sets, in: Proceedings of the 2 Alacer, Case Studies: Big Data. L. Chang, R. Ranjan, Z. Xuyun, Y. Chi, D. Georgakopoulos, C. Jinjun, Public Auditing for Big Data Storage in Cloud Computing – a Survey, Computational Science and Engineering (CSE), 2013 IEEE 16 Hawaii International Conference on, IEEE, 2013, pp. 995–1004. Ramakrishnan, Gehrke (bib96) 2003 Pandey, Nepal (bib32) 2013; 29 Ghemawat, Gobioff, Leung (bib97) 2003; 37 Chen, Mao, Liu (bib13) 2014; 19 Fan, Huang (bib112) 2013; 29 Aluru, Simmhan (bib51) 2013; 73 Sanaei, Abolfazli, Gani, Buyya (bib40) 2013 F. Faghri, S. Bazarbayev, M. Overholt, R. Farivar, R.H. Campbell, W.H. Sanders, Failure scenario as a service (FsaaS) for Hadoop clusters, in: Proceedings of the Workshop on Secure and Dependable Middleware for Cloud Monitoring and Management, ACM, 2012, p. 5. Li, Xu, Kang, Yow, Xu (bib113) 2013 White (bib73) 2009 International Conference on, 2010, pp. 188–195. J. Abawajy, Symbioses of Big Data and Cloud Computing: Opportunities & Challenges, (2013). Chen, Alspaugh, Katz (bib27) 2012; 5 R. Sravan Kumar, A. Saxena, Data integrity proofs in cloud storage, in: Proceedings of the Third International Conference on Communication Systems and Networks (COMSNETS), 2011, pp. 1–4. Thusoo, Sarma, Jain, Shao, Chakka, Anthony, Liu, Wyckoff, Murthy (bib77) 2009; 2 Che, Safran, Peng (bib105) 2013 Miller, E (bib45) 2013; 18 Leavitt (bib68) 2013; 46 D.P. Bertsekas, Nonlinear programming, (1999). Tene, Polonetsky (bib106) 2012; 64 S. Kaisler, F. Armour, J.A. Espinosa, W. Money, Big Data: Issues and Challenges Moving Forward, System Sciences (HICSS), 2013, in: Proceedings of the 46 Zissis, Lekkas (bib98) 2012; 28 Seeger, Ultra-Large-Sites (bib19) 2009 Yan, Brahmakshatriya, Xue, Gilder, Wise (bib57) 2012; 73 K. Shvachko, K. Hairong, S. Radia, R. Chansler, The Hadoop Distributed File System, Mass Storage Systems and Technologies (MSST), 2010 IEEE 26 Gantz, Reinsel (bib10) 2011 S. Das, D. Agrawal, A. El Abbadi, G-store: a scalable data store for transactional multi key access in the cloud, in: Proceedings of the 1 Taylor (bib23) 2010; 11 USENIX conference on Hot topics in cloud computing, 2010, pp. 10–10. L. Lin, V. Lychagina, W. Liu, Y. Kwon, S. Mittal, M. Wong, Tenzing a sql implementation on the mapreduce framework, (2011). Friedman, Pawlowski, Cieslewicz (bib92) 2009; 2 Rahm, Do (bib25) 2000; 23 (accessed 24.07.14). Owen, Anil, Dunning, Friedman (bib79) 2011 Z. Xuyun, L. Chang, S. Nepal, D. Wanchun, C. Jinjun, Privacy-Preserving Layer over MapReduce on Cloud, in: International Conference on Cloud and Green Computing (CGC), 2012, pp. 304–310. K. Weber, G. Rincon, A. Van Eenennaam, B. Golden, J. Medrano, Differences in allele frequency distribution of bovine high-density genotyping platforms in holsteins and jerseys, Western section American society of Animal Berman (10.1016/j.is.2014.07.006_bib9) 2013 Chen (10.1016/j.is.2014.07.006_bib13) 2014; 19 Pike (10.1016/j.is.2014.07.006_bib93) 2005; 13 Akerkar (10.1016/j.is.2014.07.006_bib101) 2013 10.1016/j.is.2014.07.006_bib84 10.1016/j.is.2014.07.006_bib87 Sakr (10.1016/j.is.2014.07.006_bib88) 2013; 46 Armbrust (10.1016/j.is.2014.07.006_bib30) 2010; 53 Loshin (10.1016/j.is.2014.07.006_bib122) 2013 10.1016/j.is.2014.07.006_bib80 10.1016/j.is.2014.07.006_bib81 Zhifeng (10.1016/j.is.2014.07.006_bib86) 2013; 15 10.1016/j.is.2014.07.006_bib82 10.1016/j.is.2014.07.006_bib83 Ramakrishnan (10.1016/j.is.2014.07.006_bib96) 2003 White (10.1016/j.is.2014.07.006_bib73) 2009 10.1016/j.is.2014.07.006_bib18 Fan (10.1016/j.is.2014.07.006_bib112) 2013; 29 Hoffman (10.1016/j.is.2014.07.006_bib85) 2013 Strong (10.1016/j.is.2014.07.006_bib103) 1997; 40 Taylor (10.1016/j.is.2014.07.006_bib23) 2010; 11 10.1016/j.is.2014.07.006_bib95 O’Leary (10.1016/j.is.2014.07.006_bib12) 2013; 28 Demirkan (10.1016/j.is.2014.07.006_bib54) 2013; 55 10.1016/j.is.2014.07.006_bib11 10.1016/j.is.2014.07.006_bib99 10.1016/j.is.2014.07.006_bib14 Giuseppe (10.1016/j.is.2014.07.006_bib35) 2013; 57 Fernando (10.1016/j.is.2014.07.006_bib38) 2013; 29 10.1016/j.is.2014.07.006_bib90 Zissis (10.1016/j.is.2014.07.006_bib98) 2012; 28 Dean (10.1016/j.is.2014.07.006_bib43) 2008; 51 Owen (10.1016/j.is.2014.07.006_bib79) 2011 10.1016/j.is.2014.07.006_bib94 Hipgrave (10.1016/j.is.2014.07.006_bib52) 2013; 2013 Cox (10.1016/j.is.2014.07.006_bib6) 1997 Abadi (10.1016/j.is.2014.07.006_bib16) 2009; 2 10.1016/j.is.2014.07.006_bib28 Shannon (10.1016/j.is.2014.07.006_bib109) 1949; 28 Miller (10.1016/j.is.2014.07.006_bib45) 2013; 18 10.1016/j.is.2014.07.006_bib21 Lee (10.1016/j.is.2014.07.006_bib55) 2012; 310 10.1016/j.is.2014.07.006_bib22 10.1016/j.is.2014.07.006_bib125 10.1016/j.is.2014.07.006_bib126 10.1016/j.is.2014.07.006_bib24 Sanaei (10.1016/j.is.2014.07.006_bib40) 2013 Cumbley (10.1016/j.is.2014.07.006_bib2) 2013; 29 Kwon (10.1016/j.is.2014.07.006_bib46) 2014; 34 Reid (10.1016/j.is.2014.07.006_bib64) 2014; 15 10.1016/j.is.2014.07.006_bib39 Kocarev (10.1016/j.is.2014.07.006_bib110) 2001; 289 10.1016/j.is.2014.07.006_bib118 10.1016/j.is.2014.07.006_bib119 10.1016/j.is.2014.07.006_bib33 10.1016/j.is.2014.07.006_bib114 10.1016/j.is.2014.07.006_bib115 10.1016/j.is.2014.07.006_bib116 Chen (10.1016/j.is.2014.07.006_bib27) 2012; 5 Gunarathne (10.1016/j.is.2014.07.006_bib36) 2013; 29 10.1016/j.is.2014.07.006_bib117 Quackenbush (10.1016/j.is.2014.07.006_bib26) 2002; 32 10.1016/j.is.2014.07.006_bib123 Abdul Nasir (10.1016/j.is.2014.07.006_bib127) 2014; 68 Srirama (10.1016/j.is.2014.07.006_bib56) 2012; 28 George (10.1016/j.is.2014.07.006_bib78) 2011 Zhang (10.1016/j.is.2014.07.006_bib66) 2010 Aluru (10.1016/j.is.2014.07.006_bib51) 2013; 73 10.1016/j.is.2014.07.006_bib48 Tankard (10.1016/j.is.2014.07.006_bib120) 2012; 2012 10.1016/j.is.2014.07.006_bib107 10.1016/j.is.2014.07.006_bib108 10.1016/j.is.2014.07.006_bib42 10.1016/j.is.2014.07.006_bib104 Che (10.1016/j.is.2014.07.006_bib105) 2013 10.1016/j.is.2014.07.006_bib111 Ghemawat (10.1016/j.is.2014.07.006_bib97) 2003; 37 Seeger (10.1016/j.is.2014.07.006_bib19) 2009 Chang (10.1016/j.is.2014.07.006_bib17) 2008; 26 Huan (10.1016/j.is.2014.07.006_bib31) 2013; 17 Li (10.1016/j.is.2014.07.006_bib113) 2013 Abouzeid (10.1016/j.is.2014.07.006_bib91) 2009; 2 10.1016/j.is.2014.07.006_bib59 Friedman (10.1016/j.is.2014.07.006_bib92) 2009; 2 Bollier (10.1016/j.is.2014.07.006_bib44) 2010 Linquan (10.1016/j.is.2014.07.006_bib53) 2013; 31 10.1016/j.is.2014.07.006_bib100 Tene (10.1016/j.is.2014.07.006_bib106) 2012; 64 10.1016/j.is.2014.07.006_bib50 Hurwitz (10.1016/j.is.2014.07.006_bib29) 2013 Thusoo (10.1016/j.is.2014.07.006_bib77) 2009; 2 Ghemawat (10.1016/j.is.2014.07.006_bib75) 2003; 37 Beyer (10.1016/j.is.2014.07.006_bib89) 2011 10.1016/j.is.2014.07.006_bib7 10.1016/j.is.2014.07.006_bib5 10.1016/j.is.2014.07.006_bib4 Tannahill (10.1016/j.is.2014.07.006_bib49) 2014; 40 Schadt (10.1016/j.is.2014.07.006_bib58) 2011; 12 Singh (10.1016/j.is.2014.07.006_bib47) 2014 Franks (10.1016/j.is.2014.07.006_bib15) 2012 10.1016/j.is.2014.07.006_bib62 Gantz (10.1016/j.is.2014.07.006_bib10) 2011 10.1016/j.is.2014.07.006_bib63 10.1016/j.is.2014.07.006_bib65 DeCandia (10.1016/j.is.2014.07.006_bib20) 2007; 41 Rahm (10.1016/j.is.2014.07.006_bib25) 2000; 23 10.1016/j.is.2014.07.006_bib67 Redman (10.1016/j.is.2014.07.006_bib102) 1997 Zikopoulos (10.1016/j.is.2014.07.006_bib8) 2012 Malik (10.1016/j.is.2014.07.006_bib121) 2013; 57 10.1016/j.is.2014.07.006_bib60 10.1016/j.is.2014.07.006_bib61 Tallon (10.1016/j.is.2014.07.006_bib124) 2013; 46 Strauss (10.1016/j.is.2014.07.006_bib69) 2014; 47 Talia (10.1016/j.is.2014.07.006_bib41) 2013; 46 Leavitt (10.1016/j.is.2014.07.006_bib68) 2013; 46 10.1016/j.is.2014.07.006_bib74 10.1016/j.is.2014.07.006_bib76 O’Driscoll (10.1016/j.is.2014.07.006_bib37) 2013; 46 Yan (10.1016/j.is.2014.07.006_bib57) 2012; 73 10.1016/j.is.2014.07.006_bib70 10.1016/j.is.2014.07.006_bib71 Mell (10.1016/j.is.2014.07.006_bib34) 2011; 800 10.1016/j.is.2014.07.006_bib72 Pandey (10.1016/j.is.2014.07.006_bib32) 2013; 29 10.1016/j.is.2014.07.006_bib3 10.1016/j.is.2014.07.006_bib1 |
| References_xml | – volume: 28 start-page: 184 year: 2012 end-page: 192 ident: bib56 article-title: Adapting scientific computing problems to clouds using MapReduce publication-title: Futur. Gener. Comput. Syst. – reference: W. Hu, D. Hu, C. Xie, F. Chen, IEEE International Conference on A New Data Format and a New Error Control Scheme for Optical-Storage Systems, Networking, Architecture, and Storage, 2007, NAS 2007 2007, pp. 193–198. – reference: Khan, Abdul Nasir, et al. BSS: block-based sharing scheme for secure data storage services in mobile cloud environment. The Journal of Supercomputing (2014) 1–31 – reference: B.P. Rao, P. Saluia, N. Sharma, A. Mittal, S.V. Sharma, Cloud computing for Internet of Things & sensing based applications, in: Proceedings of the Sensing Technology (ICST), 2012 Sixth International Conference on, IEEE, 2012, pp. 374–380. – reference: A. Cassandra, The Apache Cassandra project, in. – reference: M.D. Assuncao, R.N. Calheiros, S. Bianchi, M.A. Netto, R. Buyya, Big Data Computing and Clouds: Challenges, Solutions, and Future Directions, arXiv preprint – reference: D. Warneke, O. Kao, Nephele: efficient parallel data processing in the cloud, in: Proceedings of the 2 – year: 2013 ident: bib101 article-title: Big Data Computing – volume: 23 start-page: 3 year: 2000 end-page: 13 ident: bib25 article-title: Data cleaning: problems and current approaches publication-title: IEEE Data Eng. Bull. – volume: 2 start-page: 1402 year: 2009 end-page: 1413 ident: bib92 article-title: SQL/MapReduce: a practical approach to self-describing, polymorphic, and parallelizable user-defined functions publication-title: Proc. VLDB Endow. – volume: 46 start-page: 22 year: 2013 end-page: 25 ident: bib68 article-title: Storage challenge: where will all that big data go? publication-title: Computer – reference: Alacer, Case Studies: Big Data. – volume: 46 start-page: 774 year: 2013 end-page: 781 ident: bib37 article-title: ‘Big data’, Hadoop and cloud computing in genomics publication-title: J. Biomed. Inform. – reference: A. Rabkin, R. Katz, Chukwa: A system for reliable large-scale log collection, in: Proceedings of the 24 – volume: 28 start-page: 656 year: 1949 end-page: 715 ident: bib109 article-title: Communication theory of secrecy systems⁎ publication-title: Bell Syst. Tech. J. – reference: F. Lin, W.W. Cohen, Power iteration clustering, in: Proceedings of the 27 – reference: P. Noordhuis, M. Heijkoop, A. Lazovik, Mining twitter in the cloud: A case study, Cloud Computing (CLOUD), 2010, in: Proceedings of IEEE 3 – reference: C. Olston, B. Reed, U. Srivastava, R. Kumar, A. Tomkins, Pig latin: a not-so-foreign language for data processing, in: Proceedings of the 2008 ACM SIGMOD international conference on Management of data, ACM, 2008, pp. 1099–1110. – volume: 2 start-page: 1626 year: 2009 end-page: 1629 ident: bib77 article-title: Hive: a warehousing solution over a map-reduce framework publication-title: Proc. VLDB Endow. – reference: International Conference on Pervasive Computing, 2012, pp. 1–8. – reference: S. Kaisler, F. Armour, J.A. Espinosa, W. Money, Big Data: Issues and Challenges Moving Forward, System Sciences (HICSS), 2013, in: Proceedings of the 46 – reference: , (accessed 05.07.14). – volume: 40 start-page: 2 year: 2014 end-page: 15 ident: bib49 article-title: System of systems and big data analytics – bridging the gap publication-title: Comput. Electr. Eng. – volume: 2012 start-page: 5 year: 2012 end-page: 8 ident: bib120 article-title: Big data security publication-title: Netw. Secur. – volume: 310 start-page: 799 year: 2012 end-page: 806 ident: bib55 article-title: Cloud computing availability: multi-clouds for big data service publication-title: Communications in Computer and Information Science – volume: 19 start-page: 1 year: 2014 end-page: 39 ident: bib13 article-title: Big data: a survey publication-title: Mob. Netw. Appl. – reference: L. Chang, R. Ranjan, Z. Xuyun, Y. Chi, D. Georgakopoulos, C. Jinjun, Public Auditing for Big Data Storage in Cloud Computing – a Survey, Computational Science and Engineering (CSE), 2013 IEEE 16 – reference: , (2013). – reference: R. Sravan Kumar, A. Saxena, Data integrity proofs in cloud storage, in: Proceedings of the Third International Conference on Communication Systems and Networks (COMSNETS), 2011, pp. 1–4. – volume: 51 start-page: 107 year: 2008 end-page: 113 ident: bib43 article-title: MapReduce: simplified data processing on large clusters publication-title: Commun. ACM – volume: 37 start-page: 29 year: 2003 end-page: 43 ident: bib75 article-title: The Google file system publication-title: ACM SIGOPS Oper. Syst. Rev. ACM – volume: 15 start-page: 843 year: 2013 end-page: 859 ident: bib86 article-title: Security and privacy in cloud computing publication-title: IEEE Commun. Surv. Tutor. – volume: 289 start-page: 199 year: 2001 end-page: 206 ident: bib110 article-title: Logistic map as a block encryption algorithm publication-title: Phys. Lett. – volume: 29 start-page: 84 year: 2013 end-page: 106 ident: bib38 article-title: Mobile cloud computing: a survey publication-title: Futu. Gener. Comput. Syst. – volume: 12 start-page: 224 year: 2011 ident: bib58 article-title: Cloud and heterogeneous computing solutions exist today for the emerging big data problems in biology publication-title: Nat. Rev. Genet. – reference: Z. Xuyun, L. Chang, S. Nepal, S. Pandey, C. Jinjun, A Privacy Leakage Upper Bound Constraint-Based Approach for Cost-Effective Privacy Preserving of Intermediate Data Sets in Cloud, Parallel and Distributed Systems, IEEE Transactions on 24 (2013) pp. 1192–1202. – reference: International Symposium on, IEEE, 2012, pp. 17–23. – volume: 47 start-page: 24 year: 2014 end-page: 31 ident: bib69 article-title: What the future holds for solid-state memory publication-title: Computer – volume: 46 start-page: 11 year: 2013 ident: bib88 article-title: The family of MapReduce and large-scale data processing systems publication-title: ACM Comput. Surv. (CSUR) – reference: R. Cattell, Scalable SQL and NoSQL data stores, ACM SIGMOD Record, 39 (4), ACM New York, NY, USA, 2011, 12–27. – reference: W. Itani, A. Kayssi, A. Chehab, Privacy as a Service: Privacy-Aware Data Storage and Processing in Cloud Computing Architectures, Dependable, Autonomic and Secure Computing, 2009. DASC ’09, in: Proceedings of the Eighth IEEE International Conference on, 2009, pp. 711–716. – volume: 11 start-page: S1 year: 2010 ident: bib23 article-title: An overview of the Hadoop/MapReduce/Hbase framework and its current applications in bioinformatics publication-title: BMC Bioinf. – reference: Amazon, AWS Case Study: SwiftKey. – year: 2013 ident: bib113 article-title: Efficient multi-keyword ranked query over encrypted data in cloud computing publication-title: Futur. Gener. Comput. Syst. – volume: 2 start-page: 1664 year: 2009 end-page: 1665 ident: bib16 article-title: Column-oriented database systems publication-title: Proc. VLDB Endow – reference: International Conference on, 2010, pp. 188–195. – reference: Z. Wang, Y. Chu, K.-L. Tan, D. Agrawal, A.E. Abbadi, X. Xu, Scalable Data Cube Analysis over Big Data, arXiv preprint – start-page: xix year: 2013 end-page: xxvi ident: bib9 article-title: Introduction, in: Principles of Big Data – year: 2009 ident: bib19 article-title: Key-Value stores: a practical overview publication-title: Comput. Sci. Media – volume: 46 start-page: 98 year: 2013 end-page: 101 ident: bib41 article-title: Clouds for scalable big data analytics publication-title: Computer – reference: K. Shvachko, K. Hairong, S. Radia, R. Chansler, The Hadoop Distributed File System, Mass Storage Systems and Technologies (MSST), 2010 IEEE 26 – reference: D. Agrawal, C.C. Aggarwal, On the design and quantification of privacy preserving data mining algorithms, in: Proceedings of the Twentieth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, ACM, Santa Barbara, California, USA, 2001, pp. 247–255. – reference: ACM International Symposium on High Performance Distributed Computing, ACM, 2010, pp. 810–818. – reference: International Conference on, 2013, pp. 1128–1135. – reference: A. Lakshman, P. Malik, The Apache cassandra project, in, 2011. – volume: 64 start-page: 63 year: 2012 ident: bib106 article-title: Privacy in the age of big data: a time for big decisions publication-title: Stanford Law Review Online – reference: L. Neumeyer, B. Robbins, A. Nair, A. Kesari, S4: Distributed Stream Computing Platform, Data Mining Workshops (ICDMW), 2010 IEEE International Conference on, 2010, pp. 170–177. – reference: D.P. Bertsekas, Nonlinear programming, (1999). – volume: 13 start-page: 277 year: 2005 end-page: 298 ident: bib93 article-title: Interpreting the data: parallel analysis with Sawzall publication-title: Sci. Progr. – reference: S. Das, D. Agrawal, A. El Abbadi, G-store: a scalable data store for transactional multi key access in the cloud, in: Proceedings of the 1 – year: 2013 ident: bib85 article-title: Apache Flume: Distributed Log Collection for Hadoop – reference: Cloudera, Nokia: Using Big Data to Bridge the Virtual & Physical Worlds. – year: 2011 ident: bib78 article-title: Hbase: The Definitive Guide – volume: 29 start-page: 601 year: 2013 end-page: 609 ident: bib2 article-title: Is Big Data creepy? publication-title: Comput. Law Secur. Rev. – reference: , (accessed 15.07.14). – volume: 15 start-page: 30 year: 2014 ident: bib64 article-title: Launching genomics into the cloud: deployment of Mercury, a next generation sequence analysis pipeline publication-title: BMC Bioinf. – year: 2013 ident: bib29 article-title: Big data for dummies publication-title: For Dummies – volume: 2 start-page: 922 year: 2009 end-page: 933 ident: bib91 article-title: HadoopDB: an architectural hybrid of MapReduce and DBMS technologies for analytical workloads publication-title: Proc. VLDB Endow. – reference: Annual, 2013, pp. 463–468. – reference: J.K. Laurila, D. Gatica-Perez, I. Aad, J. Blom, O. Bornet, T.-M.-T. Do, O. Dousse, J. Eberle, M. Miettinen, The mobile data challenge: Big data for mobile computing research, Workshop on the Nokia Mobile Data Challenge, in: Proceedings of the Conjunction with the 10 – start-page: 1 year: 2013 end-page: 24 ident: bib40 article-title: Heterogeneity in mobile cloud computing: taxonomy and open challenges publication-title: IEEE Commun. Surv. Tutor. – reference: A. Squicciarini, S. Sundareswaran, D. Lin, Preventing Information Leakage from Indexing in the Cloud, Cloud Computing (CLOUD), 2010 IEEE 3 – year: 2009 ident: bib73 article-title: Hadoop: The Definitive Guide: The Definitive Guide – reference: K. Mayama, W. Skulkittiyut, Y. Ando, T. Yoshimi, M. Mizukawa, Proposal of object management system for applying to existing object storage furniture, System Integration (SII),2011 IEEE/SICE International Symposium on, IEEE, 2011, pp. 279–282. – volume: 46 start-page: 32 year: 2013 end-page: 38 ident: bib124 article-title: Corporate governance of big data: perspectives on value, risk, and cost publication-title: Computer – volume: 55 start-page: 412 year: 2013 end-page: 421 ident: bib54 article-title: Leveraging the capabilities of service-oriented decision support systems: putting analytics and big data in cloud publication-title: Decis. Support Syst. – reference: S. Bhagat, G. Cormode, B. Krishnamurthy, D. Srivastava, Privacy in dynamic social networks, in: Proceedings of the 19 – year: 2003 ident: bib96 article-title: Database Management Systems – reference: P. Hunt, M. Konar, F.P. Junqueira, B. Reed, ZooKeeper: wait-free coordination for internet-scale systems, in: Proceedings of the 2010 USENIX conference on USENIX annual technical conference, 2010, pp. 11–11. – reference: J. Manyika, M. Chui, B. Brown, J. Bughin, R. Dobbs, C. Roxburgh, A.H. Byers, Big data: The next frontier for innovation, competition, and productivity, (2011). – reference: ACM symposium on Cloud computing, ACM, 2010, pp. 163–174. – reference: T. Gunarathne, T.-L. Wu, J. Qiu, G. Fox, MapReduce in the Clouds for Science, IEEE Second International Conference on Cloud Computing Technology and Science (CloudCom), 2010, pp. 565–572. – volume: 26 start-page: 4 year: 2008 ident: bib17 article-title: Bigtable: a distributed storage system for structured data publication-title: ACM Trans. Comput. Syst. (TOCS) – reference: international conference on Large installation system administration, USENIX Association, 2010, pp. 1–15. – reference: USENIX conference on Hot topics in cloud computing, 2010, pp. 10–10. – volume: 41 start-page: 205 year: 2007 end-page: 220 ident: bib20 article-title: Dynamo: amazon’s highly available key-value store publication-title: SOSP – reference: L. Lin, V. Lychagina, W. Liu, Y. Kwon, S. Mittal, M. Wong, Tenzing a sql implementation on the mapreduce framework, (2011). – reference: R. Holman, Mobile Cloud Application Revenues To Hit $9.5 billion by 2014, Driven by Converged Mobile Services, in: The Juniper Research, 2010. – start-page: 400 year: 2010 end-page: 415 ident: bib66 article-title: Case study of scientific data processing on a cloud using hadoop publication-title: High Performance Computing Systems and Applications – year: 2012 ident: bib8 article-title: Harness the Power of Big Data The IBM Big Data Platform – year: 1997 ident: bib6 article-title: Managing Big Data For Scientific Visualization – volume: 32 start-page: 496 year: 2002 end-page: 501 ident: bib26 article-title: Microarray data normalization and transformation publication-title: Nat. Genet. – volume: 68 start-page: 624 year: 2014 end-page: 651 ident: bib127 article-title: Incremental proxy re-encryption scheme for mobile cloud computing environment publication-title: The Journal of Supercomputing – reference: Microsoft, 343 Industries Gets New User Insights from Big Data in the Cloud. – volume: 40 start-page: 103 year: 1997 end-page: 110 ident: bib103 article-title: Data quality in context publication-title: Commun. ACM – volume: 37 start-page: 29 year: 2003 end-page: 43 ident: bib97 article-title: The Google file system publication-title: SIGOPS Oper. Syst. Rev. – year: 2011 ident: bib79 article-title: Mahout in action – reference: L. Chih-Wei, H. Chih-Ming, C. Chih-Hung, Y. Chao-Tung, An Improvement to Data Service in Cloud Computing with Content Sensitive Transaction Analysis and Adaptation, Computer Software and Applications Conference Workshops (COMPSACW), 2013 IEEE 37 – volume: 17 start-page: 68 year: 2013 end-page: 71 ident: bib31 article-title: Big data drives cloud adoption in enterprise publication-title: IEEE Internet Comput. – volume: 28 start-page: 96 year: 2013 end-page: 99 ident: bib12 article-title: Artificial intelligence and big data publication-title: IEEE Intell. Syst. – volume: 29 start-page: 1774 year: 2013 end-page: 1776 ident: bib32 article-title: Cloud computing and scientific applications — big data publication-title: Scalable Anal. Beyond, Futur. Gener. Comput. Syst. – volume: 57 start-page: 1 year: 2013 ident: bib121 article-title: Governing big data: principles and practices publication-title: IBM J. Res. Dev. – reference: M. Zaharia, M. Chowdhury, M.J. Franklin, S. Shenker, I. Stoica, Spark: cluster computing with working sets, in: Proceedings of the 2 – reference: Hawaii International Conference on, IEEE, 2013, pp. 995–1004. – volume: 28 start-page: 583 year: 2012 end-page: 592 ident: bib98 article-title: Addressing cloud computing security issues publication-title: Futur. Gener. Comput. Syst. – reference: R.L .Villars, C.W. Olofson, M. Eastwood, Big data: what it is and why you should care, White Paper, IDC, 2011, MA, USA – start-page: 39 year: 2013 end-page: 48 ident: bib122 article-title: Chapter 5 – data governance for big data analytics: considerations for data policies and processes publication-title: Big Data Analytics – reference: L. Hsiao-Ying, W.G. Tzeng, A secure erasure code-based cloud storage system with secure data forwarding, parallel and distributed systems, IEEE Transactions on, 23 (2012) pp. 995–1003. – reference: C. Ji, Y. Li, W. Qiu, U. Awada, K. Li, Big data processing in cloud computing environments, Pervasive Systems, Algorithms and Networks (ISPAN), 2012,in: Proceedings of the 12 – reference: , (accessed 22.07.14). – year: 1997 ident: bib102 article-title: Data Quality for the Information Age – volume: 73 start-page: 896 year: 2013 ident: bib51 article-title: A special issue of journal of parallel and distributed computing: scalable systems for big data management and analytics publication-title: J.Parallel Distrib. Comput. – start-page: 1 year: 2013 end-page: 15 ident: bib105 article-title: From big data to big data mining: challenges, issues, and opportunities publication-title: Database Systems for Advanced Applications – reference: L. Hao, D. Han, IEEE Conference on The study and design on secure-cloud storage system, Electrical and Control Engineering (ICECE), 2011 International 2011, pp. 5126–5129. – year: 2010 ident: bib44 article-title: The Promise and Peril of Big Data – year: 2011 ident: bib89 article-title: Jaql: a scripting language for large scale semistructured data analysis publication-title: Proc. VLDB Conf. – volume: 73 start-page: 352 year: 2012 end-page: 359 ident: bib57 article-title: p-PIC: parallel power iteration clustering for big data publication-title: J. Parallel Distrib. Comput. – volume: 2013 start-page: 7 year: 2013 end-page: 9 ident: bib52 article-title: Smarter fraud investigations with big data analytics publication-title: Netw. Secur. – reference: International Conference on, IEEE, Miami, FL, 2010, pp. 107–114. – volume: 57 start-page: 2093 year: 2013 end-page: 2115 ident: bib35 article-title: Survey cloud monitoring: a survey publication-title: Comput. Netw. – year: 2012 ident: bib15 article-title: Taming the Big Data Tidal Wave: Finding Opportunities in Huge Data Streams with Advanced Analytics – reference: Google, Case study: How redBus uses BigQuery to Master Big Data. – volume: 29 start-page: 1716 year: 2013 end-page: 1724 ident: bib112 article-title: Controllable privacy preserving search based on symmetric predicate encryption in cloud storage publication-title: Futur. Gener. Comput. Syst. – reference: , (accessed 24.07.14). – reference: S. Soares, Big Data Governance, Sunilsoares, 2012. – volume: 5 start-page: 1802 year: 2012 end-page: 1813 ident: bib27 article-title: Interactive analytical processing in big data systems: a cross-industry study of MapReduce workloads publication-title: Proc. VLDB Endow. – reference: J.L. Schnase, D.Q. Duffy, G.S. Tamkin, D. Nadeau, J.H. Thompson, C.M. Grieg, M.A. McInerney, W.P. Webster, MERRA Analytic Services: Meeting the Big Data challenges of climate science through cloud-enabled Climate Analytics-as-a-Service, Computers, Environment and Urban Systems, (2014). – volume: 29 start-page: 1035 year: 2013 end-page: 1048 ident: bib36 article-title: Scalable parallel computing on clouds using Twister4Azure iterative MapReduce publication-title: Futur. Gener. Comput. Syst. – volume: 18 start-page: 571 year: 2013 ident: bib45 article-title: Big-data in cloud computing: a taxonomy of risks publication-title: Inf. Res. – volume: 34 start-page: 387 year: 2014 end-page: 394 ident: bib46 article-title: Data quality management, data usage experience and acquisition intention of big data analytics publication-title: Int. J. Inf. Manag. – reference: F. Faghri, S. Bazarbayev, M. Overholt, R. Farivar, R.H. Campbell, W.H. Sanders, Failure scenario as a service (FsaaS) for Hadoop clusters, in: Proceedings of the Workshop on Secure and Dependable Middleware for Cloud Monitoring and Management, ACM, 2012, p. 5. – reference: Symposium on, 2010, pp. 1–10. – reference: C. Ning, W. Cong, M. Li, R. Kui, L. Wenjing, Privacy-preserving multi-keyword ranked search over encrypted cloud data, INFOCOM, 2011 Proceedings IEEE, 2011, pp. 829–837. – reference: J. Abawajy, Symbioses of Big Data and Cloud Computing: Opportunities & Challenges, (2013). – reference: K. Weber, G. Rincon, A. Van Eenennaam, B. Golden, J. Medrano, Differences in allele frequency distribution of bovine high-density genotyping platforms in holsteins and jerseys, Western section American society of Animal science, 2012, p. 70. – volume: 53 start-page: 50 year: 2010 end-page: 58 ident: bib30 article-title: A view of cloud computing publication-title: Commun. ACM – reference: workshop on many-task computing on grids and supercomputers, ACM, 2009, p. 8. – volume: 31 start-page: 2710 year: 2013 end-page: 2721 ident: bib53 article-title: Moving big data to the cloud: an online cost-minimizing approach publication-title: IEEE J. Sel. Areas Commun. – reference: P. Neubauer, Graph databases, NOSQL and Neo4j, in, 2010. – reference: Z. Xuyun, L. Chang, S. Nepal, D. Wanchun, C. Jinjun, Privacy-Preserving Layer over MapReduce on Cloud, in: International Conference on Cloud and Green Computing (CGC), 2012, pp. 304–310. – reference: International Conference on Machine Learning (ICML-10), 2010, pp. 655–662. – year: 2014 ident: bib47 article-title: Big data analytics framework for peer-to-peer botnet detection using random forests publication-title: Inf. Sci. – reference: international conference on World wide web, ACM, Raleigh, North Carolina, USA, 2010, pp. 1059–1060. – reference: J. Ekanayake, H. Li, B. Zhang, T. Gunarathne, S.-H. Bae, J. Qiu, G. Fox, Twister: a runtime for iterative mapreduce, in: Proceedings of the 19 – reference: (2013). – volume: 800 start-page: 7 year: 2011 ident: bib34 article-title: The NIST definition of cloud computing (draft) publication-title: NIST Spec. Publ. – reference: M. Schroeck, R. Shockley, J. Smart, D. Romero-Morales, P. Tufano, Analytics: The real-world use of big data, in, IBM Global Business Services, 2012. – start-page: 1 year: 2011 end-page: 12 ident: bib10 article-title: Extracting value from chaos publication-title: IDC iView – volume: 2 start-page: 1626 year: 2009 ident: 10.1016/j.is.2014.07.006_bib77 article-title: Hive: a warehousing solution over a map-reduce framework publication-title: Proc. VLDB Endow. doi: 10.14778/1687553.1687609 – year: 2014 ident: 10.1016/j.is.2014.07.006_bib47 article-title: Big data analytics framework for peer-to-peer botnet detection using random forests publication-title: Inf. Sci. doi: 10.1016/j.ins.2014.03.066 – ident: 10.1016/j.is.2014.07.006_bib50 – volume: 46 start-page: 11 year: 2013 ident: 10.1016/j.is.2014.07.006_bib88 article-title: The family of MapReduce and large-scale data processing systems publication-title: ACM Comput. Surv. (CSUR) doi: 10.1145/2522968.2522979 – year: 2013 ident: 10.1016/j.is.2014.07.006_bib113 article-title: Efficient multi-keyword ranked query over encrypted data in cloud computing publication-title: Futur. Gener. Comput. Syst. – ident: 10.1016/j.is.2014.07.006_bib7 – year: 1997 ident: 10.1016/j.is.2014.07.006_bib6 – volume: 2 start-page: 1664 year: 2009 ident: 10.1016/j.is.2014.07.006_bib16 article-title: Column-oriented database systems publication-title: Proc. VLDB Endow doi: 10.14778/1687553.1687625 – ident: 10.1016/j.is.2014.07.006_bib67 doi: 10.1145/2405186.2405191 – volume: 18 start-page: 571 year: 2013 ident: 10.1016/j.is.2014.07.006_bib45 article-title: Big-data in cloud computing: a taxonomy of risks publication-title: Inf. Res. – volume: 46 start-page: 22 year: 2013 ident: 10.1016/j.is.2014.07.006_bib68 article-title: Storage challenge: where will all that big data go? publication-title: Computer doi: 10.1109/MC.2013.326 – volume: 28 start-page: 184 year: 2012 ident: 10.1016/j.is.2014.07.006_bib56 article-title: Adapting scientific computing problems to clouds using MapReduce publication-title: Futur. Gener. Comput. Syst. doi: 10.1016/j.future.2011.05.025 – year: 2003 ident: 10.1016/j.is.2014.07.006_bib96 – ident: 10.1016/j.is.2014.07.006_bib82 – ident: 10.1016/j.is.2014.07.006_bib14 doi: 10.1109/ICSensT.2012.6461705 – year: 2012 ident: 10.1016/j.is.2014.07.006_bib15 – year: 2009 ident: 10.1016/j.is.2014.07.006_bib19 article-title: Key-Value stores: a practical overview publication-title: Comput. Sci. Media – ident: 10.1016/j.is.2014.07.006_bib3 doi: 10.1109/HICSS.2013.645 – ident: 10.1016/j.is.2014.07.006_bib104 – volume: 15 start-page: 30 year: 2014 ident: 10.1016/j.is.2014.07.006_bib64 article-title: Launching genomics into the cloud: deployment of Mercury, a next generation sequence analysis pipeline publication-title: BMC Bioinf. doi: 10.1186/1471-2105-15-30 – ident: 10.1016/j.is.2014.07.006_bib87 doi: 10.1109/CloudCom.2010.107 – ident: 10.1016/j.is.2014.07.006_bib99 – volume: 64 start-page: 63 year: 2012 ident: 10.1016/j.is.2014.07.006_bib106 article-title: Privacy in the age of big data: a time for big decisions publication-title: Stanford Law Review Online – volume: 11 start-page: S1 year: 2010 ident: 10.1016/j.is.2014.07.006_bib23 article-title: An overview of the Hadoop/MapReduce/Hbase framework and its current applications in bioinformatics publication-title: BMC Bioinf. doi: 10.1186/1471-2105-11-S12-S1 – volume: 28 start-page: 583 year: 2012 ident: 10.1016/j.is.2014.07.006_bib98 article-title: Addressing cloud computing security issues publication-title: Futur. Gener. Comput. Syst. doi: 10.1016/j.future.2010.12.006 – start-page: 39 year: 2013 ident: 10.1016/j.is.2014.07.006_bib122 article-title: Chapter 5 – data governance for big data analytics: considerations for data policies and processes – ident: 10.1016/j.is.2014.07.006_bib76 doi: 10.1145/1851476.1851593 – volume: 73 start-page: 352 issue: 3 year: 2012 ident: 10.1016/j.is.2014.07.006_bib57 article-title: p-PIC: parallel power iteration clustering for big data publication-title: J. Parallel Distrib. Comput. doi: 10.1016/j.jpdc.2012.06.009 – volume: 19 start-page: 1 issue: 2 year: 2014 ident: 10.1016/j.is.2014.07.006_bib13 article-title: Big data: a survey publication-title: Mob. Netw. Appl. doi: 10.1007/s11036-013-0489-0 – volume: 73 start-page: 896 year: 2013 ident: 10.1016/j.is.2014.07.006_bib51 article-title: A special issue of journal of parallel and distributed computing: scalable systems for big data management and analytics publication-title: J.Parallel Distrib. Comput. doi: 10.1016/j.jpdc.2013.04.004 – ident: 10.1016/j.is.2014.07.006_bib33 doi: 10.1145/1646468.1646476 – ident: 10.1016/j.is.2014.07.006_bib81 – volume: 46 start-page: 32 year: 2013 ident: 10.1016/j.is.2014.07.006_bib124 article-title: Corporate governance of big data: perspectives on value, risk, and cost publication-title: Computer doi: 10.1109/MC.2013.155 – volume: 310 start-page: 799 year: 2012 ident: 10.1016/j.is.2014.07.006_bib55 article-title: Cloud computing availability: multi-clouds for big data service publication-title: Communications in Computer and Information Science doi: 10.1007/978-3-642-32692-9_102 – year: 1997 ident: 10.1016/j.is.2014.07.006_bib102 – ident: 10.1016/j.is.2014.07.006_bib42 doi: 10.1109/I-SPAN.2012.9 – volume: 55 start-page: 412 year: 2013 ident: 10.1016/j.is.2014.07.006_bib54 article-title: Leveraging the capabilities of service-oriented decision support systems: putting analytics and big data in cloud publication-title: Decis. Support Syst. doi: 10.1016/j.dss.2012.05.048 – ident: 10.1016/j.is.2014.07.006_bib117 doi: 10.1145/375551.375602 – ident: 10.1016/j.is.2014.07.006_bib1 – ident: 10.1016/j.is.2014.07.006_bib126 – volume: 40 start-page: 2 year: 2014 ident: 10.1016/j.is.2014.07.006_bib49 article-title: System of systems and big data analytics – bridging the gap publication-title: Comput. Electr. Eng. doi: 10.1016/j.compeleceng.2013.11.016 – ident: 10.1016/j.is.2014.07.006_bib111 doi: 10.1109/TPDS.2012.238 – ident: 10.1016/j.is.2014.07.006_bib84 – year: 2013 ident: 10.1016/j.is.2014.07.006_bib29 article-title: Big data for dummies publication-title: For Dummies – ident: 10.1016/j.is.2014.07.006_bib71 doi: 10.1109/NAS.2007.1 – volume: 2012 start-page: 5 year: 2012 ident: 10.1016/j.is.2014.07.006_bib120 article-title: Big data security publication-title: Netw. Secur. – ident: 10.1016/j.is.2014.07.006_bib80 doi: 10.1145/1376616.1376726 – volume: 26 start-page: 4 year: 2008 ident: 10.1016/j.is.2014.07.006_bib17 article-title: Bigtable: a distributed storage system for structured data publication-title: ACM Trans. Comput. Syst. (TOCS) doi: 10.1145/1365815.1365816 – year: 2009 ident: 10.1016/j.is.2014.07.006_bib73 – volume: 41 start-page: 205 issue: 6 year: 2007 ident: 10.1016/j.is.2014.07.006_bib20 article-title: Dynamo: amazon’s highly available key-value store publication-title: SOSP doi: 10.1145/1294261.1294281 – volume: 46 start-page: 98 year: 2013 ident: 10.1016/j.is.2014.07.006_bib41 article-title: Clouds for scalable big data analytics publication-title: Computer doi: 10.1109/MC.2013.162 – volume: 29 start-page: 1716 year: 2013 ident: 10.1016/j.is.2014.07.006_bib112 article-title: Controllable privacy preserving search based on symmetric predicate encryption in cloud storage publication-title: Futur. Gener. Comput. Syst. doi: 10.1016/j.future.2012.05.005 – ident: 10.1016/j.is.2014.07.006_bib59 – volume: 40 start-page: 103 year: 1997 ident: 10.1016/j.is.2014.07.006_bib103 article-title: Data quality in context – volume: 2013 start-page: 7 year: 2013 ident: 10.1016/j.is.2014.07.006_bib52 article-title: Smarter fraud investigations with big data analytics publication-title: Netw. Secur. doi: 10.1016/S1353-4858(13)70135-1 – volume: 28 start-page: 656 year: 1949 ident: 10.1016/j.is.2014.07.006_bib109 article-title: Communication theory of secrecy systems⁎ publication-title: Bell Syst. Tech. J. doi: 10.1002/j.1538-7305.1949.tb00928.x – ident: 10.1016/j.is.2014.07.006_bib123 – ident: 10.1016/j.is.2014.07.006_bib90 – volume: 13 start-page: 277 year: 2005 ident: 10.1016/j.is.2014.07.006_bib93 article-title: Interpreting the data: parallel analysis with Sawzall publication-title: Sci. Progr. – ident: 10.1016/j.is.2014.07.006_bib39 – ident: 10.1016/j.is.2014.07.006_bib28 doi: 10.1109/ICDMW.2010.172 – ident: 10.1016/j.is.2014.07.006_bib62 – volume: 37 start-page: 29 issue: 5 year: 2003 ident: 10.1016/j.is.2014.07.006_bib75 article-title: The Google file system publication-title: ACM SIGOPS Oper. Syst. Rev. ACM doi: 10.1145/1165389.945450 – year: 2013 ident: 10.1016/j.is.2014.07.006_bib85 – volume: 5 start-page: 1802 year: 2012 ident: 10.1016/j.is.2014.07.006_bib27 article-title: Interactive analytical processing in big data systems: a cross-industry study of MapReduce workloads publication-title: Proc. VLDB Endow. doi: 10.14778/2367502.2367519 – volume: 2 start-page: 922 year: 2009 ident: 10.1016/j.is.2014.07.006_bib91 article-title: HadoopDB: an architectural hybrid of MapReduce and DBMS technologies for analytical workloads publication-title: Proc. VLDB Endow. doi: 10.14778/1687627.1687731 – volume: 68 start-page: 624 issue: 2 year: 2014 ident: 10.1016/j.is.2014.07.006_bib127 article-title: Incremental proxy re-encryption scheme for mobile cloud computing environment publication-title: The Journal of Supercomputing doi: 10.1007/s11227-013-1055-z – ident: 10.1016/j.is.2014.07.006_bib72 doi: 10.1109/ICECENG.2011.6057171 – volume: 37 start-page: 29 year: 2003 ident: 10.1016/j.is.2014.07.006_bib97 article-title: The Google file system publication-title: SIGOPS Oper. Syst. Rev. doi: 10.1145/1165389.945450 – volume: 28 start-page: 96 year: 2013 ident: 10.1016/j.is.2014.07.006_bib12 article-title: Artificial intelligence and big data publication-title: IEEE Intell. Syst. doi: 10.1109/MIS.2013.39 – ident: 10.1016/j.is.2014.07.006_bib5 doi: 10.1109/CSE.2013.164 – ident: 10.1016/j.is.2014.07.006_bib4 doi: 10.1109/COMPSACW.2013.72 – volume: 2 start-page: 1402 year: 2009 ident: 10.1016/j.is.2014.07.006_bib92 article-title: SQL/MapReduce: a practical approach to self-describing, polymorphic, and parallelizable user-defined functions publication-title: Proc. VLDB Endow. doi: 10.14778/1687553.1687567 – ident: 10.1016/j.is.2014.07.006_bib21 doi: 10.1145/1807128.1807157 – start-page: 1 year: 2013 ident: 10.1016/j.is.2014.07.006_bib105 article-title: From big data to big data mining: challenges, issues, and opportunities – ident: 10.1016/j.is.2014.07.006_bib63 – ident: 10.1016/j.is.2014.07.006_bib65 doi: 10.1109/CLOUD.2010.59 – ident: 10.1016/j.is.2014.07.006_bib48 – ident: 10.1016/j.is.2014.07.006_bib11 – volume: 17 start-page: 68 year: 2013 ident: 10.1016/j.is.2014.07.006_bib31 article-title: Big data drives cloud adoption in enterprise publication-title: IEEE Internet Comput. doi: 10.1109/MIC.2013.63 – volume: 57 start-page: 2093 year: 2013 ident: 10.1016/j.is.2014.07.006_bib35 article-title: Survey cloud monitoring: a survey publication-title: Comput. Netw. doi: 10.1016/j.comnet.2013.04.001 – volume: 53 start-page: 50 year: 2010 ident: 10.1016/j.is.2014.07.006_bib30 article-title: A view of cloud computing publication-title: Commun. ACM doi: 10.1145/1721654.1721672 – year: 2011 ident: 10.1016/j.is.2014.07.006_bib79 – volume: 57 start-page: 1 issue: 1 year: 2013 ident: 10.1016/j.is.2014.07.006_bib121 article-title: Governing big data: principles and practices publication-title: IBM J. Res. Dev. – volume: 289 start-page: 199 issue: 4–5 year: 2001 ident: 10.1016/j.is.2014.07.006_bib110 article-title: Logistic map as a block encryption algorithm publication-title: Phys. Lett. doi: 10.1016/S0375-9601(01)00609-0 – start-page: 400 year: 2010 ident: 10.1016/j.is.2014.07.006_bib66 article-title: Case study of scientific data processing on a cloud using hadoop – volume: 23 start-page: 3 year: 2000 ident: 10.1016/j.is.2014.07.006_bib25 article-title: Data cleaning: problems and current approaches publication-title: IEEE Data Eng. Bull. – ident: 10.1016/j.is.2014.07.006_bib22 – ident: 10.1016/j.is.2014.07.006_bib95 – volume: 29 start-page: 1774 year: 2013 ident: 10.1016/j.is.2014.07.006_bib32 article-title: Cloud computing and scientific applications — big data publication-title: Scalable Anal. Beyond, Futur. Gener. Comput. Syst. doi: 10.1016/j.future.2013.04.026 – ident: 10.1016/j.is.2014.07.006_bib70 doi: 10.1109/SII.2011.6147460 – ident: 10.1016/j.is.2014.07.006_bib125 – ident: 10.1016/j.is.2014.07.006_bib60 – volume: 15 start-page: 843 year: 2013 ident: 10.1016/j.is.2014.07.006_bib86 article-title: Security and privacy in cloud computing publication-title: IEEE Commun. Surv. Tutor. doi: 10.1109/SURV.2012.060912.00182 – start-page: 1 year: 2011 ident: 10.1016/j.is.2014.07.006_bib10 article-title: Extracting value from chaos publication-title: IDC iView – year: 2011 ident: 10.1016/j.is.2014.07.006_bib78 – ident: 10.1016/j.is.2014.07.006_bib119 – volume: 12 start-page: 224 year: 2011 ident: 10.1016/j.is.2014.07.006_bib58 article-title: Cloud and heterogeneous computing solutions exist today for the emerging big data problems in biology publication-title: Nat. Rev. Genet. doi: 10.1038/nrg2857-c2 – ident: 10.1016/j.is.2014.07.006_bib118 doi: 10.1109/CGC.2012.43 – volume: 29 start-page: 84 year: 2013 ident: 10.1016/j.is.2014.07.006_bib38 article-title: Mobile cloud computing: a survey publication-title: Futu. Gener. Comput. Syst. doi: 10.1016/j.future.2012.05.023 – volume: 29 start-page: 601 year: 2013 ident: 10.1016/j.is.2014.07.006_bib2 article-title: Is Big Data creepy? publication-title: Comput. Law Secur. Rev. doi: 10.1016/j.clsr.2013.07.007 – volume: 32 start-page: 496 year: 2002 ident: 10.1016/j.is.2014.07.006_bib26 article-title: Microarray data normalization and transformation publication-title: Nat. Genet. doi: 10.1038/ng1032 – ident: 10.1016/j.is.2014.07.006_bib74 doi: 10.1109/MSST.2010.5496972 – year: 2013 ident: 10.1016/j.is.2014.07.006_bib101 – ident: 10.1016/j.is.2014.07.006_bib115 doi: 10.1145/1772690.1772803 – ident: 10.1016/j.is.2014.07.006_bib114 doi: 10.1109/CLOUD.2010.82 – start-page: xix year: 2013 ident: 10.1016/j.is.2014.07.006_bib9 – ident: 10.1016/j.is.2014.07.006_bib100 doi: 10.1109/COMSNETS.2011.5716422 – volume: 29 start-page: 1035 year: 2013 ident: 10.1016/j.is.2014.07.006_bib36 article-title: Scalable parallel computing on clouds using Twister4Azure iterative MapReduce publication-title: Futur. Gener. Comput. Syst. doi: 10.1016/j.future.2012.05.027 – ident: 10.1016/j.is.2014.07.006_bib61 – year: 2011 ident: 10.1016/j.is.2014.07.006_bib89 article-title: Jaql: a scripting language for large scale semistructured data analysis publication-title: Proc. VLDB Conf. doi: 10.14778/3402755.3402761 – ident: 10.1016/j.is.2014.07.006_bib108 doi: 10.1109/INFCOM.2011.5935306 – year: 2012 ident: 10.1016/j.is.2014.07.006_bib8 – volume: 31 start-page: 2710 year: 2013 ident: 10.1016/j.is.2014.07.006_bib53 article-title: Moving big data to the cloud: an online cost-minimizing approach publication-title: IEEE J. Sel. Areas Commun. doi: 10.1109/JSAC.2013.131211 – ident: 10.1016/j.is.2014.07.006_bib24 – volume: 46 start-page: 774 year: 2013 ident: 10.1016/j.is.2014.07.006_bib37 article-title: ‘Big data’, Hadoop and cloud computing in genomics publication-title: J. Biomed. Inform. doi: 10.1016/j.jbi.2013.07.001 – volume: 51 start-page: 107 year: 2008 ident: 10.1016/j.is.2014.07.006_bib43 article-title: MapReduce: simplified data processing on large clusters publication-title: Commun. ACM doi: 10.1145/1327452.1327492 – volume: 800 start-page: 7 year: 2011 ident: 10.1016/j.is.2014.07.006_bib34 article-title: The NIST definition of cloud computing (draft) publication-title: NIST Spec. Publ. – ident: 10.1016/j.is.2014.07.006_bib94 doi: 10.1145/1978915.1978919 – ident: 10.1016/j.is.2014.07.006_bib116 doi: 10.1109/DASC.2009.139 – ident: 10.1016/j.is.2014.07.006_bib107 doi: 10.1109/TPDS.2011.252 – ident: 10.1016/j.is.2014.07.006_bib18 – volume: 34 start-page: 387 issue: 3 year: 2014 ident: 10.1016/j.is.2014.07.006_bib46 article-title: Data quality management, data usage experience and acquisition intention of big data analytics publication-title: Int. J. Inf. Manag. – ident: 10.1016/j.is.2014.07.006_bib83 – volume: 47 start-page: 24 year: 2014 ident: 10.1016/j.is.2014.07.006_bib69 article-title: What the future holds for solid-state memory publication-title: Computer doi: 10.1109/MC.2014.26 – year: 2010 ident: 10.1016/j.is.2014.07.006_bib44 – start-page: 1 year: 2013 ident: 10.1016/j.is.2014.07.006_bib40 article-title: Heterogeneity in mobile cloud computing: taxonomy and open challenges publication-title: IEEE Commun. Surv. Tutor. |
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