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Volumn 6, Issue 3, 2017, Pages

RedEdge: A novel architecture for big data processing in mobile edge computing environments

Author keywords

Big data reduction; Cloud computing; Fog computing; Mobile computing; Mobile edge computing

Indexed keywords


EID: 85029530364     PISSN: None     EISSN: 22242708     Source Type: Journal    
DOI: 10.3390/jsan6030017     Document Type: Article
Times cited : (46)

References (57)
  • 1
    • 63649117166 scopus 로고    scopus 로고
    • Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility
    • Buyya, R.; Yeo, C.S.; Venugopal, S.; Broberg, J.; Brandic, I. Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility. Future Gener. Comput. Syst. 2009, 25, 599-616.
    • (2009) Future Gener. Comput. Syst. , vol.25 , pp. 599-616
    • Buyya, R.1    Yeo, C.S.2    Venugopal, S.3    Broberg, J.4    Brandic, I.5
  • 2
    • 84975070005 scopus 로고    scopus 로고
    • Big data reduction framework for value creation in sustainable enterprises
    • Rehman, M.H.; Chang, V.; Batool, A.; Wah, T.Y. Big data reduction framework for value creation in sustainable enterprises. Int. J. Inf. Manag. 2016, 36, 917-928.
    • (2016) Int. J. Inf. Manag. , vol.36 , pp. 917-928
    • Rehman, M.H.1    Chang, V.2    Batool, A.3    Wah, T.Y.4
  • 3
  • 6
    • 84927518339 scopus 로고    scopus 로고
    • Reduced topologically real-world networks: A big-data approach
    • Trovati, M. Reduced topologically real-world networks: A big-data approach. Int. J. Distrib. Syst. Technol. 2015, 6, 13-27.
    • (2015) Int. J. Distrib. Syst. Technol. , vol.6 , pp. 13-27
    • Trovati, M.1
  • 7
    • 84920187898 scopus 로고    scopus 로고
    • Analyzing big data: Social choice and measurement
    • Patty, J.W.; Penn, E.M. Analyzing big data: Social choice and measurement. PS Political Sci. Politics 2015, 48, 95-101.
    • (2015) PS Political Sci. Politics , vol.48 , pp. 95-101
    • Patty, J.W.1    Penn, E.M.2
  • 8
    • 84905086045 scopus 로고    scopus 로고
    • A spatiotemporal compression based approach for efficient big data processing on cloud
    • Yang, C.; Zhang, X.; Zhong, C.; Liu, C.; Pei, J.; Ramamohanarao, K.; Chen, J. A spatiotemporal compression based approach for efficient big data processing on cloud. J. Comput. Syst. Sci. 2014, 80, 1563-1583.
    • (2014) J. Comput. Syst. Sci. , vol.80 , pp. 1563-1583
    • Yang, C.1    Zhang, X.2    Zhong, C.3    Liu, C.4    Pei, J.5    Ramamohanarao, K.6    Chen, J.7
  • 9
    • 84894166767 scopus 로고    scopus 로고
    • Statistical wavelet-based anomaly detection in big data with compressive sensing
    • Wang, W.; Lu, D.; Zhou, X.; Zhang, B.; Mu, J. Statistical wavelet-based anomaly detection in big data with compressive sensing. EURASIP J. Wirel. Commun. Netw. 2013, 2013, 1-6.
    • (2013) EURASIP J. Wirel. Commun. Netw. , vol.2013 , pp. 1-6
    • Wang, W.1    Lu, D.2    Zhou, X.3    Zhang, B.4    Mu, J.5
  • 10
    • 84869801803 scopus 로고    scopus 로고
    • A scalable inline cluster deduplication framework for big data protection
    • Springer: New York, NY, USA
    • Fu, Y.; Jiang, H.; Xiao, N. A scalable inline cluster deduplication framework for big data protection. In Middleware 2012; Springer: New York, NY, USA, 2012; pp. 354-373.
    • (2012) Middleware 2012 , pp. 354-373
    • Fu, Y.1    Jiang, H.2    Xiao, N.3
  • 12
    • 43149115851 scopus 로고    scopus 로고
    • Velvet: Algorithms for de novo short read assembly using de bruijn graphs
    • Zerbino, D.R.; Birney, E. Velvet: Algorithms for de novo short read assembly using de Bruijn graphs. Genome Res. 2008, 18, 821-829.
    • (2008) Genome Res. , vol.18 , pp. 821-829
    • Zerbino, D.R.1    Birney, E.2
  • 14
    • 84923917782 scopus 로고    scopus 로고
    • Reducing the search space for big data mining for interesting patterns from uncertain data
    • Washington, DC, USA, 27-30 October
    • Leung, C.K.S.; MacKinnon, R.K.; Jiang, F. Reducing the search space for big data mining for interesting patterns from uncertain data. In Proceedings of the IEEE International Conference on Big Data, Washington, DC, USA, 27-30 October 2014; pp. 315-322.
    • (2014) Proceedings of the IEEE International Conference on Big Data , pp. 315-322
    • Leung, C.K.S.1    MacKinnon, R.K.2    Jiang, F.3
  • 15
    • 84896413783 scopus 로고    scopus 로고
    • An intelligent information forwarder for healthcare big data systems with distributed wearable sensors
    • Jiang, P.; Winkley, J.; Zhao, C.; Munnoch, R.; Min, G.; Yang, L.T. An intelligent information forwarder for healthcare big data systems with distributed wearable sensors. IEEE Syst. J. 2016, 10, 1147-1159.
    • (2016) IEEE Syst. J. , vol.10 , pp. 1147-1159
    • Jiang, P.1    Winkley, J.2    Zhao, C.3    Munnoch, R.4    Min, G.5    Yang, L.T.6
  • 16
    • 84964452597 scopus 로고    scopus 로고
    • Outlook on moving of computing services towards the data sources
    • Akhbar, F.; Chang, V.; Yao, Y.; Muñoz, V.M. Outlook on moving of computing services towards the data sources. Int. J. Inf. Manag. 2016, 36, 645-652.
    • (2016) Int. J. Inf. Manag. , vol.36 , pp. 645-652
    • Akhbar, F.1    Chang, V.2    Yao, Y.3    Muñoz, V.M.4
  • 17
    • 85026367292 scopus 로고    scopus 로고
    • Distributed behaviour model orchestration in cognitive internet of things solution
    • Li, C.S.; Darema, F.; Chang, V. Distributed behaviour model orchestration in cognitive Internet of Things solution. Ent. Inf. Sys. 2017, doi: 10.1080/17517575.2017.1355984.
    • (2017) Ent. Inf. Sys.
    • Li, C.S.1    Darema, F.2    Chang, V.3
  • 18
    • 85083453121 scopus 로고    scopus 로고
    • Adoption of cloud based internet of things in India: A multiple theory perspective
    • Mital, M.; Chang, V.; Choudhary, P.; Pani, A.; Sun, Z. Adoption of cloud based Internet of Things in India: A multiple theory perspective. Int. J. Inf. Manag. 2016, doi: 10.1016/j.ijinfomgt.2016.02.011.
    • (2016) Int. J. Inf. Manag.
    • Mital, M.1    Chang, V.2    Choudhary, P.3    Pani, A.4    Sun, Z.5
  • 27
    • 84923338382 scopus 로고    scopus 로고
    • An influence assessment method based on co-occurrence for topologically reduced big data sets
    • Trovati, M.; Bessis, N. An influence assessment method based on co-occurrence for topologically reduced big data sets. Soft Comput. 2016, 20, 2021-2030.
    • (2016) Soft Comput. , vol.20 , pp. 2021-2030
    • Trovati, M.1    Bessis, N.2
  • 29
    • 84894634596 scopus 로고    scopus 로고
    • The anamorphic stretch transform, putting the squeeze on big data
    • Jalali, B.; Asghari, M.H. The anamorphic stretch transform, putting the squeeze on big data. Opt. Photonics News 2014, 25, 24-31.
    • (2014) Opt. Photonics News , vol.25 , pp. 24-31
    • Jalali, B.1    Asghari, M.H.2
  • 30
    • 84902844754 scopus 로고    scopus 로고
    • A resource efficient big data analysis method for the social sciences: The case of global IP activity
    • Ackermann, K.; Angus, S.D. A resource efficient big data analysis method for the social sciences: The case of global IP activity. Procedia Comput. Sci. 2014, 29, 2360-2369.
    • (2014) Procedia Comput. Sci. , vol.29 , pp. 2360-2369
    • Ackermann, K.1    Angus, S.D.2
  • 31
    • 84918806319 scopus 로고    scopus 로고
    • Flexanalytics: A flexible data analytics framework for big data applications with I/O performance improvement
    • Zou, H.; Yu, Y.; Tang, W.; Chen, H.W.M. Flexanalytics: A flexible data analytics framework for big data applications with I/O performance improvement. Big Data Res. 2014, 1, 4-13.
    • (2014) Big Data Res. , vol.1 , pp. 4-13
    • Zou, H.1    Yu, Y.2    Tang, W.3    Chen, H.W.M.4
  • 32
    • 85077057432 scopus 로고    scopus 로고
    • SiLo: A similarity-locality based near-exact deduplication scheme with low RAM overhead and high throughput
    • Portland, OR, USA, 15-17 June
    • Xia, W.; Jiang, H.; Feng, D.; Hua, Y. SiLo: A Similarity-Locality based Near-Exact Deduplication Scheme with Low RAM Overhead and High Throughput. In Proceedings of the USENIX Annual Technical Conference, Portland, OR, USA, 15-17 June 2011.
    • (2011) Proceedings of the USENIX Annual Technical Conference
    • Xia, W.1    Jiang, H.2    Feng, D.3    Hua, Y.4
  • 33
    • 84923233634 scopus 로고    scopus 로고
    • Increasing big data front end processing efficiency via locality sensitive bloom filter for elderly healthcare
    • Orlando, FL, USA, 9-12 December
    • Cheng, Y.; Jiang, P.; Peng, Y. Increasing big data front end processing efficiency via locality sensitive Bloom filter for elderly healthcare. In Proceedings of the IEEE Symposium on Computational Intelligence in Big Data (CIBD), Orlando, FL, USA, 9-12 December 2014; pp. 1-8.
    • (2014) Proceedings of the IEEE Symposium on Computational Intelligence in Big Data (CIBD) , pp. 1-8
    • Cheng, Y.1    Jiang, P.2    Peng, Y.3
  • 34
    • 84991806369 scopus 로고    scopus 로고
    • Near real-time processing of proteomics data using hadoop
    • Hillman, C.; Ahmad, Y.; Whitehorn, M.; Cobley, A. Near real-time processing of proteomics data using Hadoop. Big Data 2014, 2, 44-49.
    • (2014) Big Data , vol.2 , pp. 44-49
    • Hillman, C.1    Ahmad, Y.2    Whitehorn, M.3    Cobley, A.4
  • 36
    • 0001138328 scopus 로고
    • Algorithm AS 136: A k-means clustering algorithm
    • Hartigan, J.A.; Wong, M.A. Algorithm AS 136: A k-means clustering algorithm. Appl. Stat. 1979, 28, 100-108.
    • (1979) Appl. Stat. , vol.28 , pp. 100-108
    • Hartigan, J.A.1    Wong, M.A.2
  • 38
    • 84895087448 scopus 로고    scopus 로고
    • Mammoth data in the cloud: Clustering social images
    • The Nederlands
    • Qiu, J.; Zhang, B. Mammoth Data in the Cloud: Clustering Social Images. In Cloud Computer and Big Data; IoS Press: Amsterdam, The Nederlands, 2013; pp. 231-246, doi: 10.3233/9783-1-61499-322-3-231.
    • (2013) Cloud Computer and Big Data; IoS Press: Amsterdam , pp. 231-246
    • Qiu, J.1    Zhang, B.2
  • 41
    • 84925289085 scopus 로고    scopus 로고
    • Dimensionality reduction of medical big data using neural-fuzzy classifier
    • Azar, A.T.; Hassanien, A.E. Dimensionality reduction of medical big data using neural-fuzzy classifier. Soft Comput. 2014, 19, 1115-1127.
    • (2014) Soft Comput. , vol.19 , pp. 1115-1127
    • Azar, A.T.1    Hassanien, A.E.2
  • 42
    • 84904820568 scopus 로고    scopus 로고
    • Self-organizing artificial neural networks into hydrographic big data reduction process
    • Springer: Berlin, Germany
    • Stateczny, A.; Wlodarczyk-Sielicka, M. Self-organizing artificial neural networks into hydrographic big data reduction process. In Rough Sets and Intelligent Systems Paradigms; Springer: Berlin, Germany, 2014; pp. 335-342.
    • (2014) Rough Sets and Intelligent Systems Paradigms , pp. 335-342
    • Stateczny, A.1    Wlodarczyk-Sielicka, M.2
  • 46
    • 84981242228 scopus 로고    scopus 로고
    • The roles of 5G mobile broadband in the development of IoT, big data, cloud and SDN
    • Lin, B.S.P.; Lin, F.J.; Tung, L.P. The Roles of 5G Mobile Broadband in the Development of IoT, Big Data, Cloud and SDN. Commun. Netw. 2016, 8, 9.
    • (2016) Commun. Netw. , vol.8 , pp. 9
    • Lin, B.S.P.1    Lin, F.J.2    Tung, L.P.3
  • 47
    • 79958792710 scopus 로고    scopus 로고
    • Understanding human-smartphone concerns: A study of battery life
    • Springer: Berlin, Germany
    • Ferreira, D.; Dey, A.K.; Kostakos, V. Understanding human-smartphone concerns: A study of battery life. In Pervasive Computing; Springer: Berlin, Germany, 2011; pp. 19-33.
    • (2011) Pervasive Computing , pp. 19-33
    • Ferreira, D.1    Dey, A.K.2    Kostakos, V.3
  • 51
    • 84902006065 scopus 로고    scopus 로고
    • Pirax: Framework for application piracy control in mobile cloud environment
    • Othman, M.; Ali, M.; Khan, A.N.; Madani, S.A.; Khan, A.U.R. Pirax: Framework for application piracy control in mobile cloud environment. J. Supercomput. 2014, 68, 753-776.
    • (2014) J. Supercomput. , vol.68 , pp. 753-776
    • Othman, M.1    Ali, M.2    Khan, A.N.3    Madani, S.A.4    Khan, A.U.R.5
  • 52
    • 84922449024 scopus 로고    scopus 로고
    • 3D-RP: A DHT-based routing protocol for MANETs
    • Abid, S.; Othman, M.; Shah, N.; Ali, M.; Khan, A. 3D-RP: A DHT-based routing protocol for MANETs. Comput. J. 2014, 58, 258-279.
    • (2014) Comput. J. , vol.58 , pp. 258-279
    • Abid, S.1    Othman, M.2    Shah, N.3    Ali, M.4    Khan, A.5
  • 54
    • 84908661182 scopus 로고    scopus 로고
    • Bounded model checking high level Petri Nets in PIPE+ verifier
    • Springer: Berlin, Germany
    • Liu, S.; Zeng, R.; Sun, Z.; He, X. Bounded Model Checking High Level Petri Nets in PIPE+ Verifier. In Formal Methods and Software Engineering; Springer: Berlin, Germany, 2014; pp. 348-363.
    • (2014) Formal Methods and Software Engineering , pp. 348-363
    • Liu, S.1    Zeng, R.2    Sun, Z.3    He, X.4
  • 55
    • 85003890163 scopus 로고    scopus 로고
    • Towards next-generation heterogeneous mobile data stream mining applications: Opportunities, challenges, and future research directions
    • Rehman, M.H.U.; Sun, L.C.; Wah, T.Y.; Khan, M.K. Towards next-generation heterogeneous mobile data stream mining applications: Opportunities, challenges, and future research directions. J. Netw. Comput. Appl. 2017, 79, 1-24.
    • (2017) J. Netw. Comput. Appl. , vol.79 , pp. 1-24
    • Rehman, M.H.U.1    Sun, L.C.2    Wah, T.Y.3    Khan, M.K.4
  • 56
    • 84921033454 scopus 로고    scopus 로고
    • Toward secure group communication in wireless mobile environments: Issues, solutions, and challenges
    • Daghighi, B.; Kiah, M.L.M.; Shamshirband, S.; Rehman, M.H.U. Toward secure group communication in wireless mobile environments: Issues, solutions, and challenges. J. Netw. Comput. Appl. 2015, 50, 1-14.
    • (2015) J. Netw. Comput. Appl. , vol.50 , pp. 1-14
    • Daghighi, B.1    Kiah, M.L.M.2    Shamshirband, S.3    Rehman, M.H.U.4
  • 57
    • 85018341784 scopus 로고    scopus 로고
    • Host mobility key management in dynamic secure group communication
    • Daghighi, B.; Kiah, M.L.M.; Iqbal, S.; Rehman, M.H.; Martin, K. Host mobility key management in dynamic secure group communication. Wirel. Netw. 2017, doi: 10.1007/s11276-017-1511-4.
    • (2017) Wirel. Netw.
    • Daghighi, B.1    Kiah, M.L.M.2    Iqbal, S.3    Rehman, M.H.4    Martin, K.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.