The Convergence of Big Data and Mobile Computing

In recent years, we have witnessed the influx of data driven by the exponential use of digital video, music, and mobile applications. The combination of the internet, mobile technologies and social media applications has been the most influential factor in the emergence of Big Data paradigm. Given that online activities of mobile users constitute the major contributors to the Big Data analytics, which significantly benefit various business enterprises, it is also interesting to look at how the information derived may also be useful for mobile users, and how it can be delivered in the most effective, and efficient manner. These will be the key points of discussion in this paper.

[1]  David Taniar,et al.  Mobile broadcast services with MIMO antennae in 4G wireless networks , 2011, World Wide Web.

[2]  David Taniar,et al.  Mobile Peer-to-Peer data dissemination in wireless ad-hoc networks , 2013, Inf. Sci..

[3]  Gustavo Alonso,et al.  Consistency Rationing in the Cloud: Pay only when it matters , 2009, Proc. VLDB Endow..

[4]  Michael L. Brodie,et al.  The meaningful use of big data: four perspectives -- four challenges , 2012, SGMD.

[5]  David Taniar,et al.  Global indexing scheme for location-dependent queries in multi channels mobile broadcast environment , 2005, 19th International Conference on Advanced Information Networking and Applications (AINA'05) Volume 1 (AINA papers).

[6]  Sanjay Ghemawat,et al.  MapReduce: simplified data processing on large clusters , 2008, CACM.

[7]  J. Wenny Rahayu,et al.  A scheduling method to reduce waiting time for close-range broadcasting , 2012, Mob. Inf. Syst..

[8]  I. Song,et al.  Analytics over large-scale multidimensional data: the big data revolution! , 2011, DOLAP '11.

[9]  David Taniar,et al.  On Mining Movement Pattern from Mobile Users , 2007, Int. J. Distributed Sens. Networks.

[10]  Sanjay Ghemawat,et al.  MapReduce: Simplified Data Processing on Large Clusters , 2004, OSDI.

[11]  J. Wenny Rahayu,et al.  Global parallel index for multi-processors database systems , 2004, Inf. Sci..

[12]  Eduardo Mena,et al.  A friendly location-aware system to facilitate the work of technical directors when broadcasting sport events , 2012, Mob. Inf. Syst..

[13]  Vinay Setty,et al.  Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) , 2010, Proc. VLDB Endow..

[14]  Linda Dailey Paulson,et al.  Will Fuel Cells Replace Batteries in Mobile Devices? , 2003, Computer.

[15]  David Taniar,et al.  A taxonomy of broadcast indexing schemes for multi channel data dissemination in mobile databases , 2004, 18th International Conference on Advanced Information Networking and Applications, 2004. AINA 2004..

[16]  Divyakant Agrawal,et al.  Big data and cloud computing , 2010, Proc. VLDB Endow..

[17]  David Taniar,et al.  High Performance Parallel Database Processing and Grid Databases , 2008 .

[18]  David Taniar,et al.  Bichromatic Reverse Nearest Neighbors in mobile peer-to-peer networks , 2013, 2013 IEEE International Conference on Pervasive Computing and Communications (PerCom).

[19]  Beng Chin Ooi,et al.  The performance of MapReduce , 2010, Proc. VLDB Endow..

[20]  David Taniar,et al.  Research on location-dependent queries in mobile databases , 2005, Comput. Syst. Sci. Eng..

[21]  Zibin Zheng,et al.  A spectral clustering-based optimal deployment method for scientific application in cloud computing , 2012, Int. J. Web Grid Serv..

[22]  Gerard Briscoe,et al.  Digital Ecosystems , 2009, ArXiv.

[23]  David Taniar,et al.  Research in mobile database query optimization and processing , 2005, Mob. Inf. Syst..

[24]  Maytham Safar,et al.  Optimized skyline queries on road networks using nearest neighbors , 2011, Personal and Ubiquitous Computing.

[25]  Divyakant Agrawal,et al.  Big data and cloud computing: current state and future opportunities , 2011, EDBT/ICDT '11.

[26]  David Taniar,et al.  A pure peer-to-peer approach for kNN query processing in mobile ad hoc networks , 2013, Personal and Ubiquitous Computing.

[27]  Jason C. Hung.  The smart-travel system: utilising cloud services to aid traveller with personalised requirement , 2012, Int. J. Web Grid Serv..

[28]  David A. Ostrowski.  Sentiment Mining within Social Media for Topic Identification , 2010, 2010 IEEE Fourth International Conference on Semantic Computing.

[29]  Fatos Xhafa,et al.  Meta-scheduling issues in interoperable HPCs, grids and clouds , 2012, Int. J. Web Grid Serv..

[30]  David Taniar,et al.  Global Index for Multi Channel Data Dissemination in Mobile Databases , 2003, ISCIS.

[31]  David Taniar,et al.  Mobile query services in a participatory embedded sensing environment , 2013, TECS.

[32]  David Taniar,et al.  A Taxonomy of Indexing Schemes for Parallel Database Systems , 2002, Distributed and Parallel Databases.

[33]  David Taniar,et al.  Mobile service oriented architectures for NN-queries , 2009, Journal of Network and Computer Applications.

[34]  Mary Czerwinski,et al.  Interactions with big data analytics , 2012, INTR.

[35]  David Taniar,et al.  High-Performance Parallel Database Processing and Grid Databases: Taniar/High-Performance Parallel DP & Grid DB , 2008 .

[36]  Carlos Delgado Kloos,et al.  Using bluetooth to implement a pervasive indoor positioning system with minimal requirements at the application level , 2012, Mob. Inf. Syst..

[37]  J. Wenny Rahayu,et al.  Trustworthy-based efficient data broadcast model for P2P interaction in resource-constrained wireless environments , 2012, J. Comput. Syst. Sci..

[38]  Guan Le,et al.  Survey on NoSQL database , 2011, 2011 6th International Conference on Pervasive Computing and Applications.

[39]  Jianliang Xu,et al.  An error-resilient and tunable distributed indexing scheme for wireless data broadcast , 2006, IEEE Transactions on Knowledge and Data Engineering.

[40]  Zhu Zhang,et al.  Controversy is Marketing: Mining Sentiments in Social Media , 2010, 2010 43rd Hawaii International Conference on System Sciences.

[41]  Surajit Chaudhuri,et al.  What next?: a half-dozen data management research goals for big data and the cloud , 2012, PODS '12.

[42]  David Taniar,et al.  A Novel Structure and Access Mechanism for Mobile Data Broadcast in Digital Ecosystems , 2011, IEEE Transactions on Industrial Electronics.