Big Data Processing over Cloud Computing Environment
DOI:
https://doi.org/10.33193/JICIS.1.1.2022.17Keywords:
Big Data, Cloud ComputingAbstract
The topics of this special paper are mainly devoted to the most recent research, development and applications in the field of cloud computing, big data processing in the various fields, e.g. Web blog, search engine, image processing, and industry. Among all of the submitted manuscripts, 15 papers were selected and included in this special paper. Creative thoughts and interesting inspirations are presented, discussed, and disseminated in this paper.
First, there are three papers on the cloud architecture and optimization for big data processing. J. Peng, et al. discussed the problems of load balance for massive data processing on cloud considering the data processing efficiency and nodes’ capability. A load balance approach for massive data, based on the consistent hashing method, was presented to improve the data processing equalization and high processing efficiency. Large-scale sensor networks and internet of things are one of the most important application fields in big data. Y. Sun, et al. proposed a cloud computing system to support PaaS in energy power applications—PROXZONE. PROXZONE provides the cloud services uniform monitoring and authorization, and cloud message service, which can support good performance when dealing with big data. Meanwhile, S. Xu, et al. discussed an improved cooperative dynamic cluster model in multitasks mobile network, and proposed a cooperative message forwarding mechanism to improve the network performance.
References
Hillbert M, Lopez P (2011) The world’s technological capacity to store, communicate and compute information. Science III:62–65
J. Hellerstein,“ Gigaom Blog,”2019. Available: https://gigaom.com/2008/11/09/mapreduce-leads-the-way-for-parallelprogramming/. Accessed 20 Jan 2021
Statista,“Statista,“2020. Available: https://www.statista.com/statistics/871513/worldwide-data-created/. Accessed 21 Jan 2021
Reinsel D, Gantz J, Rydning J (2017) Data age 2025: the evolution of data to-life critical. International Data Corporation, Framingham
Forbes, “Forbes”, 2020. Available: https://www.forbes.com/sites/bernardmarr/2018/05/21/how-muchdata-do-we-create-every-day-the-mind-blowing-stats-everyone-shouldread/?sh=5936b00460ba
Kaisler S, Armour F, Espinosa J (2013) Big data: issues and challenges moving forward, Wailea, Maui, HI, s.n, pp 995–1004
Wikipedia,“ Wikipedia,” 2018. Available: https://www.en.wikipedia.org/wiki/Bigdata/. Accessed 4 Jan 2021
D. Gewirtz,“ ZDNet,” 2018. Available: https://www.zdnet.com/article/volume-velocity-and-varietyunderstanding-the-three-vs-of-big-data/. Accessed 1 Jan 2021
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, (2012). Exploration and evaluation of traditional TCP congestion control techniques. Journal of King Saud University - Computer and Information Sciences, 24(2), 145–155.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, "A Survey on Performance of Congestion Control Mechanisms for Standard TCP Versions", Australian Journal of Basic and Applied Sciences, vol. 5, no. 12, 2011.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, "The Evolution To 4g Cellular Systems: Architecture And Key Features Of LTE-Advanced Networks", spectrum, 2012.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, "Modeling and Performance Evaluation of LTE Networks with Different TCP Variants", International Scholarly and Scientific Research & Innovation 5(3), pp 443-448. (2011).
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, "Behaviour of cwnd for Different TCP source Variants over Parameters of (LTE) Networks, " Information Technology Journal, ISSN: 1812-5638, Science Alert, 2011.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, "A comparison and analysis of congestion window for HS-TCP Full-TCP and TCP-Linux in long term evolution system model", 2011 IEEE Conference on Open Systems, pp. 358-362, 2011.
Ghassan A. Abed, Mahamod Ismail, S. I. Badrawi and B. M. Sabbar, "An Empirical Model of Correlated Traffics in LTE-Advanced System through an Innovative Simulation Tool", International Journal of Electrical Robotics Electronics and Communications Engineering, 2013.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, “Traffic Modeling of LTE Mobile Broadband Network Based on NS-2 Simulator,” Computational Intelligence, Communication Systems and Networks (CICSyN), 2011 Third International Conference on,2011, pp. 120-125.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, Characterization and observation of (transmission control protocol) TCP-vegas performance with different parameters over (long term evolution) LTE networks. Sci. Res. Essays 6, 2003–2010 (2011).
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, “Distinguishing employment of stream control transmission protocol over LTE-Advanced networks,” Research Journal of Information Technology, vol. 3, no. 4, pp. 207–214, 2011.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, "Architecture And Functional Structure Of Transmission Control Protocol Over Various Networks Applications," Journal Of Theoretical And Applied Information Technology, Vol. 34, 2011.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, "Improvement of TCP Congestion Window over LTE-Advanced Networks", International Journal of Advanced Research in Computer and Communication Engineering, vol. 1, no. 4, pp. 185–192, June, 2012.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, "Appraisal of Long Term Evolution System with Diversified TCP's," in 5th Asia Modelling Symposium (AMS), may 2011, pp. 236-239.
Ghassan A. Abed, Mahamod Ismail and Kasmiran Jumari, A Realistic Model and Simulation Parameters of LTE-Advanced Networks, Selangor, pp. 2278-1021, 2012.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, Influence of Parameters Variation of TCP-Vegas in Performance of Congestion window over Large Bandwidth-Delay Networks, 2011 17th Asia-Pacific Conference on Communicaions, 434-438, 2011.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, "Comparative Performance Investigation of TCP and SCTP Protocols over LTE/LTE-Advanced Systems", International Journal of Advanced Research in Computer and Communication Engineering, vol. 1, no. 6, pp. 466-471, 2012.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, Integrated approaches to enhance TCP performance over 4G wireless network. In: IEEE Symposium on Computers and Information, Penang, pp. 154–158 (2012).
Ghassan A. Abed, Queue size comparison for standard transmission control protocol variants over high-speed traffics in long term evolution advanced (LTE-A) network. Sci. Res. Essays – Acad. J. 9(23), 984–987 (2014).
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, "Experimented goodput measurement of standard TCP versions over large-bandwidth low-latency bottleneck", J. Comput., vol. 4, no. 5, pp. 212-216, 2012.
Ghassan A. Abed, Mahamod Ismail and Jumari Kasmiran, "Links Interfacing Demonstration of LTE-Advanced Networks Using NS-2 Modeller", Third International Conference on Intelligent Systems Modelling and Simulation (ISMS), February 2012.
Ghassan A. Abed and B. M. Sabbar, Significant role analysis of transmission control protocols in 4G cellular systems, International Journal of Computer and Information Engineering., Vol. 8, No. 5, pp. 920–923, 2014.
Ghassan A. Abed and L. Mustafa, Configuration and demonstration of relay-enhanced technique in LTE-Advanced systems, ICSES Journal on Computer Networks and Communications., Vol. 1, No. 1, pp. 10–13, 2015.
Ghassan A. Abed and Samir I. Badrawi, ‘Augmentation Opportunity of Transmission Control Protocol Performance in Wireless Networks and Cellular Systems,’ International Journal of Computer, Electrical, Automation, Control and Information Engineering vol.8, no.5, pp.915-919, 2014.
Ghassan A. Abed. "A New Approach to Improve Transmitting and Receiving Timing in Orthogonal Frequency Division Multiplexing (OFDM) Systems." Iraqi Journal For Computer Science and Mathematics 4.2 (2023): 83-96.
Ghassan A. Abed. "Assessment of Queuing in Typical TCP in 3GPP LTE/LTE-A Networks.
Ghassan A. Abed, and Sawsan N. Abdullah. "Estimation of Available Bandwidth for High Capacity Links Over Industrial Applications."
Weathington J (2012) Big Data Defined. Tech Republic. https://www.techrepublic.com/article/big-data-defined/
PCMagazine,“ PC Magazine,” 2018. Available: http://www.pcmag.com/encyclopedia/term/62849/big-data. Accessed 9 Jan 2021
Akhtar SMF (2018) Big Data Architect’s Handbook, Packt
WhishWorks, “WhishWorks”, 2019. Available: https://www.whishworks.com/blog/data-analytics/understanding-the3-vs-of-big-data-volume-velocity-and-variety/. Accessed 23 Jan 2021
Yadav S, Sohal A (2017) Review paper on big data analytics in Cloud computing. Int J Comp Trends Technol (IJCTT) IX. 49(3);156-160
Kimball R, Ross M (2013) The data warehouse toolkit: the definitive guide to dimensional modeling, 3rd edn. John Wiley & Sons
Published
How to Cite
Issue
Section
License
Copyright (c) 2022 Journal of Information, Communication and Intelligence Systems
This work is licensed under a Creative Commons Attribution 4.0 International License.
