and pdfSunday, April 25, 2021 6:52:56 PM3

Big Data Computing And Clouds Trends And Future Directions Pdf

big data computing and clouds trends and future directions pdf

File Name: big data computing and clouds trends and future directions .zip
Size: 29903Kb
Published: 25.04.2021

To browse Academia. Skip to main content. By using our site, you agree to our collection of information through the use of cookies.

Big Data in Cloud Computing: A Resource Management Perspective

Data mining applications are becoming increasingly important for the wide range of manufacturing and maintenance processes.

During daily operations, large amounts of data are generated. This large volume and variety of data, arriving at a greater velocity has its own advantages and disadvantages. On the negative side, the abundance of data often impedes the ability to extract useful knowledge. In addition, the large amounts of data stored in often unconnected databases make it impractical to manually analyse for valuable decision-making information.

However, an advent of new generation big data analytical tools has started to provide large scale benefits for the organizations. The paper examines the possible data inputs from machines, people and organizations that can be analysed for maintenance. Further, the role of big data within maintenance is explained and how, if not managed correctly, big data can create problems rather than provide solutions.

The paper highlights the need to have advanced mining techniques to enable conversion of data into information in an acceptable time frame and to have modern analytical tools to extract value from the big datasets.

Redman , Data as a resource: Properties, implications and prescriptions, Sloan Management Review , 40 , Google Scholar.

Koronios, S. Lin and J. Gilliland, S. Barger, V. Bhatia and R. Rao , Condition monitoring of power plants through the Internet, Integrated Manufacturing Systems , 14 , Kalogirou , Artificial intelligence for the modeling and control of combustion processes: A review, Progress in Energy and Combustion Science , 29 , Liao , Expert system methodologies and applications -A decade review from to , Expert Systems with Applications , 28 , Warwick, A.

Ekwue and R. Yang , Integrated distributed intelligent system for incident reporting in DMI pulp mill, success and failures of knowledge-based systems in real-world applications, Proceedings of the First International Conference , , Yang , Integrated distributed intelligent system architecture for incidents monitoring and diagnosis, Computers in Industry , 37 , Maynard , Application of sensor fusion and signal classification techniques in a distributed machinery condition monitoring system, Proceedings of SPIE -The International Society for Optical Engineering , , Campos and O.

Prakash, Information and communication technologies in condition monitoring and maintenance, in Dolgui, A. Information Control Problems in Manufacturing , Elsevier, 39 , Campos , Survey paper: Development in the application of ICT in condition monitoring and maintenance, Computers in Industry , 60 , Fitch , A multi-agent based intelligent monitoring system for power transformers in distributed substations, International Conference on Power System Technology Proceedings , 3 , Weaver , The internet and the world wide web, 23 rd International Conference on Industrial Electronics, Control and Instrumentation , 4 , Calheiros, S.

Bianchi, M. Netto and R. Xu and S. Anguita , Condition based maintenance in railway transportation systems based on big data streaming analysis, Procedia Computer Science , 53 , Mohamed, M. Hamdi and S. Nunez, J. Hendriks, L. Zili, B. De Schutterand and R. Parida and U. Wang , The evolvement of big data systems: From the perspective of an information security application, Big Data Research , 2 , Parida, Role of condition monitoring and performance measurements in asset productivity enhancement, 20th International Conference on Condition Monitoring and Diagnostic Engineering Management, Faro, Portugal, Berges , Maintenance performance metrics: A state-of-the-art review, Journal of Quality in Maintenance Engineering , 19 , Barley , Technology and institutions: What can research on information technology and research on organizations learn from each other?

Liu , Challenges of big data analysis, National Science Review , 1 , Yang , Mobile, cloud, and big data computing: Contributions, challenges, and new directions in telecardiology, International Journal of Environmental Research and Public Health , 10 , Zeng , Twitter mood predicts the stock market, Journal of Computational Science , 2 , Haider , Beyond the hype: Big data concepts, methods, and analytics, International Journal of Information Management , 35 , Oborski , Man-machine interactions in advanced manufacturing systems, The International Journal of Advanced Manufacturing Technology , 23 , Ivan, T.

Inspektor and J. Kubat , Learning in the presence of concept drift and hidden contexts, Machine Learning , 23 , Chandak , Role of big data in classification and novel class detection in data streams, Journal of Big Data , 3 , Download as PowerPoint slide. Detection, reconstruction, and characterization algorithms from noisy data in multistatic wave imaging.

Numerical resolution by the quasi-reversibility method of a data completion problem for Maxwell's equations. Designing and analysis of a Wi-Fi data offloading strategy catering for the preference of mobile users. American Institute of Mathematical Sciences.

Previous Article Identifying electronic gaming machine gambling personae through unsupervised session classification. Keywords: Big data , CBM , manufacturing. Mathematics Subject Classification: 00B Big data collection and analysis for manufacturing organisations. References: [1] A. Google Scholar [2] A. Google Scholar [3] G. Google Scholar [4] J. Google Scholar [5] O. Google Scholar [6] S. Google Scholar [7] S. Google Scholar [8] K.

Google Scholar [9] K. Google Scholar [10] M. Google Scholar [11] M. Google Scholar [12] M. Google Scholar [13] K.

Google Scholar [14] J. Google Scholar [15] J. Google Scholar [16] K. Google Scholar [17] J. Google Scholar [18] A. Google Scholar [19] D. Google Scholar [20] M. Google Scholar [21] B. Google Scholar [22] E. Google Scholar [23] A. Google Scholar [24] A. Google Scholar [25] A. Google Scholar [26] P. Google Scholar [27] G.

Google Scholar [28] W. Google Scholar [29] N. Google Scholar [30] A. Google Scholar [31] H. Google Scholar [32] U. Google Scholar [33] W. Google Scholar [34] S. Google Scholar [35] J.

Big Data computing and clouds: Trends and future directions

Hindi magawa ngayon ng system ang pagtakbo. Pakisubukan muli sa ibang pagkakataon. Mga pagsipi bawat taon. Doblehin ang mga pagsipi. Ang sumusunod na mga artikulo ay naka-merge sa Scholar. Ang pinagsama-samang pagsipi sa mga ito ay bibilangin lamang para sa unang artikulo.

A comparison of approaches to large-scale data analysis. Apache Hadoop Goes Realtime at Facebook. BigBench - towards an industry standard benchmark for big data analytics. Big Data computing and clouds - Trends and future directions. Big data and cloud computing - new wine or just new bottles.

Saeed Ullah, M. Daud Awan, M. The modern day advancement is increasingly digitizing our lives which has led to a rapid growth of data. Such multidimensional datasets are precious due to the potential of unearthing new knowledge and developing decision-making insights from them. Analyzing this huge amount of data from multiple sources can help organizations to plan for the future and anticipate changing market trends and customer requirements.

big data computing and clouds trends and future directions pdf

Big Data computing and clouds: Trends and future directions. Author links open Survey of solutions for carrying out analytics and Big Data on Clouds. URL

Index of /~hdfeng/bigdata/Papers

Doblehin ang mga pagsipi

The system can't perform the operation now. Try again later. Citations per year. Duplicate citations. The following articles are merged in Scholar. Their combined citations are counted only for the first article. Merged citations.

Skip to Main Content. A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. Use of this web site signifies your agreement to the terms and conditions. SDNs, Clouds, and Big Data: New Opportunities Abstract: We are at the cusp of a technological revolution driven mainly by advances in hardware technology, network architectural support, and the ability to process big data. The hardware industry, driven by Moore's law, continues to provide steadily increasing computing capability with diminishing costs. With the support of hardware advances, platforms for distributed storage and processing of big data, such as Apache Hadoop, provide the ability to scalably and reliably process massive amounts of data using a cluster of commodity servers. In parallel, a revolution is ongoing in the networking world.

Ты раньше говорил что-то про вирус. - Черт возьми, Мидж! - взорвался Джабба.  - Я сказал, что вируса в шифровалке. Тебе надо лечиться от паранойи. В трубке повисло молчание. - Мидж… - Джабба попробовал извиниться.  - Позволь мне объяснить.

Поскольку компьютеры находились во включенном состоянии круглые сутки, замок позволял криптографам покидать рабочее место, зная, что никто не будет рыться в их файлах. Сьюзан ввела личный код из пяти знаков, и экран потемнел. Он будет оставаться в таком состоянии, пока она не вернется и вновь не введет пароль. Затем Сьюзан сунула ноги в туфли и последовала за коммандером.

Cloud Computing Challenges and Future Trends

Сьюзан смотрела, как Танкадо повалился на бок и, наконец, на спину. Он лежал, устремив глаза к небу и продолжая прижимать руку к груди. Внезапно камера отъехала в сторону, под деревья.

Прочитав написанное, Сьюзан поняла ход мысли коммандера. На бумажке был электронный адрес Северной Дакоты. NDAKOTAARA. ANON. ORG Ее внимание сразу же привлекли буквы ARA - сокращенное название Анонимной рассылки Америки, хорошо известного анонимного сервера.

Most Downloaded Journal of Parallel and Distributed Computing Articles

Очень жаль, если она истратит свой превосходный генетический заряд, произведя потомство от этого выродка, - а ведь могла бы предпочесть его, Грега. У нас были бы красивые дети, - подумал. - Чем ты занята? - спросил Хейл, пробуя иной подход. Сьюзан ничего не ответила.

Donate to arXiv


  1. Antenor S.

    30.04.2021 at 22:26

    PDF | This paper discusses approaches and environments for carrying out analytics on Clouds for Big Data applications. It revolves around four.

  2. Warbotarbirth1974

    03.05.2021 at 16:56

    Secret seven books pdf grant cardone real estate free pdf

  3. Kelluke39

    04.05.2021 at 12:48

    Data mining applications are becoming increasingly important for the wide range of manufacturing and maintenance processes.

Your email address will not be published. Required fields are marked *