Intelligent and Cloud Computing (inbunden)
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
861
Utgivningsdatum
2020-10-31
Upplaga
1st ed. 2021
Förlag
Springer Verlag, Singapore
Medarbetare
Mishra, Debahuti (ed.), Buyya, Rajkumar (ed.), Mohapatra, Prasant (ed.)
Illustrationer
195 Illustrations, color; 128 Illustrations, black and white; XVI, 861 p. 323 illus., 195 illus. in
Dimensioner
234 x 156 x 46 mm
Vikt
1398 g
Antal komponenter
1
Komponenter
1 Hardback
ISBN
9789811559709
Intelligent and Cloud Computing (inbunden)

Intelligent and Cloud Computing

Proceedings of ICICC 2019, Volume 1

Inbunden Engelska, 2020-10-31
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This book features a collection of high-quality research papers presented at the International Conference on Intelligent and Cloud Computing (ICICC 2019), held at Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, India, on December 20, 2019. Including contributions on system and network design that can support existing and future applications and services, it covers topics such as cloud computing system and network design, optimization for cloud computing, networking, and applications, green cloud system design, cloud storage design and networking, storage security, cloud system models, big data storage, intra-cloud computing, mobile cloud system design, real-time resource reporting and monitoring for cloud management, machine learning, data mining for cloud computing, data-driven methodology and architecture, and networking for machine learning systems.
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Övrig information

Prof. (Dr.) Debahuti Mishra received her BE degree in Computer Science and Engineering from Utkal University, Bhubaneswar, India, in 1994; the M.Tech degree in Computer Science and Engineering from KIIT Deemed to be University, Bhubaneswar, Odisha, India, in 2006; and the Ph.D. degree in Computer Science and Engineering from Siksha O Anusandhan Deemed to be University, Bhubaneswar, India, in 2011. She is currently working as Professor and Head of the Department of Computer Science and Engineering, Fcaulty fo Engineering and Technology (ITER) Siksha 'O' Anusandhan Deemed to be University, Bhubaneswar, India. Her research interests include data mining, data acquisition, bioinformatics, software engineering, soft computing and machine learning. She contributed five books and more than 150 research papers in many National and International journals and conferences and also nine Ph.D. scholars are awaded with Ph.D. degree under her supervision. Dr. Rajkumar Buyya is a Redmond Barry Distinguished Professor and Director of the Cloud Computing and Distributed Systems (CLOUDS) Laboratory at the University of Melbourne, Australia. He is also serving as the founding CEO of Manjrasoft, a spin-off company of the University, commercializing its innovations in Cloud Computing. He served as a Future Fellow of the Australian Research Council during 2012-2016. He has authored over 625 publications and seven text books including "Mastering Cloud Computing" published by McGraw Hill, China Machine Press, and Morgan Kaufmann for Indian, Chinese and international markets respectively. He also edited several books including "Cloud Computing: Principles and Paradigms" (Wiley Press, USA, Feb 2011). He is one of the highly cited authors in computer science and software engineering worldwide (h-index=123, g-index=271, 79,000+ citations). "A Scientometric Analysis of Cloud Computing Literature" by German scientists ranked Dr. Buyya as the World's Top-Cited (#1) Author and the World's Most-Productive (#1) Author in Cloud Computing. Dr. Buyya is recognized as a "Web of Science Highly Cited Researcher" for three consecutive years since 2016, a Fellow of IEEE, and Scopus Researcher of the Year 2017 with Excellence in Innovative Research Award by Elsevier for his outstanding contributions to Cloud computing. Software technologies for Grid and Cloud computing developed under Dr. Buyya's leadership have gained rapid acceptance and are in use at several academic institutions and commercial enterprises in 40 countries around the world. Dr. Buyya has led the establishment and development of key community activities, including serving as foundation Chair of the IEEE Technical Committee on Scalable Computing and five IEEE/ACM conferences. These contributions and international research leadership of Dr. Buyya are recognized through the award of "2009 IEEE Medal for Excellence in Scalable Computing" from the IEEE Computer Society TCSC. Manjrasoft's Aneka Cloud technology developed under his leadership has received "2010 Frost & Sullivan New Product Innovation Award". Recently, Dr. Buyya received "Mahatma Gandhi Award" along with Gold Medals for his outstanding and extraordinary achievements in Information Technology field and services rendered to promote greater friendship and India-International cooperation. He served as the founding Editor-in-Chief of the IEEE Transactions on Cloud Computing. He is currently serving as Co-Editor-in-Chief of Journal of Software: Practice and Experience, which was established ~50 years ago. For further information on Dr.Buyya, please visit his cyberhome. Dr. Prasant Mohapatra is serving as the Vice Chancellor for Research at University of California, Davis. He is also a Professor in the Department of Computer Science and served as the Dean and Vice-Provost of Graduate Studies at University of California, Davis during 2016-18. He served as an Associate Chanc

Innehållsförteckning

Intelligent and cloud computing.- M-Throttled: Dynamic Load Balancing Algorithm for Cloud Computing.- iGateLink: A Generic Gateway Library for Linking IoT, Edge, Fog and Cloud Computing Environments.- Part III: Wireless Sensor Networks (WSN).- Rivest Cipher 4 Cryptography and Elliptical curve cryptography Technique to Secure Data in Cloud.- A survey on various security issues for 5G mobile networks in WSN.- Genetic algorithm and probability based Leach variant Trust Management Model For WSNs.- EOQ model with backorder for items with imperfect quality using Cross Selling Effects.- A Deep Learning Approach for Classification of Pneumonia X-ray Image.- Pragmatic Study of CNN model and Different Parameter's impact on it for the Classification of Diabetic Retinopathy.- Facial Expression Recognition System (FERS): A Survey.- An Efficient Clustering Mechanism for Wireless Sensor Network with Bottlenecks.- Survey on Hyper-parameter Optimization using Nature Inspired Algorithm of Deep Convolution Neural Network.- Performance analysis of ERWCA based FLANN model for Exchange rate forecasting.- An Intelligent Type-2 Fuzzy Based Uncertainty Reduction Technique in Mobile Ad-hoc Network.- Study of Cost-Sensitive Learning Methods on Imbalanced Datasets.- Game Theory based Optimal Decision Making System.- A static approach for access control with an application derived Intrusion System.- Cloud, Edge and Fog Computing in Healthcare.- A Survey on Transfer Learning.- A Novel Hybrid Feature Extraction Method with Least Squares SVM for Facial Expression Recognition.- A survey on energy awareness mechanisms in ACO based routing protocols for MANETs.- A Comprehensive Study of MeanShift and CamShift Algorithms for Real-Time Face Tracking.- Blockchain: Applications and Challenges in the industry.- Application of Big Data Problem Solving Framework in Healthcare Sector- Recent Advancement.- A GALA based Hybrid Gene Selection Model for Identification of Relevant Genes for Cancer Microarray Data.- A Brief Survey on Placement of Access Points in Ultra-dense Heterogeneous 5G Networks.- Qualitative Analysis of Recursive Search Algorithm : A Case Study.