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ویرایش: 1st ed. نویسندگان: Debahuti Mishra, Rajkumar Buyya, Prasant Mohapatra, Srikanta Patnaik سری: Smart Innovation, Systems and Technologies 194 ISBN (شابک) : 9789811559709, 9789811559716 ناشر: Springer Singapore;Springer سال نشر: 2021 تعداد صفحات: 834 زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 27 مگابایت
کلمات کلیدی مربوط به کتاب محاسبات هوشمند و ابری: مجموعه مقالات ICICC 2019، جلد 1: مهندسی، هوش محاسباتی، داده های بزرگ
در صورت تبدیل فایل کتاب Intelligent and Cloud Computing: Proceedings of ICICC 2019, Volume 1 به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب محاسبات هوشمند و ابری: مجموعه مقالات ICICC 2019، جلد 1 نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
این کتاب مجموعهای از مقالات تحقیقاتی با کیفیت بالا را ارائه میکند که در کنفرانس بینالمللی محاسبات هوشمند و ابری (ICICC 2019)، که در سیکشا 'ا' آنوساندان (دانشگاه تلقی میشود)، بوبانشوار، هند، در 20 دسامبر برگزار شد، ارائه شده است. ، 2019. از جمله مشارکت در طراحی سیستم و شبکه که می تواند از برنامه ها و خدمات موجود و آینده پشتیبانی کند، موضوعاتی مانند سیستم محاسبات ابری و طراحی شبکه، بهینه سازی رایانش ابری، شبکه و برنامه های کاربردی، طراحی سیستم ابر سبز، طراحی فضای ذخیره سازی ابری را پوشش می دهد. و شبکه، امنیت ذخیرهسازی، مدلهای سیستم ابری، ذخیرهسازی دادههای بزرگ، محاسبات درون ابری، طراحی سیستم ابری سیار، گزارشدهی و نظارت منابع در زمان واقعی برای مدیریت ابر، یادگیری ماشین، دادهکاوی برای رایانش ابری، روششناسی و معماری مبتنی بر داده و شبکه برای سیستم های یادگیری ماشینی.
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.
Front Matter ....Pages i-xvi
Front Matter ....Pages 1-1
M-Throttled: Dynamic Load Balancing Algorithm for Cloud Computing (Amrutanshu Panigrahi, Bibhuprasad Sahu, Saroj Kumar Rout, Amiya Kumar Rath)....Pages 3-10
iGateLink: A Gateway Library for Linking IoT, Edge, Fog, and Cloud Computing Environments (Riccardo Mancini, Shreshth Tuli, Tommaso Cucinotta, Rajkumar Buyya)....Pages 11-19
Hetero Leach: Leach Protocol with Heterogeneous Energy Constraint (Amrutanshu Panigrahi, Bibhuprasad Sahu, Sushree Bibhuprada B. Priyadarshini)....Pages 21-29
A Semantic Matchmaking Technique for Cloud Service Discovery and Selection Using Ontology Based on Service-Oriented Architecture (Manoranjan Parhi, Sanjaya Kumar Jena, Niranjan Panda, Binod Kumar Pattanayak)....Pages 31-40
An Intelligent Approach to Detect Cracks on a Surface in an Image (Saumendra Kumar Mohapatra, Pritisman Kar, Mihir Narayan Mohanty)....Pages 41-47
A Study of Machine Learning Techniques in Short Term Load Forecasting Using ANN (Saroj Kumar Panda, Papia Ray, Debani Prasad Mishra)....Pages 49-57
A Review for the Development of ANN Based Solar Radiation Estimation Models (Amar Choudhary, Deependra Pandey, Saurabh Bhardwaj)....Pages 59-66
Analysis and Study of Solar Radiation Using Artificial Neural Networks (Deepa Rani Yadav, Deependra Pandey, Amar Choudhary, Mihir Narayan Mohanty)....Pages 67-77
A Scheme to Enhance the Security and Efficiency of MQTT Protocol (S. M. Kannan Mani, M. Balaji Bharatwaj, N. Harini)....Pages 79-93
Software Fault Prediction Using Random Forests (Kulamala Vinod Kumar, Priyanka Kumari, Avishikta Chatterjee, Durga Prasad Mohapatra)....Pages 95-103
A Power Optimization Technique for WSN with the Help of Hybrid Meta-heuristic Algorithm Targeting Fog Networks (Avishek Banerjee, Victor Das, Arnab Mitra, Samiran Chattopadhyay, Utpal Biswas)....Pages 105-123
A Model for Probabilistic Prediction of Paddy Crop Disease Using Convolutional Neural Network (Sujay Das, Ritesh Sharma, Mahendra Kumar Gourisaria, Siddharth Swarup Rautaray, Manjusha Pandey)....Pages 125-134
A Hybridized ELM-Elitism-Based Self-Adaptive Multi-Population Jaya Model for Currency Forecasting (Smruti Rekha Das, Bidush Kumar Sahoo, Debahuti Mishra)....Pages 135-144
A Fruit Fly Optimization-Based Extreme Learning Machine for Biomedical Data Classification (Pournamasi Parhi, Jyotirmayee Naik, Ranjeeta Bisoi)....Pages 145-154
Partial Reconfiguration Feature in Crypto Algorithm for Cloud Application (Rourab Paul, Nimisha Ghosh)....Pages 155-164
Proactive Content Caching for Streaming over Information-Centric Network (Shatarupa Dash, Suvendu Kumar Dash, Bharat J. R. Sahu)....Pages 165-172
Performance Analysis of ERWCA-Based FLANN Model for Exchange Rate Forecasting (Arup Kumar Mohanty, Sarbeswara Hota, Ajit Kumar Mahapatra, Debahuti Mishra)....Pages 173-180
Multi-document Summarization Using Deep Learning (Abhishek Upadhyay, Khan Ghazala Javed, Rakesh Chandra Balabantaray, Rasmita Rautray)....Pages 181-186
A Convolutional Neural Network Framework for Brain Tumor Classification (Sanjaya Kumar Jena, Debahuti Mishra)....Pages 187-195
Load Balancing in Cloud Computing Environment Using CloudSim (Saumendra Pattnaik, Jyoti Prakash Mishra, Bidush Kumar Sahoo, Binod Kumar Pattanayak)....Pages 197-205
Assessment of Load in Cloud Computing Environment Using C-means Clustering Algorithm (Aradhana Behura, Sushree Bibhuprada B. Priyadarshini)....Pages 207-215
Parallel Implementation of Algebraic Curve for Data Security in Cloud Computing Environment (Sanjaya Kumar Jena, Manoranjan Parhi, Sarbeswara Hota)....Pages 217-225
A Design Towards an Energy-Efficient and Lightweight Data Security Model in Fog Networks (Arnab Mitra, Sayantan Saha)....Pages 227-236
Fuzzification-Based Routing Protocol for Wireless Ad Hoc Network (Santosh Kumar Das, Nikhil Patra, Biswa Ranjan Das, Shom Prasad Das, Soumen Nayak)....Pages 237-245
Fuzzy-Based Strategy Management in Wireless Ad Hoc Network (Santosh Kumar Das, Aman Kumar Tiwari, Somnath Rath, Manisha Rani, Shom Prasad Das, Soumen Nayak)....Pages 247-254
A TWV Classifier Ensemble Framework (Sidharth Samal, Rajashree Dash)....Pages 255-262
Recent Advancements in Continuous Authentication Techniques for Mobile-Touchscreen-Based Devices (Rupanka Bhuyan, S. Pradeep Kumar Kenny, Samarjeet Borah, Debahuti Mishra, Kaberi Das)....Pages 263-273
Hermit: A Novel Approach for Dynamic Load Balancing in Cloud Computing (Subasish Mohapatra, Subhadarshini Mohanty, Arunima Hota, Prashanta Kumar Patra, Jijnasee Dash)....Pages 275-287
Development of Hybrid Extreme Learning Machine for Classification of Brain MRIs (Pranati Satapathy, Sateesh Kumar Pradhan, Sarbeswara Hota)....Pages 289-296
Delay and Disruption Tolerant Networks: A Brief Survey (Satya Ranjan Das, Koushik Sinha, Nandini Mukherjee, Bhabani P. Sinha)....Pages 297-305
Front Matter ....Pages 307-307
Test Case Generation Based on Search-Based Testing (Rashmi Rekha Sahoo, Mitrabinda Ray, Gayatri Nayak)....Pages 309-317
A Hybrid Approach to Achieve High MC/DC at Design Phase (Gayatri Nayak, Mitrabinda Ray, Rashmi Rekha Sahoo)....Pages 319-326
Test Case Prioritization Using OR and XOR Gate Operations (Soumen Nayak, Chiranjeev Kumar, Sachin Tripathi, Lambodar Jena, Bichitrananda Patra)....Pages 327-334
Optimal Geospatial Query Placement in Cloud (Jaydeep Das, Sourav Kanti Addya, Soumya K. Ghosh, Rajkumar Buyya)....Pages 335-344
Measuring MC/DC Coverage and Boolean Fault Severity of Object-Oriented Programs Using Concolic Testing (Swadhin Kumar Barisal, Pushkar Kishore, Anurag Kumar, Bibhudatta Sahoo, Durga Prasad Mohapatra)....Pages 345-353
Asynchronous Testing in Web Applications (Sonali Pradhan, Mitrabinda Ray)....Pages 355-361
Architecture Based Reliability Analysis (Sampa ChauPattnaik, Mitrabinda Ray)....Pages 363-372
A Study on Decision Making by Estimating Preferences Using Utility Function and Indifference Curve (Suprava Devi, Mitali Madhusmita Nayak, Srikanta Patnaik)....Pages 373-386
Binary Field Point Multiplication Implementation in FPGA Hardware (Suman Sau, Paresh Baidya, Rourab Paul, Swagata Mandal)....Pages 387-394
Automatic Text Summarization for Odia Language: A Novel Approach (Sagarika Pattnaik, Ajit Kumar Nayak)....Pages 395-403
Insight into Diverse Keyphrase Extraction Techniques from Text Documents (Upasana Parida, Mamata Nayak, Ajit Ku. Nayak)....Pages 405-413
Review on Usage of Hidden Markov Model in Natural Language Processing (Amrita Anandika, Smita Prava Mishra, Madhusmita Das)....Pages 415-423
Performance of ELM Using Max-Min Document Frequency-Based Feature Selection in Multilabeled Text Classification (Santosh Kumar Behera, Rajashree Dash)....Pages 425-433
Issues and Challenges Related to Cloud-Based Traffic Management System: A Brief Survey (Sarita Mahapatra, Krishna Chandra Rath, Srikanta Pattnaik)....Pages 435-442
A Survey on Clustering Algorithms Based on Bioinspired Optimization Techniques (Srikanta Kumar Sahoo, Priyabrata Pattanaik)....Pages 443-452
Automated Question Answering System: An Overview of Solution Strategies (Debashish Mohapatra, Ajit Kumar Nayak)....Pages 453-460
Study on Google Firebase for Real-Time Web Messaging (Rahul Patnaik, Rajesh Pradhan, Smita Rath, Chandan Mishra, Lagnajeet Mohanty)....Pages 461-469
Dealing with Sybil Attack in VANET (Binod Kumar Pattanayak, Omkar Pattnaik, Sasmita Pani)....Pages 471-480
Role of Intelligent Techniques in Natural Language Processing: An Empirical Study (Bishwa Ranjan Das, Dilip Singh, Prakash Chandra Bhoi, Debahuti Mishra)....Pages 481-490
Feature Selection and Classification for Microarray Data Using ACO-FLANN Framework (Pradeep Kumar Mallick, Sandeep Kumar Satapathy, Shruti Mishra, Amiya Ranjan Panda, Debahuti Mishra)....Pages 491-501
An Ensemble Approach for Automated Classification of Brain MRIs (Sarada Prasanna Pati, Sarbeswara Hota, Debahuti Mishra)....Pages 503-510
An Analysis of Various Demand Response Techniques in Smart Grid (Nilima R. Das, Mamata Nayak, S. C. Rai, Ajit K. Nayak)....Pages 511-520
Energy Efficient Chrip Signal Using Stockwell Transform (Subhashree Sahoo, Sushree Bibhuprada B. Priyadarshini, Amiya Bhusan Bagjadab, Santosh Kumar Majhi)....Pages 521-531
Harmonic and Reactive Power Compensation Using Hybrid Shunt Active Power Filter with Fuzzy Controller (Alok Kumar Mishra, Prakash Kumar Ray, Akshaya Kumar Patra, Ranjan Kumar Mallick, Soumya Ranjan Das, Ramachandra Agrawal)....Pages 533-545
Optimal Bidding of Market Participants in Restructured Power Market Adopting MBF Method (Ramachandra Agrawal, Purba Sengupta, Anasuya Roy Choudhury, Debashis Sitikantha, Ilyas Ahmed, Manoj Kumar Debnath)....Pages 547-561
Stabilizing and Trajectory Tracking of Inverted Pendulum Based on Fuzzy Logic Control (Akshaya Kumar Patra, Alok Kumar Mishra, Ramachandra Agrawal, Narayan Nahak)....Pages 563-573
Fuzzy Logic Controller Design for Stabilizing and Trajectory Tracking of Vehicle Suspension System (Akshaya Kumar Patra, Alok Kumar Mishra, Ramachandra Agrawal)....Pages 575-587
Fuzzy-Controlled Power Factor Correction Using Single Ended Primary Inductance Converter (Alok Kumar Mishra, Akshaya Kumar Patra, Ramachandra Agrawal, Shekharesh Barik, Manoj Kumar Debanath, Samarjeet Satapathy et al.)....Pages 589-600
Data Center Networks: The Evolving Scenario (Tapasmini Sahoo, Suraj Kumar Naik, Kunal Kumar Das)....Pages 601-610
Front Matter ....Pages 611-611
Android App-based Cryptographic End-to-End Verifiable Election System (Rakesh Kumar)....Pages 613-622
Energy Saving Delay Constraint MAC Protocol in Wireless Body Area Network (Tusharkanta Samal, Manas Ranjan Kabat, Sushree Bibhuprada B. Priyadarshini)....Pages 623-630
QoS-Aware Unicasting Hybrid Routing Protocol for MANETs (Prabhat Kumar Sahu, Biswa Mohan Acharya, Niranjan Panda)....Pages 631-640
Background Modeling and Elimination Using Differential Block-Based Quantized Histogram (D-BBQH) (Satyabrata Maity, Nimisha Ghosh, Krishanu Maity, Sayantan Saha)....Pages 641-651
A Comparative Study on Unequal Clustering in Wireless Sensor Networks (WSNs) (Amrit Sahani, Abhipsa Patro, Sushree Bibhuprada B. Priyadarshini)....Pages 653-660
Rivest Cipher 4 Cryptography and Elliptical Curve Cryptography Techniques to Secure Data in Cloud (Alakananda Tripathy, Alok Ranjan Tripathy, Smita Rath, Om Prakash Jena, Shrabanee Swagatika)....Pages 661-668
A Survey on Various Security Issues for 5G Mobile Networks in WSN (Lucy Dash, Mitrabinda Khuntia)....Pages 669-679
Genetic Algorithm and Probability-Based Leach Variant Trust Management Model for WSNs (Lakshmisree Panigrahi, Debasish Jena)....Pages 681-690
EOQ Model with Backorder for Items with Imperfect Quality Using Cross-Selling Effects (Rashmi Rani Patro, Rojalin Patro, Srikanta Patnaik, Binod Kumar Sahoo)....Pages 691-700
A Deep Learning Approach for the Classification of Pneumonia X-Ray Image (Olive Chaudhuri, Barnali Sahu)....Pages 701-710
Pragmatic Study of CNN Model and Different Parameters Impact on It for the Classification of Diabetic Retinopathy (Manaswini Jena, Smita Prava Mishra, Debahuti Mishra)....Pages 711-718
Facial Expression Recognition System (FERS): A Survey (Sonali Mishra, Ratnalata Gupta, Sambit Kumar Mishra)....Pages 719-725
A Clustering Mechanism for Energy Efficiency in the Bottleneck Zone of Wireless Sensor Networks (Dibya Ranjan Das Adhikary, Swagatika Tripathy, Dheeresh K. Mallick, Chandrashekhar Azad)....Pages 727-735
Survey on Hyperparameter Optimization Using Nature-Inspired Algorithm of Deep Convolution Neural Network (Rasmiranjan Mohakud, Rajashree Dash)....Pages 737-744
An Intelligent Type-2 Fuzzy-Based Uncertainty Reduction Technique in Mobile Ad Hoc Network (Santosh Kumar Das, Priyanshu Singh, Nihal Verma, Shom Prasad Das, Soumen Nayak)....Pages 745-751
Study of Cost-Sensitive Learning Methods on Imbalanced Datasets (Neelam Rout, Debahuti Mishra, Manas Kumar Mallick)....Pages 753-760
Game Theory Based Optimal Decision-Making System (Santosh Kumar Das, AbhilekhNath Das, Harsh Kumar Sinha, Shom Prasad Das, Soumen Nayak)....Pages 761-769
A Static Approach for Access Control with an Application-Derived Intrusion System (Shaunak Chattopadhyay, Sonali Mishra, Sambit Kumar Mishra)....Pages 771-779
A Survey on Transfer Learning (Santisudha Panigrahi, Anuja Nanda, Tripti Swarnkar)....Pages 781-789
A Survey on Energy Awareness Mechanisms in ACO-Based Routing Protocols for MANETs (Niranjan Panda, Prabhat Ku Sahu, Manoranjan Parhi, Binod Ku Pattanayak)....Pages 791-800
A Comprehensive Study of MeanShift and CamShift Algorithms for Real-Time Face Tracking (Smriti Gupta, Kundan Kumar, Sabita Pal, Kuntal Ghosh)....Pages 801-811
Blockchain: Applications and Challenges in the Industry (Amrit Sahani, Jaswant Arya, Abhipsa Patro, Sushree Bibhuprada B. Priyadarshini)....Pages 813-818
Application of Big Data Problem-Solving Framework in Healthcare Sector—Recent Advancement (Sushreeta Tripathy, Tripti Swarnkar)....Pages 819-826
A GALA Based Hybrid Gene Selection Model for Identification of Relevant Genes for Cancer Microarray Data (Barnali Sahu, Alok Kumar Jagadev)....Pages 827-835
A Brief Survey on Placement of Access Points in Ultra-Dense Heterogeneous 5G Networks (Satya R. Das, Koushik Sinha, Nandini Mukherjee, Bhabani P. Sinha)....Pages 837-845
Qualitative Analysis of Recursive Search Algorithm: A Case Study (Sangram Panigrahi, Kesari Verma, Priyanka Tripathi)....Pages 847-858
Back Matter ....Pages 859-861