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Application and functional simulation of data mining technology in Hadoop cloud platform based on improved algorithm
Data mining algorithms can process target data and extract useful hidden information, which is helpful for decision making. However, current mining...
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Application of Hadoop cloud platform based on soft computing in financial accounting budget control
This article designs a Hadoop cloud platform system based on soft computing, and makes optimization research on its budget control application in...
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Detecting DoS Outbreaks in Cloud Environment Using Machine Learning Algorithms in Hadoop Cluster
The necessity to handle data has grown critical since the introduction of cloud computing and continuous Internet access. In addition, the number of...
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Hadoop Dataset for Job Estimation in the Cloud with Limited Bandwidth
Hadoop MapReduce is a well-known open source framework for processing a large amount of data in a cluster of machines; it has been adopted by many...
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PPSecS: Privacy-Preserving Secure Big Data Storage in a Cloud Environment
The proliferation of social networks, the Internet of Things, and economic mobility has led to an exponential increase in data. New data having high...
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Cloud Hadoop for Enterprise Collaboration System
Today, a vigorous growth in the creation of digital data communications in synergistic operating networks. Enterprise collaboration systems face the...
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Cloud Hadoop for Enterprise Collaboration System
Today, a vigorous growth in the creation of digital data communications in synergistic operating networks. Enterprise collaboration systems face the...
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Effectiveness Review of the Machine Learning Algorithms for Scheduling in Cloud Environment
Cloud computing becomes rapid growing technology using virtualization and Service Oriented Architecture (SOA), developed as one of the sought-after...
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Cloud Infrastructure
This chapter focuses on cloud computing. We present its enabling technologies, explore the Hadoop ecosystem as the foundation, illustrating its...
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Distributed authentication framework for Hadoop based bigdata environment
Big data, the upcoming technology in the field of computing, refers to a large complex dataset. It deals with large complex datasets and yields great...
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Design and Development of Pragmatic Load Balancing Algorithm for Cloud Environment
With due span of time, Cloud computing has grown phenomenally as it is a best approach for using the scalable shared pool of resources at economical...
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Bio-Inspired Crossover Cosine Swarm Optimization Algorithm Based Task Scheduling for Quality of Service Improvement Under Cloud Environment
Cloud computing has developed into a critical information technology utility in the Internet age. It allows data exchange and on-demand service...
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Parallel Fuzzy C-Means Clustering Based Big Data Anonymization Using Hadoop MapReduce
The amount of data on the internet is steadily growing due to recent technological advancements in cyber-physical-social systems, sensor networks,...
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Implementation of Security Technology of Cloud Computing Platform Based on Hadoop
In recent years, cloud computing has been widely researched and applied, and the key factor that affects the popularity or acceptance of cloud...
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Resource Management in Hadoop Clusters at the Storing Level of Hadoop Distributed File System
The need for more data-intensive activities has made scheduling in Hadoop a crucial component in achieving high performance through effective...
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Near-data Prediction Based Speculative Optimization in a Distribution Environment
Hadoop is an open source from Apache with a distributed file system and MapReduce distributed computing framework. The current Apache 2.0 license...
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Sustainable multimedia service cloud platform framework based on intelligent management system
In the past decade, the development of artificial intelligence models in various fields has received widespread attention. The development of new...
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Survey on Services and Support in Cloud Computing Environment
Cloud computing serves a large portion of enterprises and intellectuals with the facility of computation as per their demand and proves to be...
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Distributed query optimization strategies for cloud environment
Cloud computing services are provided over the internet such as computing, servers, storage, databases, networking, software, and many more. Then,...
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Hadoop-Based Big Data Distributions: A Comparative Study
Approximately 2.5 quintillion bytes of various forms (structured, semi- structured, or unstructured) of data are generated every day. Indeed, big...