Search Results - Data balancing algorithm

A secure data transmission and efficient data balancing approach for 5G‐based IoT data using UUDIS‐ECC and LSRHS‐CNN algorithms by Yadav, Kusum, Jain, Anurag, Alharbi, Yasser, Alferaidi, Ali, Alkwai, Lulwah M., Ahmed, Nada Mohamed Osman Sid, Hamad, Sawsan Ali Saad

“… However, security along with data balancing issues is proffered owing to IoT data's growth…”
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A Load Balancing Algorithm for the Data Centres to Optimize Cloud Computing Applications by Shafiq, Dalia Abdulkareem, Jhanjhi, Noor Zaman, Abdullah, Azween, Alzain, Mohammed A.

“…Despite the many past research conducted in the Cloud Computing field, some challenges still exist related to workload balancing in cloud-based applications and specifically in the Infrastructure as service (IaaS) cloud model…”
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Data-Balancing Algorithm Based on Generative Adversarial Network for Robust Network Intrusion Detection by Hsieh, Cheng-En, Lin, Wei-Min, Li, Jung-Shian, Li, Chu-Fen, Liu, I-Hsien

“…) to implement the IDS machine learning model. A data-balancing algorithm based on a generative adversarial network (GAN…”
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SMOTEMD: UN ALGORITMO DE BALANCEO DE DATOS MIXTOS PARA BIG DATA EN R by Morales Oñate, Víctor, Moreta, Luis, Morales-Oñate, Bolívar

“…Analizar muestras con datos desbalanceados es un desafío para quien debe utilizarlos en términos de modelización. Un contexto en el que esto sucede es cuando…”
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A distributed load balancing algorithm for climate big data processing over a multi-core CPU cluster by Wang, Yuzhu, Jiang, Jinrong, Ye, Huang, He, Juanxiong

“…‐ESM, the load of the METGRID module is seriously unbalanced on many CPU cores. The load imbalance has a serious impact on the processing speed of meteorological data, so this study designs an optimization algorithm to solve the problem…”
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LightGBM integration with modified data balancing and whale optimization algorithm for rock mass classification by Li, Long

“…) and the light gradient boosting machine (LightGBM). The proposed IEWOA algorithm incorporates a novel parameter l for more effective position updates during the exploration…”
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Comparative Analysis of Machine Learning Algorithms and Data Balancing Techniques for Credit Card Fraud Detection by Wijaya, Michael Geraldin, Pinaringgi, Muhammad Faza, Zakiyyah, Alfi Yusrotis, Meiliana

“… This study investigates the effectiveness of ensemble learning techniques and data balancing methods for detecting CCF in imbalanced datasets…”
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A simpler load-balancing algorithm for range-partitioned data in peer-to-peer systems by Chawachat, Jakarin, Fakcharoenphol, Jittat

“…‐balancing algorithm that supports both object's key insertion and deletion with a guaranteed max…”
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Practical recommendations for machine learning in underground rock engineering – On algorithm development, data balancing, and input variable selection by Morgenroth, Josephine, Unterlaß, Paul J., Sapronova, Alla, Khan, Usman T., Perras, Matthew A., Erharter, Georg H., Marcher, Thomas

“… This article presents tools and processes for developing MLAs, input selection, and data balancing for practical underground rock engineering…”
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An intermediate data placement algorithm for load balancing in Spark computing environment by Tang, Zhuo, Zhang, Xiangshen, Li, Kenli, Li, Keqin

“… For solving the load imbalance of bucket containers in the shuffle process of the Spark computing framework, this paper proposes a splitting and combination algorithm for skew intermediate data blocks (SCID…”
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Designing a Component-Based Throttled Load Balancing Algorithm for Cloud Data Centers by Mekonnen, Dawit, Megersa, Alemayehu, Sharma, Rakesh Kumar, Sharma, Durga Prasad

“… Load balancing issues are managed by load balancing algorithms. Load balancing algorithms have varied issues of efficiency due to certain parameters like…”
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METAbolomics data Balancing with Over-sampling Algorithms (META-BOA): an online resource for addressing class imbalance by Hashimoto-Roth, Emily, Surendra, Anuradha, Lavallée-Adam, Mathieu, Bennett, Steffany A. L, Čuperlović-Culf, Miroslava

“… Results METAbolomics data Balancing with Over-sampling Algorithms (META-BOA) is a web-based application that enables users to select between four different methods…”
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An Improved Hadoop Data Load Balancing Algorithm by Liu, Kun, Xu, Gaochao, Yuan, Jun’e

“…Data load balancing is one of the key problems of big data technology. As a big data application, Hadoop has had many successful applications…”
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Mapping burned areas from Landsat TM/ETM+ data with a two-phase algorithm: Balancing omission and commission errors by Bastarrika, Aitor, Chuvieco, Emilio, Martín, M. Pilar

“…Maps of burned area have been obtained from an automatic algorithm applied to a multitemporal series of Landsat TM/ETM…”
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Joint UAVs’ Load Balancing and UEs’ Data Rate Fairness Optimization by Diffusion UAV Deployment Algorithm in Multi-UAV Networks by Luan, Zhirong, Jia, Hongtao, Wang, Ping, Jia, Rong, Chen, Badong

“… In multi-UAV communication networks, UAVs’ load balancing and UEs’ data rate fairness are two challenging problems and can be optimized by UAV deployment strategies…”
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Load Balancing Algorithms for Big Data Flow Classification Based on Heterogeneous Computing in Software Definition Networks by Ping, Yang

“… algorithms of different mobile terminals and inconsistency between computing algorithms and link control of data networks…”
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Energy-Efficient Virtualized Scheduling and Load Balancing Algorithm in Cloud Data Centers by Jeevitha, J K, Athisha G

“…To scale back the energy consumption, this paper proposed three algorithms: The first one is identifying the load balancing factors and redistribute the load…”
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Novel dynamic load balancing algorithm for cloud-based big data analytics by Aghdashi, Arman, Mirtaheri, Seyedeh Leili

“…Big data analytics in cloud environments introduces challenges such as real-time load balancing besides security, privacy, and energy efficiency…”
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A Parallel FP-Growth Mining Algorithm with Load Balancing Constraints for Traffic Crash Data by Yang, Yang, Tian, Na, Wang, Yunpeng, Yuan, Zhenzhou

“… However, the existing association rule mining algorithms still have some limitations in both efficiency and accuracy…”
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Big data cloud platform server load balancing algorithm based on improved chaotic partition algorithm by Xiang, Hao, Zhang, Ting, Li, Zhewen

“… To solve this problem, a load balancing algorithm based on improved chaotic partition algorithm for big data cloud platform server is proposed…”
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