Search Results - "Distributed and Parallel Computing"

A survey of data partitioning and sampling methods to support big data analysis by Mahmud, Mohammad Sultan, Huang, Joshua Zhexue, Salloum, Salman, Emara, Tamer Z., Sadatdiynov, Kuanishbay

“…Computer clusters with the shared-nothing architecture are the major computing platforms for big data processing and analysis. In cluster computing, data…”
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Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks by Nasser Al-Andoli, Mohammed, Chiang Tan, Shing, Ping Cheah, Wooi

“…In this paper, a parallel deep learning-based community detection method in large complex networks (CNs) is proposed. First, a CN partitioning method is…”
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Parallel and scalable Dunn Index for the validation of big data clusters by Ben Ncir, Chiheb-Eddine, Hamza, Abdallah, Bouaguel, Waad

“…Parallelizing data clustering algorithms has attracted the interest of many researchers over the past few years. Many efficient parallel algorithms were…”
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Big data analytics on Apache Spark by Salloum, Salman, Dautov, Ruslan, Chen, Xiaojun, Peng, Patrick Xiaogang, Huang, Joshua Zhexue

“…Apache Spark has emerged as the de facto framework for big data analytics with its advanced in-memory programming model and upper-level libraries for scalable…”
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Blockchain and smart contract for IoT enabled smart agriculture by Pranto, Tahmid Hasan, Noman, Abdulla All, Mahmud, Atik, Haque, AKM Bahalul

“…The agricultural sector is still lagging behind from all other sectors in terms of using the newest technologies. For production, the latest machines are being…”
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On the Design of a Blockchain Platform for Clinical Trial and Precision Medicine by Zonyin Shae, Tsai, Jeffrey J. P.

“…This paper proposes a blockchain platform architecture for clinical trial and precision medicine and discusses various design aspects and provides some…”
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Delay-Optimal Distributed Computation Offloading in Wireless Edge Networks by Gong, Xiaowen, Chen, Mingyu, Li, Dongsheng, Cao, Yang

“…In this paper, we explore distributed edge computation offloading (DECO) that offloads computation to distributed edge devices connected wirelessly, which…”
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Deep learning model for deep fake face recognition and detection by ST, Suganthi, Ayoobkhan, Mohamed Uvaze Ahamed, V, Krishna Kumar, Bacanin, Nebojsa, K, Venkatachalam, Štěpán, Hubálovský, Pavel, Trojovský

“…Deep Learning is an effective technique and used in various fields of natural language processing, computer vision, image processing and machine vision. Deep…”
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GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles by Mitchell, Rory, Frank, Eibe, Holmes, Geoffrey

“…SHapley Additive exPlanation (SHAP) values (Lundberg & Lee, 2017) provide a game theoretic interpretation of the predictions of machine learning models based…”
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Blockchain technology in the pharmaceutical industry: a systematic review by Zakari, Nazik, Al-Razgan, Muna, Alsaadi, Amani, Alshareef, Haya, Al saigh, Heba, Alashaikh, Lamia, Alharbi, Mala, Alomar, Rana, Alotaibi, Seham

“…Blockchain technology is accelerating digital transformation across multiple industries, including the pharmaceutical industry. The pharmaceutical industry…”
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Large-Scale Subspace Clustering by Independent Distributed and Parallel Coding by Li, Jun, Tao, Zhiqiang, Wu, Yue, Zhong, Bineng, Fu, Yun

“…Subspace clustering is a popular method to discover underlying low-dimensional structures of high-dimensional multimedia data (e.g., images, videos, and…”
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Secure biometric authentication with de-duplication on distributed cloud storage by M, Vinoth Kumar, Venkatachalam, K, P, Prabu, Almutairi, Abdulwahab, Abouhawwash, Mohamed

“…Cloud computing is one of the evolving fields of technology, which allows storage, access of data, programs, and their execution over the internet with…”
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Distributed load balancing frequent colossal closed itemset mining algorithm for high dimensional dataset by Vanahalli, Manjunath K, Patil, Nagamma

“…The focus of extracting colossal closed itemsets from high dimensional biological datasets has been great in recent times. A massive set of short and average…”
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RiceChain: secure and traceable rice supply chain framework using blockchain technology by Yakubu, Bello Musa, Latif, Rabia, Yakubu, Aisha, Khan, Majid Iqbal, Magashi, Auwal Ibrahim

“…The increasing number of rice product safety issues and the potential for contamination have established an enormous need for an effective strategy for the…”
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A Distributed Parallel Algorithm Based on Low-Rank and Sparse Representation for Anomaly Detection in Hyperspectral Images by Zhang, Yi, Wu, Zebin, Sun, Jin, Zhang, Yan, Zhu, Yaoqin, Liu, Jun, Zang, Qitao, Plaza, Antonio

“…Anomaly detection aims to separate anomalous pixels from the background, and has become an important application of remotely sensed hyperspectral image…”
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Latency-Aware Horizontal Computation Offloading for Parallel Processing in Fog-Enabled IoT by Deb, Pallav Kumar, Misra, Sudip, Mukherjee, Anandarup

“…In this article, we propose a two-step distributed horizontal architecture for computation offloading in a fog-enabled Internet of Things environment-HD-Fog-to…”
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Joint Workload Distribution and Capacity Augmentation in Hybrid Datacenter Networks by Ao, Weng Chon, Huang, Po-Han, Psounis, Konstantinos

“…In hybrid datacenter networks, wired connections are augmented with wireless links to facilitate data transfers between racks. The usage of mmWave/FSO wireless…”
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A cloud-based consultation and collaboration system for radiotherapy: Remote decision support services for community radiotherapy centers by Zhou, Yin, Luo, Binghui, Sang, Jiugao, Li, Cheng, Zhu, Meng, Zhu, Zhengfei, Dai, Jianrong, Wang, Jianhua, Chen, Haibo, Zhai, Shuwei, Lu, Lina, Liu, Hui, Yu, Genhua, Ye, Jin, Zhang, Zhen, Huan, Jian

“…•The system saves cost and time for both consultants and community radiotherapy centers.•The system is ubiquitously accessible in an ad hoc way.•The system…”
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A review of swarm intelligence algorithms deployment for scheduling and optimization in cloud computing environments by Qawqzeh, Yousef, Alharbi, Mafawez T., Jaradat, Ayman, Abdul Sattar, Khalid Nazim

“…This review focuses on reviewing the recent publications of swarm intelligence algorithms (particle swarm optimization (PSO), ant colony optimization (ACO),…”
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Advancements in heuristic task scheduling for IoT applications in fog-cloud computing: challenges and prospects by Alsadie, Deafallah

“…Fog computing has emerged as a prospective paradigm to address the computational requirements of IoT applications, extending the capabilities of cloud…”
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