Výsledky vyhledávání - "Journal of parallel and distributed computing"

BlobSeer: Next-generation data management for large scale infrastructures Autor Nicolae, Bogdan, Antoniu, Gabriel, Bougé, Luc, Moise, Diana, Carpen-Amarie, Alexandra

“…As data volumes increase at a high speed in more and more application fields of science, engineering, information services, etc., the challenges posed by…”
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Link scheduling in wireless sensor networks: Distributed edge-coloring revisited Autor Gandham, Shashidhar, Dawande, Milind, Prakash, Ravi

“…We consider the problem of link scheduling in a sensor network employing a TDMA MAC protocol. Our algorithm consists of two phases. The first phase involves…”
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Assigning real-time tasks to heterogeneous processors by applying ant colony optimization Autor Chen, Hua, Cheng, Albert Mo Kim, Kuo, Ying-Wei

“…The problem of determining whether a set of periodic tasks can be assigned to a set of heterogeneous processors without deadline violations has been shown, in…”
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Oblivious algorithms for multicores and networks of processors Autor Chowdhury, Rezaul Alam, Ramachandran, Vijaya, Silvestri, Francesco, Blakeley, Brandon

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Scaling Support Vector Machines on modern HPC platforms Autor You, Yang, Fu, Haohuan, Song, Shuaiwen Leon, Randles, Amanda, Kerbyson, Darren, Marquez, Andres, Yang, Guangwen, Hoisie, Adolfy

“…Support Vector Machines (SVM) have been widely used in data-mining and Big Data applications as modern commercial databases start to attach an increasing…”
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On constructing k-connected k-dominating set in wireless ad hoc and sensor networks Autor Dai, Fei, Wu, Jie

“…An important problem in wireless ad hoc and sensor networks is to select a few nodes to form a virtual backbone that supports routing and other tasks such as…”
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FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things Autor Friha, Othmane, Ferrag, Mohamed Amine, Shu, Lei, Maglaras, Leandros, Choo, Kim-Kwang Raymond, Nafaa, Mehdi

“…•We propose a federated deep learning-based IDS for mitigating cyberattacks.•We investigate the use of three deep learning classifiers, DNN, CNN, and RNN.•The…”
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Estimation of energy consumption in machine learning Autor García-Martín, Eva, Rodrigues, Crefeda Faviola, Riley, Graham, Grahn, Håkan

“…Energy consumption has been widely studied in the computer architecture field for decades. While the adoption of energy as a metric in machine learning is…”
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LAD: Localization anomaly detection for wireless sensor networks Autor Du, Wenliang, Fang, Lei, Peng, Ning

“…In wireless sensor networks (WSNs), sensors’ locations play a critical role in many applications. Having a GPS receiver on every sensor node is costly. In the…”
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Scalable blockchain model using off-chain IPFS storage for healthcare data security and privacy Autor Jayabalan, Jayapriya, Jeyanthi, N.

“…•Fail-safe and tamper resistant blockchain framework for healthcare data.•Decentralized storage in IPFS using blockchain for data privacy and…”
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Blockchain 3.0 applications survey Autor Di Francesco Maesa, Damiano, Mori, Paolo

“…In this paper we survey a number of interesting applications of blockchain technology not related to cryptocurrencies. As a matter of fact, after an initial…”
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Edge server placement in mobile edge computing Autor Wang, Shangguang, Zhao, Yali, Xu, Jinlinag, Yuan, Jie, Hsu, Ching-Hsien

“…With the rapid increase in the development of the Internet of Things and 5G networks in the smart city context, a large amount of data (i.e., big data) is…”
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Empirical performance model-driven data layout optimization and library call selection for tensor contraction expressions Autor Lu, Qingda, Gao, Xiaoyang, Krishnamoorthy, Sriram, Baumgartner, Gerald, Ramanujam, J., Sadayappan, P.

“…Empirical optimizers like ATLAS have been very effective in optimizing computational kernels in libraries. The best choice of parameters such as tile size and…”
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Secure blockchain enabled Cyber–physical systems in healthcare using deep belief network with ResNet model Autor Nguyen, Gia Nhu, Viet, Nin Ho Le, Elhoseny, Mohamed, Shankar, K., Gupta, B.B., El-Latif, Ahmed A. Abd

“…Cyber–physical system (CPS) is the incorporation of physical processes with processing and data transmission. Cybersecurity is a primary and challenging issue…”
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LSB: A Lightweight Scalable Blockchain for IoT security and anonymity Autor Dorri, Ali, Kanhere, Salil S., Jurdak, Raja, Gauravaram, Praveen

“…In recent years, Blockchain has attracted tremendous attention due to its salient features including auditability, immutability, security, and anonymity…”
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A blockchain-based Roadside Unit-assisted authentication and key agreement protocol for Internet of Vehicles Autor Xu, Zisang, Liang, Wei, Li, Kuan-Ching, Xu, Jianbo, Jin, Hai

“…A fundamental layer of smart cities, the Internet of Vehicles (IoV) can significantly improve transportation efficiency, reduce energy consumption, and traffic…”
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A distributed intrusion detection system to detect DDoS attacks in blockchain-enabled IoT network Autor Kumar, Randhir, Kumar, Prabhat, Tripathi, Rakesh, Gupta, Govind P., Garg, Sahil, Hassan, Mohammad Mehedi

“…•The devices and sensors in blockchain-enabled IoT network produce a lot of data, so AI is applied as analytical tool to provide consistent results in…”
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SG-PBFT: A secure and highly efficient distributed blockchain PBFT consensus algorithm for intelligent Internet of vehicles Autor Xu, Guangquan, Bai, Hongpeng, Xing, Jun, Luo, Tao, Xiong, Neal N., Cheng, Xiaochun, Liu, Shaoying, Zheng, Xi

“…•Our algorithm is more efficient, has less communication overhead, and has greater throughput than the original PBFT algorithm.•We propose a Vehicle - Service…”
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Decentralized learning works: An empirical comparison of gossip learning and federated learning Autor Hegedűs, István, Danner, Gábor, Jelasity, Márk

“…Machine learning over distributed data stored by many clients has important applications in use cases where data privacy is a key concern or central data…”
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Hybridization of firefly and Improved Multi-Objective Particle Swarm Optimization algorithm for energy efficient load balancing in Cloud Computing environments Autor Devaraj, A. Francis Saviour, Elhoseny, Mohamed, Dhanasekaran, S., Lydia, E. Laxmi, Shankar, K.

“…Load balancing, in Cloud Computing (CC) environment, is defined as the method of splitting workloads and computing properties. It enables the enterprises to…”
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