Search Results - "distributed computing"

Leveraging Deep Learning for Fault Detection and Localization in Distributed Systems by Debolina Ghosh, Jay Prakash Singh

“…These contributions provide useful information for implementing accurate and scalable fault localization in distributed computing environments found in the real world.…”
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Analog and digital systems and high-performance solutions in problems of brain research and modeling by N. I. Ananyeva, A. V. Bogdanov, D. E. Gushchanskiy, A. B. Degtyarev, N. M. Zalutskaya, K. A. Lysov, N. G. Neznanov, O. O. Iakushkin

“…For each of them we survey existing options for creating cloud-based distributed computing solutions that can solve important challenges faced by researchers in their work.…”
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A Survey on Software Defined Network-Enabled Edge Cloud Networks: Challenges and Future Research Directions by Baha Uddin Kazi, Md Kawsarul Islam, Muhammad Mahmudul Haque Siddiqui, Muhammad Jaseemuddin

“…To address these challenges, edge cloud-distributed computing networks emerge. Because of the distributed nature of edge cloud networks, many research works considering software defined networks (SDNs) and network–function–virtualization (NFV) could be key enablers for managing, orchestrating, and load balancing resources. …”
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Federated Learning-Driven IoT Request Scheduling for Fault Tolerance in Cloud Data Centers by Sheeja Rani S, Raafat Aburukba

“…Cloud computing is a virtualized and distributed computing model that provides resources and services based on demand and self-service. …”
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Monitoring and Forecasting the Dynamics of the Incidence of COVID-19 in Moscow: 2020–2021 by A. V. Sokolov, L. A. Sokolova

“…The basis of the study is the balanced identification method and the information technology of the same name, created at the Center for Distributed Computing of the Institute for Information Transmission Problems of the Russian Academy of Sciences. …”
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PERFORMANCE REFINEMENT OF CONVOLUTIONAL NEURAL NETWORK ARCHITECTURES FOR SOLVING BIG DATA PROBLEMS by Saud Aljaloud

“…As the project description implied, this study would not present a standard comparison because of this; instead, it would present a comparison of these networks' performance in a Big Data environment using distributed computing. The FMNIST or Fashion MNIST database and CIFAR10 were also tested (using the same neural network design), extending the scope of the comparison beyond MNIST. …”
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Is it possible to perform a comprehensive analysis of the diagnostic data of mental diseases in the early stages? by N. M. Zalutskaya, A. Eran, Sh. Freilikhman, R. Balicer, N. A. Gomzyakova, V. V. Korkhov, N. G. Neznanov, A. V. Bogdanov, A. B. Degtyarev

“…It is planned to use the new approach associated with the use of newSQL database as an API, and then use the distributed computing tools for working with heterogeneous data, which will lead to features in the analysis of correlations in multidimensional data arrays. …”
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Integrated Photonics for IoT, RoF, and Distributed Fog–Cloud Computing: A Comprehensive Review by Gerardo Antonio Castañón Ávila, Walter Cerroni, Ana Maria Sarmiento-Moncada

“…It also outlines open research opportunities in photonic devices and system-level integration, aimed at advancing performance, energy-efficiency, and scalability in next-generation distributed computing networks.…”
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Accuracy-Aware MLLM Task Offloading and Resource Allocation in UAV-Assisted Satellite Edge Computing by Huabing Yan, Hualong Huang, Zijia Zhao, Zhi Wang, Zitian Zhao

“…However, cloud computing dependency introduces latency, bandwidth, and privacy challenges, while IoT device limitations require efficient distributed computing solutions. SEC, utilizing low-earth orbit (LEO) satellites and unmanned aerial vehicles (UAVs), extends mobile edge computing to provide ubiquitous computational resources for remote IoTDs. …”
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Fractional Weight Moving Average Based Thresholding Scheme for VLC With Mobile-Phone Camera by Zhenshan Zhang, Yaojun Qiao, Tiantian Zhang, Yueming Lu

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Supporting Global Communications of 6G Networks Using AI, Digital Twin, Hybrid and Integrated Networks, and Cloud: Features, Challenges, and Recommendations by Shaymaa Ayad Mohammed, Sallar S. Murad, Havot J. Albeyboni, Mohammad Dehghani Soltani, Reham A. Ahmed, Rozin Badeel, Ping Chen

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Automation of autonomous mobile robot docking based on the counter growth rapidly exploring random tree method by V. V. Golubov, S. V. Manko

“…It is based on the parallel execution of a decentralized route planning algorithm with mutual coordination of distributed computing processes. The effectiveness of the complex of algorithmic and software tools developed was evaluated using computer and natural simulation methods. …”
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A Comprehensive Survey on Resource Management for IoT Applications in Edge-Fog-Cloud Environments by Nour El Houda Boubaker, Karim Zarour, Nawal Guermouche, Djamel Benmerzoug

“…Resource management in Edge-Fog-Cloud environments has emerged as a fundamental challenge in modern distributed computing systems, primarily due to the heterogeneous nature of underlying infrastructure, highly dynamic workloads, and the need to optimize multiple, often conflicting, Quality of Service (QoS) metrics such as latency, energy consumption, cost, and security. …”
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Reducing Grayscale Value Fluctuation for Mobile-Phone Camera Based VLC System by Zhenshan Zhang, Tiantian Zhang, Xizi Tang, Yueming Lu, Yaojun Qiao

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DATA MINING IN RELATIONAL SYSTEMS by Valentin Filatov, Valerii Semenets, Oleg Zolotukhin

“…The purpose of the research is to develop scientifically grounded models for supporting intelligent technologies for integrating and managing information resources of distributed computing systems. Explore the features of the operational specification of the relational data model. …”
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Experimental Demonstration of 40-Gb/s I-SC-FDM With 10G-Class Optics and Low-Complexity DSP for Next-Generation PON by Xizi Tang, Ji Zhou, Mengqi Guo, Jia Qi, Shuangyue Liu, Xuekai Xu, Yueming Lu, Yaojun Qiao

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Training Sequence-Based Chromatic Dispersion Estimation With Ultra-Low Sampling Rate for Optical Fiber Communication Systems by Yiwen Ma, Peng Guo, Aiying Yang, Lingwei Zhuang, Shaojian Guo, Yueming Lu, Yaojun Qiao

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Dimming Control Systems Based on Low-PAPR SCFDM for Visible Light Communications by Tiantian Zhang, Ji Zhou, Zhenshan Zhang, Yueming Lu, Fei Su, Yaojun Qiao

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Enhancing DevOps Practices in the IoT–Edge–Cloud Continuum: Architecture, Integration, and Software Orchestration Demonstrated in the COGNIFOG Framework by Kostas Petrakis, Evangelos Agorogiannis, Grigorios Antonopoulos, Themistoklis Anagnostopoulos, Nasos Grigoropoulos, Eleni Veroni, Alexandre Berne, Selma Azaiez, Zakaria Benomar, Harry Kakoulidis, Marios Prasinos, Philippos Sotiriades, Panagiotis Mavrothalassitis, Kosmas Alexopoulos

“…This paper presents COGNIFOG, an innovative framework under development that is designed to leverage decentralized decision-making, machine learning, and distributed computing to enable autonomous operation, adaptability, and scalability across the IoT–edge–cloud continuum. …”
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An improved approach to organising mobile edge computing in a 5G network by Андрій Астраханцев, Лариса Глоба, Олександр Федоров, Дмитро Дегтярьов, Євген Романко, Кирило Романій

“…The method of load balancing and selection of computing nodes for edge computing via 5G allows for identifying available nodes and distributing computing blocks among them. It also provides mutual authentication of elements and includes a method of data verification and error detection for the MEC system. …”
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