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    Hardware realization of neuromorphic computing with a 4–port photonic reservoir for modulation format identification by Enes Şeker, Rijil Thomas, Guillermo von Hünefeld, Stephan Suckow, Mahdi Kaveh, Gregor Ronniger, Pooyan Safari, Isaac Sackey, David Stahl, Colja Schubert, Johannes Karl Fischer, Ronald Freund, Max C Lemme

    Published 2025-01-01
    “…The fields of machine learning and artificial intelligence drive researchers to explore energy-efficient, brain-inspired new hardware. Reservoir computing encompasses recurrent neural networks for sequential data processing and matches the performance of other recurrent networks with less training and lower costs. …”
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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

    Published 2025-07-01
    “…Integrated photonics is a transformative technology for enhancing communication and computation in Cloud and Fog computing networks. Photonic integrated circuits (PICs) enable significant improvements in data-processing speed, energy-efficiency, scalability, and latency. …”
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    Sustainable AI With Quantum-Inspired Optimization: Enabling End-to-End Automation in Cloud-Edge Computing by Andreas Andreou, Constandinos X. Mavromoustakis, Evangelos K. Markakis, Athina Bourdena, George Mastorakis

    Published 2025-01-01
    “…This article explores the integration of quantum computing and end-to-end automation strategies in cloud-edge architectures. …”
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    Hierarchical Reinforcement Learning for Multi-Layer Multi-Service Non-Terrestrial Vehicular Edge Computing by Swapnil Sadashiv Shinde, Daniele Tarchi

    Published 2024-01-01
    “…Next, we model the latency and energy requirements for processing the VU tasks through partial computation offloading operations. …”
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    Intelligent data analysis in edge computing with large language models: applications, challenges, and future directions by Xuanzheng Wang, Zhipeng Xu, Xingfei Sui

    Published 2025-05-01
    “…Edge computing has emerged as a vital paradigm for processing data near its source, significantly reducing latency and improving data privacy. …”
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    Synthetic biology meets neuromorphic computing: towards a bio-inspired olfactory perception system by Kevin Max, Larissa Sames, Shimeng Ye, Jan Steinkühler, Federico Corradi

    Published 2025-01-01
    “…We argue that a co-design approach offers significant advantages in replicating the complex dynamics of odor sensing and processing. We propose a hybrid system of synthetic sensory neurons that provides three key features: (a) receptor-gated ion channels, (b) interface between synthetic biology and semiconductors and (c) event-based encoding and computing based on spiking networks. …”
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    Real-time monitoring and optimization methods for user-side energy management based on edge computing by Jisheng Huang, Shanshan Zhou, Guangming Li, Qiang Shen

    Published 2025-07-01
    “…Abstract This paper presents a comprehensive framework for real-time monitoring and optimization of user-side energy management systems leveraging edge computing technology. The proposed approach addresses key challenges in traditional centralized energy management by bringing computation and data processing closer to end devices. …”
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    Towards Human-like Artificial Intelligence: A Review of Anthropomorphic Computing in AI and Future Trends by Jiacheng Zhang, Haolan Zhang

    Published 2025-06-01
    “…With the advancements in EEG signal processing technology, its integration with AI has become increasingly close. …”
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    Advancing cloud security: Unveiling the protective potential of homomorphic secret sharing in secure cloud computing by Sijjad Ali, Shuaib Ahmed Wadho, Aun Yichiet, Ming Lee Gan, Chen Kang Lee

    Published 2024-09-01
    “…By using this feature, sensitive data is protected from disclosure or misuse while being processed. Therefore, original data confidentiality can be preserved when computing on encrypted shares. …”
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    Resource Adaptive Automated Task Scheduling Using Deep Deterministic Policy Gradient in Fog Computing by Prashanth Choppara, S. Sudheer Mangalampalli

    Published 2025-01-01
    “…The rapidly increasing complexity of Internet of Things applications and the exponential growth in data generation pose significant challenges in terms of latency and network capacity constraints, especially in cloud computing. Fog computing carries have emerged as an effective solution by decentralizing data processing, reducing latency, and bringing computation closer to the data sources. …”
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    Application of 5G + edge computing technology in intelligent monitoring construction of electricity business office by Wei Cui, Junwei Li, Wei Ge, Bo Zhang, Tianwei Liu

    Published 2025-05-01
    “…This paper also proposes an edge scheduling algorithm based on game theory, which enables each edge device to choose the optimal data processing task according to its own utility function through a non-cooperative game model, realizing the optimization of the efficacy and accuracy of data processing. …”
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