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    Stochastic algorithm for HDFS data theft detection based on MapReduce by Yuanzhao GAO, Binglong LI, Xingyuan CHEN

    Published 2018-10-01
    “…To address the problems of big data efficient analysis and insider theft detection in the data theft detection of distributed cloud computing storage,taking HDFS (hadoop distributed file system) as a case study,a stochastic algorithm for HDFS data theft detection based on MapReduce was proposed.By analyzing the MAC timestamp features of HDFS generated by folder replication,the replication behavior’s detection and measurement method was established to detect all data theft modes including insider theft.The data set which is suitable for MapReduce task partition and maintains the HDFS hierarchy was designed to achieve efficient analysis of large-volume timestamps.The experimental results show that the missed rate and the number of mislabeled folders could be kept at a low level by adopting segment detection strategy.The algorithm was proved to be efficient and had good scalability under the MapReduce framework.…”
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    Artificial optoelectronic synapses based on Ga2O3 metal–semiconductor–metal solar‐blind ultraviolet photodetectors with asymmetric electrodes for neuromorphic computing by Huazhen Sun, Bingjie Ye, Mei Ge, Biao Gong, Leyang Qian, Irina N. Parkhomenko, Fadei F. Komarov, Yu Liu, Guofeng Yang

    Published 2025-05-01
    “…These results suggest that Ga2O3 MSM solar‐blind UV PDs have high potential for efficient optoelectronic neuromorphic computing applications.…”
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    Preventing promotion-focused goals: The impact of regulatory focus on responsible AI by Samuel N. Kirshner, Jessica Lawson

    Published 2025-03-01
    “…Computers in Human Behavior: Artificial Humans…”
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    An Accurate and Reliable Behavioral Modeling Technique for Fully Printed Vanadium Dioxide RF Switches Using Model Ensembling Approach by Saddam Husain, Bagylan Kadirbay, Mohammad Vaseem, Atif Shamim, Mohammad Hashmi

    Published 2025-01-01
    “…This paper develops and showcases a model ensembling-based accurate, reliable and computer-aided design integrable behavioral modeling technique for emerging fully printed Vanadium dioxide (VO2) based Radio Frequency (RF) switches. …”
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    Applying a generic and fast coarse-grained molecular dynamics model to extensively study the mechanical behavior of polymer nanocomposites by Maximilian Ries, Jakob Seibert, Paul Steinmann, Sebastian Pfaller

    Published 2022-12-01
    “…However, particle-based simulations are, in general, computationally very expensive, rendering a thorough investigation of nanocomposites’ mechanical behavior both expensive and time-consuming. …”
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  17. 1397

    Prediction of degradation in 90° elbow joints of ba35 brass used in potable water pipes through computational fluid dynamics (CFD) simulation by Hayat Bennis Touhaf, Houcine Zniker, Mohammed Khalil El Kouifat, Mounir Bennajah, Bennaceur Ouaki

    Published 2025-06-01
    “…This original study aims to specifically analyze the failure of 90° elbows due to the erosion-corrosion phenomenon. The behavior of water flow, in terms of velocity profile, pressure gradient, and turbulence zones at these elbows, is numerically simulated using the computational fluid dynamics (CFD) method. …”
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    YOLOv8-BS: An integrated method for identifying stationary and moving behaviors of cattle with a newly developed datasetarchive.org by Md Ishtiaq Ahmed, Huiping Cao, Andrés Ricardo Perea, Mehmet Emin Bakir, Huiying Chen, Santiago A. Utsumi

    Published 2025-12-01
    “…Enhanced identification of cattle behavior can significantly improve animal welfare, support preventive health management, and optimize daily operations. …”
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