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Optimal Data Placement and Replication Approach for SIoT with Edge

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Computer Systems Science & Engineering 2022年第5期41卷 661-676页

作者： b.prabhu Shankar S.Chitra Department of Information Technology Er Perumal Manimekalai College of EngineeringHosur635117TamilnaduIndia Department of Computer Science and Engineering Er Perumal Manimekalai College of EngineeringHosur63117TamilnaduIndia

Social networks(SNs)are sources with extreme number of users around the world who are all sharing data like images,audio,and video to their friends using IoT *** concept is the so-called Social Internet of Things(SIot).The evolving nature of edge-cloud computing has enabled storage of a large volume of data from various sources,and this task demands an efficient storage *** this kind of large volume of data storage,the usage of data replication using edge with geo-distributed cloud service area is suited to fulfill the user’s expectations with low *** major issue is the way to store the data and replicate these large data items optimally and allocate the request from the data center *** efficient storage of these data,we use edge server,which is part of the cloud server,in this ***,the data are distributed and stored with quick access,which will reduce the latency with *** proposed data placement approach learns with machine learning(ML)algorithm called radial basis kernel function assisted with support vector machine(RbF-SVM)to classify the data center for storing the user and friend’s data from the SIoT *** learning algorithms will be used to predict the workload of the data stored in the data center as either edge or cloud depending on the existing time *** data placement with dynamic nature is also optimized using the proposed dynamic graph partitioning(GP)method to meet the individual user’s demand of low latency with minimum *** way will keep the SIoT data placement efficient and effective over ***,this proposed data placement and replication approach introduces three kinds of innovations compared with the existing data placement approach.(i)Rather than storing the user data in a single cloud,this study uses the edge server closest to the SIoT devices for faster access with reduced response time.(ii)The classification algorithm called RbF-SVM is used to find storage for

关键词： Data placement data replication social network social internet of things edge computing cloud computing graph partitioning support vector machine machine learning radial basis function latency storage cost

OFDM-CFO and Resource Scheduling Algorithm Using Fuzzy Linear-CFO

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Intelligent Automation & Soft Computing 2023年第2期35卷 2513-2525页

作者： M.prabhu b.Muthu Kumar Department of Electronics and Communication Anna UniversityChennai600025India Department of Computer Science and Engineering Syed Ammal Engineering CollegeRamanathapuram623502India

Orthogonal Frequency-Division Multiplexing(OFDM)is the form of a digital system and a way of encoding digital data across multiple frequency com-ponents that are used in telecommunication *** Frequency Offset(CFO)inaccuracy is a major disadvantage of *** paper proposed a fea-sible and elegant fuzzy-based resource allocation technique,that overcomes the constraints of the *** suggested Fuzzy linear CFO estimation(FL-CFO)not only estimates the CFO with increased precision but also allocates resources effectively,and achieves maximum utilization of dynamic *** sug-gested FL-CFO error estimation algorithm in OFDM systems employing 1-bit Quadrate errors ADC(1-bit QE)is utilized to extract the precise ***-ally,the base station(bS)manages the Resource Units(RU),which could be used to distribute resources in such a manner that the user requests are *** assign resources to a certain job,fuzzy rules are *** the residence duration exceeds the resource requirement time then the particular resources are provided to the highest-priority *** a result,the job performance will not be halted due to a lack of allocated *** metrics such as utilization,rate of failure,and life span,as well as energy consumption,are used to assess the pro-posed FL-CFO.

关键词： Orthogonal frequency division multiplexing(OFDM) carrier

Comparative analysis of empirical and deep learning models for ionospheric sporadic E layer prediction

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Earth and Planetary Physics 2025年第1期9卷 10-19页

作者： bingKun Yu PengHao Tian XiangHui Xue christopher JScott HaiLun Ye JianFei Wu Wen Yi TingDi Chen XianKang Dou Institute of Deep Space Sciences Deep Space Exploration LaboratoryHefei 230088China CAS Key Laboratory of Geospace Environment School of Earth and Space SciencesUniversity of Science and Technology of ChinaHefei 230026China Hefei National Laboratory University of Science and Technology of ChinaHefei 230088China Department of Meteorology University of ReadingReading RG66BBUK

Sporadic E(Es)layers in the ionosphere are characterized by intense plasma irregularities in the E region at altitudes of 90-130 *** they can significantly influence radio communications and navigation systems,accurate forecasting of Es layers is crucial for ensuring the precision and dependability of navigation satellite *** this study,we present Es predictions made by an empirical model and by a deep learning model,and analyze their differences comprehensively by comparing the model predictions to satellite RO measurements and ground-based ionosonde *** deep learning model exhibited significantly better performance,as indicated by its high coefficient of correlation(r=0.87)with RO observations and predictions,than did the empirical model(r=0.53).This study highlights the importance of integrating artificial intelligence technology into ionosphere modelling generally,and into predicting Es layer occurrences and characteristics,in particular.

关键词： ionospheric sporadic E layer radio occultation ionosondes numerical model deep learning model artificial intelligence

Signals and noise in the octavolateralis systems: What is the impact of human activities on fish sensory function?

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Integrative Zoology 2015年第1期10卷 4-14页

作者： christopher b.bRAUN Department of Psychology Hunter CollegeCity University of New YorkNew YorkNYUSA

The octavolateralis systems of fishes include the vestibular,auditory,lateral line and electrosensory *** are united by common developmental and neuro-computational features,including hair cell sensors and computations based on cross-neuron analyses of differential hair cell stimulation *** systems also all use both spectral and temporal filters to separate signals from each other and from noise,and the distributed senses(lateral line and electroreception)add spatial filters as *** all sensory systems,these sensors must provide the animal with guidance for adaptive behavior within a sensory scene composed of multiple stimuli and varying levels of ambient noise,including that created by human *** the extreme,anthropogenic activities impact the octavolateralis systems by destroying or degrading the habitats that provide ecological resources and sensory *** slightly lesser levels of effect,anthropogenic pollutants can be damaging to fish tissues,with sensory organs often the most *** exposed sensory cells of the lateral line and electrosensory systems are especially sensitive to aquatic *** still lesser levels of impact,anthropogenic activities can act as both acute and chronic stressors,activating hormonal changes that may affect behavioral and sensory ***,human activities are now a nearly ubiquitous presence in aquatic habitats,often with no obvious effects on the animals exposed to *** noise,indigenous and industrial fishing techniques,and all the ancillary noises of human civilization form a major part of the soundscape of *** fish use these new sources of information about their habitat is a new and burgeoning field of study.

关键词： audition,electrosense lateral line soundscape underwater noise

Hollow ion atomic structure and X-ray emission in dense hot plasmas

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Matter and Radiation at Extremes 2024年第6期9卷 43-52页

作者： Frank b.Rosmej christopher J.Fontes Sorbonne University Faculty of Science and EngineeringUMR 7605Case 1284 Place JussieuF-75252 ParisFrance Ecole Polytechnique LULIAtomic Physics in Dense PlasmasRoute de SaclayF-91129 PalaiseauFrance Computational Physics Division Los Alamos National LaboratoryLos AlamosNew Mexico 87545USA

Hollow ion X-ray emission is of great interest in high-energy-density research,since negligible opacity allows studies from the interior of very dense *** this paper,ionization potential depressions of the isoelectronic sequences for single and double K-shell vacancies are obtained from a pure ab initio multiconfiguration Hartree-Fock simulation including exact exchange terms and finite temperature dense plasma *** is demonstrated that the simultaneous representation of these ab initio data in the form of a map of hollow ion X-ray transition energies enables identification of important steps in the matter evolution and ionization *** along the isoelectronic sequence as a function of the pumping energy of a X-ray free electron laser also enables visualization of the impact of ionization potential depression on the pathways of hollow ion formation.

关键词： enable interior steps

SARS-CoV-2:the many pros of targeting PLpro

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Signal Transduction and Targeted Therapy 2020年第1期5卷 633-634页

作者： christopher b.McClain Nicolas Vabret Department of Medicine Hematology and Medical OncologyIcahn School of Medicine at Mount SinaiNew YorkNYUSA Precision Immunology Institute Icahn School of Medicine at Mount SinaiNew YorkNYUSA

A new study1 published in Nature compares the mechanisms used by SARS-CoV-1 and SARS-CoV-2 papain-like protease(PLpro)to promote innate immune *** findings identify SARS-CoV-2 PLpro as an attractive drug target for tr... 详细信息

关键词： attractive finding Nature

HIV-tuberculosis co-infection in an Indian scenario:The role of associated evidence of immunosuppression

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Asian Pacific Journal of Tropical Medicine 2013年第4期6卷 320-324页

作者： Kushal Naha Sowjanya Dasari Mukhyaprana prabhu Department of Medicine Kasturba HospitalManipal 576104KarnatakaIndia

Objective:To determine the relationship between tuberculosis and the degree of immunosuppression as determined by CD4 *** impact of immunosuppression on the severity of tuberculosis was also ***:A retrospective analysis was performed in patients newly diagnosed with HIV infection and antiretroviral therapy(ART)-naive patients with known HIV *** patients were diagnosed with active tuberculosis between January 2008 and December 2010,based on review of their medical *** on chemoprophylaxis for opportunistic infection were *** and severity of tuberculosis,associated stigmata of immunosuppression,and CD4 counts were ***:Of 140 patients satisfying the inclusion criteria.52 had mild tuberculosis with no other evidence of immunosuppression,52 had tuberculosis of variable severity with associated evidence of immunosuppression,and 36 had severe tuberculosis with no other evidence of *** CD4 count was highest in the first group[bserved in the CD4 count between those with mild tuberculosis and those with severe tuberculosis. Conclusions:In developing countries with a high prevalence of tuberculosis in the general population,the possibility of incidental tuberculosis in patients with HIV should always be ***4 count does not appear to influence the severity of *** presence of concomitant evidence of immunosuppression in the form of category b and C conditions is indicative of underlying immunosuppression and associated with a significantly lower CD4 count.

关键词： HIV Tuberculosis Co-infection Immunosuppression

Deleterious effects of whole-body vibration on the spine:A review of in vivo,ex vivo,and in vitro models

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Animal Models and Experimental Medicine 2021年第2期4卷 77-86页

作者： Folly Patterson Raheleh Miralami Keith E.Tansey Raj K.prabhu Lauren b.Priddy Department of Agricultural and biological Engineering Mississippi State UniversityMississippi StateMSUSA Center for Advanced Vehicular Systems Mississippi State UniversityStarkvilleMSUSA Department of Neurosurgery and Neurobiology University of Mississippi Medical CenterJacksonMSUSA Center for Neuroscience and Neurological Recovery Methodist Rehabilitation CenterJacksonMSUSA Spinal Cord Injury Medicine and Research Services G.V.(Sonny)Montgomery VA Medical CenterJacksonMSUSA

Occupational exposure to whole-body vibration is associated with the develop-ment of musculoskeletal,neurological,and other *** back pain and other spine disorders are prevalent among those exposed to whole-body vibration in occupational and military *** standards for limiting exposure to whole-body vibration have been in place for decades,there is a lack of understanding of whole-body vibration-associated risks among safety and healthcare ***,disorders associated with whole-body vibration exposure remain prevalent in the workforce and *** relationship between whole-body vibra-tion and low back pain in humans has been established largely through cohort stud-ies,for which vibration inputs that lead to symptoms are rarely,if ever,*** gap in knowledge highlights the need for the development of relevant in vivo,ex vivo,and in vitro models to study such *** parameters of vibrational stimuli(eg,frequency and direction)play critical roles in such pathologies,but the specific cause-and-effect relationships between whole-body vibration and spinal pa-thologies remain mostly *** paper provides a summary of whole-body vibration parameters;reviews in vivo,ex vivo,and in vitro models for spinal patholo-gies resulting from whole-body vibration;and offers suggestions to address the gaps in translating injury biomechanics data to inform clinical practice.

关键词： adverse effects animal models intervertebral disc spine translational research vibration

In the forest vine Smilax rotundifolia,fungal epiphytes show site-wide spatial correlation,while endophytes show evidence of niche partitioning

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Fungal Diversity 2015年第6期75卷 279-297页

作者： christopher b.Zambell James F.White Graduate Program in Ecology&Evolution Rutgers UniversityNew BrunswickNJ 08901USA Department of Plant biology&Pathology 59 Dudley RoadNew BrunswickNJ 08901USA

Endophytic and epiphytic fungal assemblages from stems of ***,a shrubby vine,were studied in order to(1)quantify differences and the degree of overlap between fungal communities of both micro-habitats,and(2)examine whether fungal assemblages are spatially correlated at the local scale(tens to hundreds of meters),in order to understand if dispersal limitation may play a role in structuring these *** was conducted over 160 m of growth along a forest *** communities showed low overlap(bray-Curtis Similarity=0.22),with most species that were common in one habitat appearing rarely if at all in the other,and only Aureobasidium pullulans showing high frequency in *** assemblages proved to be spatially correlated along the 160 m length of the transect,and even more so when adjacent pairs of stems were considered as the unit of comparison rather than individual *** assemblages showed no significant spatial correlation along the ***,three species of endophytes showed a pattern in which abundance of colonies peaked at different heights on the *** boninense showed peak abundance at 3 cm from the stem *** sp.1 peaked at 33 cm from the stem *** isolates of *** peaked at 63 cm from the stem *** was also found that positive correlative relationships were detected between endophyte-endophyte,and epiphyte-epiphyte ***-group interactions seemed to center around crossover species that were not entirely constrained within the surface or interior.

关键词： Colletotrichum Phomopsis Phyllosticta Local dispersal Tissue preference