Signaling collection and monitoring technology based on FKS by Baoyou WANG, Jian YAO, Zhengqing ZHANG

“…The signaling data of telecom operators,which have a wide range of applications and great of values,is big data in real sense.In order to serve the real-time marketing scenarios better,the real-time processing and analysis ability of signaling data must be improved effectively.Firstly,the scheme of signaling collection and processing based on FKS was introduced,which combined the advantages of components such as Flume,Kafka and Spark Streaming,and played an important supporting role for operators to build real-time decision center.Furthermore,the Kafka monitoring program for topic consumption of consumer groups was proposed,which provided effective means for warning faults of real-time flow collection.The monitoring solution could effectively reduce the message queue congestion,avoid the risk of data loss,and also could obtain good application effects in practice.…”
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Signaling collection and monitoring technology based on FKS by Baoyou WANG, Jian YAO, Zhengqing ZHANG

“…The signaling data of telecom operators,which have a wide range of applications and great of values,is big data in real sense.In order to serve the real-time marketing scenarios better,the real-time processing and analysis ability of signaling data must be improved effectively.Firstly,the scheme of signaling collection and processing based on FKS was introduced,which combined the advantages of components such as Flume,Kafka and Spark Streaming,and played an important supporting role for operators to build real-time decision center.Furthermore,the Kafka monitoring program for topic consumption of consumer groups was proposed,which provided effective means for warning faults of real-time flow collection.The monitoring solution could effectively reduce the message queue congestion,avoid the risk of data loss,and also could obtain good application effects in practice.…”
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Traffic Impact Assessment System using Yolov5 and ByteTrack by Jin Jie Ng, Kah Ong Michael Goh, Connie Tee

“…The most useful metrics are frequently those that support the program's ability to fulfil business requirements. Therefore, this project is planning to develop a traffic assessment system. …”
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Research on Real Time Data Processing and Application of Urban Rail Train by ZENG Gaoping, WANG Lei

“…The data platform completes rapid processing of real-time data stream sent by the onboard device with the help of high-concurrency asynchronous IO framework, message queue, stream computing, storage engine and other big data processing components; efficient real-time interaction and flexible application of real-time data are realized with database, active data push and other technologies. …”
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Telemedicine Queuing System Study: Integrating Queuing Theory, Artificial Neural Networks (ANNs) and Particle Swarm Optimization (PSO) by Deborah Tshiamala, Lagouge Tartibu

“…An ANN was trained to predict key performance metrics, including queue intensity, system utilization, and delays. …”
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Feasibility of rational constructive and technological parameters of organization options of multigroup shunting on the basis of simulation modeling by S. V. Karasev, D. A. Sivitskiy

“…The result of the work of the model is the determination of indicators of constructive and technological variants for organizing multigroup shunting, such as a hump technological interval, idle in service waiting and queue length, available processing ability. The article describes the methodology for calculating the reported costs, which includes the annual capital investments, as well as operating annual costs. …”
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Service Quality Analysis of BPR XYZ by Ulfa Chusnia Wahyunita, Dwi Sukma Donoriyanto

“…The results show that 12 attributes exceed customer expectations, including strategic location, availability of queue numbers, appropriate operating hours, clear and easy-to-understand information, assistance from officers when customers face issues, trustworthiness, the bank’s ability to ensure customer data security, confidentiality of customer data, non-discrimination, and understanding of customer needs. …”
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An optimization similarity fuzzy inference method for traffic signal control at an isolated intersection by Mahin Esmaeili, Ali Anjomshoae, Nasser Shahsavari-Pour, Punyaanek Srisurin, Ruth Banomyong

“…These findings demonstrate OSFI’s ability to consistently improve traffic flow. Future research will focus on expanding OSFI to control networks of intersections and testing its real-world performance to address current challenges related to scalability and efficiency.…”
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Adaptive Traffic Signal Control Method Based on Offline Reinforcement Learning by Lei Wang, Yu-Xuan Wang, Jian-Kang Li, Yi Liu, Jia-Tian Pi

“…By monitoring key parameters such as real-time traffic flow and queue length, the proposed method dynamically adjusts signal phases and durations in response to rapidly changing traffic conditions. …”
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Traffic signal optimization control method based on attention mechanism updated weights double deep Q network by Huizhen Zhang, Zhenwei Fang, Youqing Chen, Haotian Dai, Qi Jiang, Xinyan Zeng

“…The experimental results show that the method proposed in this paper has the most significant final convergence effect for the same number of iterations, and has better performance in the evaluation indexes such as vehicle queue length and vehicle delay time.…”
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Adaptive Task Scheduling in Fog Computing Using Federated DQN and K-Means Clustering by Prashanth Choppara, S. Sudheer Mangalampalli

“…This paper introduces a new Federated Learning Deep Queue-Learning (FLDQN) framework that integrates reinforcement learning with federated learning to overcome these challenges. …”
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ANALYSIS OF THE RESULTS OF SIMULATIVE MODELLING OF THE INFORMATION SECURITY SYSTEM IN THE CORPORATE NETWORKS OF HIGHER EDUCATION INSTITUTIONS by Vagif Gasimov, Balami Ismailov

“…Conducted experiments based on the proposed models and algorithm for analyzing the characteristics of the ISS from the UA as a single-phase multi-channel QS with unlimited waiting time for requests in the queue confirmed the expected results. The results obtained can be used to build new or modify existing ISS in corporate networks for servicing objects for various purposes. …”
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Coexpressed Genes That Promote the Infiltration of M2 Macrophages in Melanoma Can Evaluate the Prognosis and Immunotherapy Outcome by Kexin Yan, Yutao Wang, Yuxiu Lu, Zhangyong Yan

“…The new model was used to perform subgroup evaluation and external queue validation. The results showed good prognostic ability. …”
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A gene signature related to programmed cell death to predict immunotherapy response and prognosis in colon adenocarcinoma by Lei Zheng, Jia Lu, Dalu Kong, Yang Zhan

“…Methods Subtyping analysis of COAD was performed by consensus clustering based on The Cancer Genome Atlas (TCGA), with the AC-ICAM queue from the cBioportal database as a validation set. …”
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Online Self-Organizing Network Control with Time Averaged Weighted Throughput Objective by Zhicong Zhang, Shuai Li, Xiaohui Yan

“…We study an online multisource multisink queueing network control problem characterized with self-organizing network structure and self-organizing job routing. …”
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The attitude and perceptions of doctors at Letaba Hospital towards family medicine: A qualitative study by Christian N. Saidiya, Gert J.O. Marincowitz, Doudou K. Nzaumvila, Tombo Bongongo, Indiran Govender

“…They note the role of FM discipline in district hospitals, its support of primary health- care and its ability to fill the gaps in the healthcare system, including surgical skills. …”
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eCOTS: Efficient and Cooperative Task Sharing for Large-Scale Smart City Sensing Application by Qingyu Li, Panlong Yang

“…With the pervasive use of mobile devices and increasingly computational ability, more concrete and deeper collaborations among mobile users are becoming possible and needed. …”
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Implementation of administrative service policy at the Makassar city population and civil registry service by Sumardi Sumardi, Rusdin Nawi

“…However, the employee placement arrangement could be more effective because it only places two employees at the file verification counter, so its implementation results in long queues. This shows a need for coordination by implementers of existing service arrangements and procedures and a lack of socialization in the community, resulting in a weak ability to adapt to the procedures and service innovations that have been carried out.…”
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Secondary School and University Results as Predictors of Success in Law by Patrick Parkinson, Karen Tremayne, Julie Stubbs

“…While random ballots or queues would be objective means of selection which are not labour intensive, it seems to be fundamental to the work of a university that academic ability should be a basis for selection, even if it is only used to reduce the pool from which the candidates are ultimately selected. …”
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Dynamical Spectrum Sharing and Medium Access Control for Heterogeneous Cognitive Radio Networks by Ahmed Mohamedou, Aduwati Sali, Borhanuddin Ali, Mohamed Othman

“…This engine gives secondary users the ability to acquire useful knowledge from surrounding wireless environment. …”
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