the proceedings contain 11 papers. the topics discussed include: performance characterization of using quantization for DNN inference on edge devices;lifecycle management of federated learning artifacts in industrial ...
ISBN:
(纸本)9798350322880
the proceedings contain 11 papers. the topics discussed include: performance characterization of using quantization for DNN inference on edge devices;lifecycle management of federated learning artifacts in industrial applications;object detection acceleration method by improving execution efficiency of edge AI device;an edge deployment framework to scale AI in industrial applications;data sovereignty at the edge of the network;scalable transparent access to 5G edge services;distributed routing algorithms for concurrent execution of transactions in PCNs;mobile edge slice broker: mobile edge slices deployment in multi-cloud environments;fog computing for deep learning with pipelines;fault tolerant edge computing: challenges and opportunities;and PLTO: path loss-aware task offloading for vehicular cooperative perception.
the proceedings contain 3 papers. the topics discussed include: a selective nesting approach for the sparse multi-threaded Cholesky factorization;from merging frameworks to merging stars: experiences using HPX, KOKKOS...
ISBN:
(纸本)9781665463393
the proceedings contain 3 papers. the topics discussed include: a selective nesting approach for the sparse multi-threaded Cholesky factorization;from merging frameworks to merging stars: experiences using HPX, KOKKOS and SIMD types;and broad performance measurement support for asynchronous multi-tasking with APEX.
the proceedings contain 73 papers. the topics discussed include: efficient scalable migrations in the cloud;a study on factors determining public acceptance of telemedicine in Malaysia’s private healthcare system;mod...
ISBN:
(纸本)9781665465823
the proceedings contain 73 papers. the topics discussed include: efficient scalable migrations in the cloud;a study on factors determining public acceptance of telemedicine in Malaysia’s private healthcare system;modeling customer satisfaction based on kano model from online reviews: focused on deep learning natural language processing;a study on big data utilization intention of small and medium-sized manufacturing companies;a study on the factors affecting customer satisfaction in delivery applications: focusing on sentiment analysis of review data;a study on the intention to use new innovative financial service;analysis of the predictive power of highway traffic flow with weather conditions;a case study on the continuous usage intention of artificial intelligence speaker in product service system perspective;a study on the factors affecting the intention to adopt of blockchain-based identity certification services in the defense sector;a study on the intention to use of smart home service based on AI - focusing on fine dust detection solution;and the effect of non-face-to-face collaboration system quality on business performance.
the proceedings contain 39 papers. the topics discussed include: fog computing and the Internet of things (IoT): a review;security and privacy challenges in 5G-enabled technology;blockchain-based access control approa...
ISBN:
(纸本)9781665443777
the proceedings contain 39 papers. the topics discussed include: fog computing and the Internet of things (IoT): a review;security and privacy challenges in 5G-enabled technology;blockchain-based access control approaches;a survey on cloudlets, mobile edge, and fog computing;secure neural network in federated learning with model aggregation under multiple keys;research on load-balancing index algorithm for smart grid system;machine learning based network censorship;ceramic anti-counterfeiting technology identification method based on blockchain;network intrusion detection based on subspace clustering and BP neural network;optimizing the allocation of secure fog resources based on QoS requirements;and attention based multi-unit spatial-temporal network for traffic flow forecasting.
the proceedings contain 36 papers. the topics discussed include: zero-shot question generation: accelerate the development of domain-specific dialogue system;a method for finding quasi-identifier of single structured ...
ISBN:
(纸本)9781665439275
the proceedings contain 36 papers. the topics discussed include: zero-shot question generation: accelerate the development of domain-specific dialogue system;a method for finding quasi-identifier of single structured relational data;a smart solution with ignition interlock device to prevent drunk-driving accidents;algorithm selection for software verification based on adversarial LSTM;an automatic and unified consistency verification rule and method of SG-CIM model;filtration method of DDoS attacks based on time-frequency analysis;machine-learning based MOOC learning data analysis;virtual assistant for forensics recovery of IoT devices;and overview of privacy protection data release anonymity technology.
the proceedings contain 11 papers. the topics discussed include: learning medical image segmentation via u-net based positive and unlabeled learning method;supervised learning and unsupervised learning on music data w...
ISBN:
(纸本)9781665420716
the proceedings contain 11 papers. the topics discussed include: learning medical image segmentation via u-net based positive and unlabeled learning method;supervised learning and unsupervised learning on music data with different genres;big data intelligence solution for health analytics of COVID-19 data with spatial hierarchy;a display-driven anti-aliasing visualization technology of large-scale vector data in real-time;optimization of text generation method for task-based human-machine dialogue system;a feature and deep learning model recommendation system for mobile application;mitigating app collusion using machine learning;the digital construction in multinational corporations: a preliminary study;elastic service provisioning for mobile edge computing;and research on data assets and their appraisal models.
the proceedings contain 14 papers. the topics discussed include: a collaborative and adaptive feedback system for physical exercises;hierarchical federated learning based anomaly detection using digital twins for smar...
ISBN:
(纸本)9781665416252
the proceedings contain 14 papers. the topics discussed include: a collaborative and adaptive feedback system for physical exercises;hierarchical federated learning based anomaly detection using digital twins for smart healthcare;securing collaborative work in wide-band display environments;IoT reconnaissance attack classification with random undersampling and ensemble feature selection;when trust meets the internet of vehicles: opportunities, challenges, and future prospects;service-based drone delivery;collaborative analysis of genomic data: vision and challenges;digital twins-based application development for digital manufacturing;data-driven in-crisis community identification for disaster response and management;and privacy vulnerabilities of wearable activity monitors: threat and potential defense.
the proceedings contain 231 papers. the topics discussed include: in-heal: intelligent healthcare architecture using ai-based priority scheduling mechanism in vSDN-driven edge network;study of learners behavior in vir...
ISBN:
(纸本)9781665428491
the proceedings contain 231 papers. the topics discussed include: in-heal: intelligent healthcare architecture using ai-based priority scheduling mechanism in vSDN-driven edge network;study of learners behavior in virtual learning environment using process mining;study of learners behavior in virtual learning environment using process mining;dynamically adaptive gain super twisting sliding mode control for extending the range of hydrogen fuel cell based electric vehicles;forecasting of transportation cost for logistics data;an improved equivalent circuit parameter representation of lithium ion batteries using electrochemical model based approach;and analyzing and processing of astronomical images using deep learning techniques.
the proceedings contain 29 papers. the topics discussed include: a deep learning approach for short term prediction of industrial plant working status;towards platform-agnostic and autonomous orchestration of big data...
ISBN:
(纸本)9781665434836
the proceedings contain 29 papers. the topics discussed include: a deep learning approach for short term prediction of industrial plant working status;towards platform-agnostic and autonomous orchestration of big data services;an encoder-decoder deep learning approach for multistep service traffic prediction;incremental community detection in distributed dynamic graph;fake news analysis and graph classification on a covid-19 twitter dataset;cyberbullying classification based on social network analysis;camera-based security check for face mask detection using deep learning;federated learning for object detection in autonomous vehicles;and crop identification based on remote sensing data using machine learning approaches for Fresno County, California.
the proceedings contain 95 papers. the topics discussed include: research on China’s primary industry: evidence from regional analysis based on SVM and Moran’s index;research on data acquisition and processing under...
ISBN:
(纸本)9781665441490
the proceedings contain 95 papers. the topics discussed include: research on China’s primary industry: evidence from regional analysis based on SVM and Moran’s index;research on data acquisition and processing under the coordination of multiple value chains in the manufacturing industry — taking the electric vehicle manufacturing industry as an example;subgraph convolutional network for recommendation;knowledge graph completion via bidirectional translation and interaction;dynamic graph neural network for fake news detection;feature selection based on genetic algorithm with stochastic disturbance local optimization;network embedding based collaborative filtering model equipped with user purchase motivation and potential interactions;urban fatigue driving prediction with federated learning;multi-modal COVID-19 discovery with collaborative federated learning;and agricultural super docking traceability system of fresh agricultural products.
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