The proceedings contain 29 papers. The special focus in this conference is on cloud Architecture, Applications, bigdata and Social Network. The topics include: An effective approach to isolating performance bottlenec...
ISBN:
(纸本)9783319284293
The proceedings contain 29 papers. The special focus in this conference is on cloud Architecture, Applications, bigdata and Social Network. The topics include: An effective approach to isolating performance bottleneck during slow data delivery;schedule compaction and deadline constrained dag scheduling for IAAS cloud;synthesizing realistic cloud workload traces for studying dynamic resource system management;energy-efficient VM placement algorithms for clouddata center;a new analytics model for large scale multidimensional data visualization;an architecture-based autonomous engine for services configuration and deployment in hybrid clouds;dynamic load sharing to maximize resource utilization within cloud federation;real-time task scheduling algorithm for cloudcomputing based on particle swarm optimization;making GPU warp scheduler and memory scheduler synchronization-aware;a novel grid based k-means cluster method for traffic zone division;color image fusion researching based on S-PCNN and laplacian pyramid;rationalizing the parameters of k-nearest neighbor classification algorithm;analyzing and predicting failure in hadoop clusters using distributed hidden Markov model;emerging pragmatic patterns in large-scale RDF data;cross-correlation as tool to determine the similarity of series of measurements for big-data analysis tasks;the key technologies of real-time processing large scale microblog data stream;an efficient index method for multi-dimensional query in cloud environment;keyword search over encrypted data in cloudcomputing from lattices in the standard model and research of terminal transparent encryption storage mechanism for multi-cloud disks.
The proceedings contain 107 papers. The topics discussed include: research on the lightweight method of BIM model for substation engineering based on Web GL;design of unknown air information research and judgment mode...
ISBN:
(纸本)9798400710223
The proceedings contain 107 papers. The topics discussed include: research on the lightweight method of BIM model for substation engineering based on Web GL;design of unknown air information research and judgment mode based on bigdata;computer modeling and analysis of university student course selection factors based on factorial analysis;empirical analysis and research of digital cultural and creative product design in China based on mediation effect and multiple regression models of Tianjin cotton three cultural innovation industrial park;density peak clustering algorithm based on natural neighbor and diffusion assignment;impact of digital transformation on disclosure quality: evidence from A-Share listed firms;and research and application of head-mounted virtual simulation system in electric power training.
The proceedings contain 120 papers. The topics discussed include: attribute reduction algorithm based on indistinguishable degree;workflow tasks scheduling optimization based on genetic algorithm in clouds;fuzzy kerne...
ISBN:
(纸本)9781538643006
The proceedings contain 120 papers. The topics discussed include: attribute reduction algorithm based on indistinguishable degree;workflow tasks scheduling optimization based on genetic algorithm in clouds;fuzzy kernel clustering method based on improved quantum-behaved particle swarm optimization algorithm;collaborative filtering algorithm based on rating difference and user interest;an overview on feature-based classification algorithms for multivariate time series;diversified recommendation algorithm for hybrid label based on matrix factorization;top-k influential users selection based on combined Katz centrality and propagation probability;evaluation of blasting effect based on analytic hierarchy process and cloud model in open-pit mines;robust recommendation algorithm using an iterative group-based reputation;incorporating label and attribute information for enhanced network representation learning;quantitative analysis of Matthew effect and sparsity problem of recommender systems;an unsupervised grey incidence clustering method based on multi-dimensional dynamic time warping distance;prediction of particulate matter concentration in Chengdu based on improved differential evolution algorithm and BP neural network model;Chinese Weibo sentiment analysis based on character embedding with dual-channel convolutional neural network;a discussion on fall detection issues and its deployment when cloud meets battery;the prediction model of air-jet texturing yarn intensity based on the CNN-BP neural network;and evaluation of scientific research ability of scientific research staff based on fuzzy neural network.
The proceedings contain 116 papers. The topics discussed include: efficient storage of big-data for real-time GPS applications;real time routing in road networks;tahoe-LAFS distributed storage service in community net...
ISBN:
(纸本)9781479967193
The proceedings contain 116 papers. The topics discussed include: efficient storage of big-data for real-time GPS applications;real time routing in road networks;tahoe-LAFS distributed storage service in community network clouds;event pattern discovery on IDS traces of cloud services;a new approach based on intelligent water drops algorithm for node selection in service-oriented wireless sensor networks;automating deployment of customized scientific data analytic environments on clouds;a domain-driven, generative data model for big pet store;dynamic workload balancing for hadoop MapReduce;a stop planning method over big traffic data for airport shuttle bus;a neural network based pre-selection of bigdata in photon science;fault tolerant erasure coded replication for HDFS based cloud storage;optimal distributed data warehouse system architecture;and secure index construction for privacy-preserving large-scale image retrieval.
The proceedings contain 72 papers. The topics discussed include: computing large connected components using map reduce in logarithmic rounds;differential privacy of bigdata: an overview;authentication and access cont...
ISBN:
(纸本)9781509024025
The proceedings contain 72 papers. The topics discussed include: computing large connected components using map reduce in logarithmic rounds;differential privacy of bigdata: an overview;authentication and access control in e-health systems in the cloud;trust issues for bigdata about high-value manufactured parts;privacy preserving rack-based dynamic workload balancing for hadoop MapReduce;a bigdata architecture for security data and its application to phishing characterization;a scalable meta-model for bigdata security analyses;clouds for hit-and-run wireless attacks;secure data outsourcing with adversarial data dependency constraints;an ultra lightweight encryption design for security in pervasive computing;and reverse TCP and social engineering attacks in the era of bigdata.
The proceedings contain 55 papers. The topics discussed include: an analysis of differential privacy research in location data;speech emotion recognition based on multi-task learning;high performance data encryption w...
ISBN:
(纸本)9781728100067
The proceedings contain 55 papers. The topics discussed include: an analysis of differential privacy research in location data;speech emotion recognition based on multi-task learning;high performance data encryption with AES implementation on FPGA;blockchain " can it solve the security issues and fraud expenses for credit card commerce?;designing security system for iot;research on 3d interactive model selection and customization of ceramic products based on bigdatacloud service platform;raw cardinality information discovery for bigdatasets;and streaming machine learning for real-time gas concentration prediction.
The proceedings contain 13 papers. The topics discussed include: research on task scheduling scheme for quantum computingcloud platform;effective and efficient heuristic approaches for solving the capacitated P-media...
ISBN:
(纸本)9781450396578
The proceedings contain 13 papers. The topics discussed include: research on task scheduling scheme for quantum computingcloud platform;effective and efficient heuristic approaches for solving the capacitated P-median clustering problem;design and development of Alzheimer disease ontology;a performance evaluation approach for n-tier cloud-based software services;unstructured over structured, bigdata analytics and applications in accounting and management;unstructured over structured, bigdata analytics and applications in accounting and management;and goal planning of enterprise raw material ordering and transshipment based on genetic algorithm and machine learning.
The proceedings contain 18 papers. The topics discussed include: cancer gene analysis of microarray data;fault-prone source file analysis focusing on the contribution entropy in open source development;community infor...
ISBN:
(纸本)9781538656051
The proceedings contain 18 papers. The topics discussed include: cancer gene analysis of microarray data;fault-prone source file analysis focusing on the contribution entropy in open source development;community information's effects on user emotions and behaviors;parallelizing the construction of a k-dimensional tree;a study of practical education program on AI, bigdata, and cloudcomputing through development of automatic ordering system;tool breakage detection using deep learning;predictability classification for software effort estimation;characteristics of unmaintainable source code in software development by multiple organizations;and understanding popularity growth of packages in javascript package ecosystem.
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