The proceedings contain 202 papers. The topics discussed include: multi-relational graph convolutional networks for skeleton-based action recognition;identifying the right person in social networks with double metapho...
ISBN:
(纸本)9781665414852
The proceedings contain 202 papers. The topics discussed include: multi-relational graph convolutional networks for skeleton-based action recognition;identifying the right person in social networks with double metaphone codes;a novel strong cache consistency mechanism in ICN based on role division and lease model;demystifying the largest live game streaming platform via black-box measurement;framework-agnostic optimization of repeated skewed joins at massive scale;remote procedure call optimization of bigdata systems based on data awareness;MCSEC: secure coded matrix multiplication scheme for edge computing with minimum communication cost;low-rate DoS attack detection based on WPD-EE algorithm;user identity linkage across location-based social networks with spatio-temporal check-in patterns;optimizing 3-D placement of multiple UAVs based on Taguchi’s method;and feature envy detection based on Bi-LSTM with self-attention mechanism.
The proceedings contain 35 papers. The topics discussed include: a survey of weakly-supervised semantic segmentation;privacy analysis of federated learning via dishonest servers;a new method of construction of permuta...
ISBN:
(纸本)9798350312935
The proceedings contain 35 papers. The topics discussed include: a survey of weakly-supervised semantic segmentation;privacy analysis of federated learning via dishonest servers;a new method of construction of permutation trinomials with coefficients 1;cross-consensus measurement of individual-level decentralization in blockchains;an expert knowledge generation model in smart contract vulnerability fuzzing;cyber-attack detection using secret sharing schemes;exploring downvoting in blockchain-based online social media platforms;inventory bigdata management for internet of things based on privacy preserving;securitizing microcredits using blockchain;an efficient transformer with distance-aware attention;application of profiled analysis to ADC-based remote side-channel attacks;and an individual-differences-based method for discovering viewpoints on interactive behavior.
The proceedings contain 63 papers. The topics discussed include: performance characterization of in-memory data analytics on a modern cloud server;a scalable algorithm for bichromatic reverse nearest neighbor with gri...
ISBN:
(纸本)9781467371834
The proceedings contain 63 papers. The topics discussed include: performance characterization of in-memory data analytics on a modern cloud server;a scalable algorithm for bichromatic reverse nearest neighbor with grids;efficient k-nearest neighbors search in high dimensions using MapReduce;fast memory deduplication of disk cache pages in virtual environments;energy-efficient storage policy for instant messenger services;HDenDist: nonlinear hierarchical clustering based on density and min-distance;a hierachical collocation extraction tool;energy efficiency in virtual machines allocation for clouddata centers using the imperialist competitive algorithm;optimal fault tolerance strategy selection for application migration in federated hybrid cloud;CupDate: updating software-defined networks with the least traffic migration;design issues of trustworthy cloud platform based on IP monitoring and file risk;and a corrected hybrid approach for electricity demand forecasting.
The proceedings contain 19 papers. The topics discussed include: benchmarking Apache spark and Hadoop MapReduce on bigdata classification;secure bigdata management based on secret sharing and verifiable computing;an...
ISBN:
(纸本)9781450390408
The proceedings contain 19 papers. The topics discussed include: benchmarking Apache spark and Hadoop MapReduce on bigdata classification;secure bigdata management based on secret sharing and verifiable computing;an approach to objective optimization of high-dimensional data;Lyapunov central limit theorem: theoretical properties and applications in big-data-populated smart city settings;secure remote monitoring and cipher data sharing for IoT healthcare system with privacy preservation;generating synthetic data for deep learning using VR digital twin;a method based on correlation analysis of the assembly process and neural network for precision prediction of the inertial platform;adaptive weighted cat group algorithm based on logistic function;and a hybrid two-level support vector machine-based method for churn analysis.
The proceedings contain 195 papers. The topics discussed include: detecting pedestrians behavior in building based on Wi-Fi signals;e-health services for elderly care based on Google cloud messaging;on interesting pla...
ISBN:
(纸本)9781509018932
The proceedings contain 195 papers. The topics discussed include: detecting pedestrians behavior in building based on Wi-Fi signals;e-health services for elderly care based on Google cloud messaging;on interesting place finding in social sensing: an emerging smart city application paradigm;collaborative representation-based robust face recognition by discriminative low-rank representation;a self-adaptive video dual watermarking based on the motion characteristic and geometric invariant for ubiquitous multimedia;the role of bigdata on smart grid transition;sensing information modeling for smart city;exploration of collective pattern to improve location prediction of mobile phone users;performance modeling of preemption-based packet scheduling for data plane in software defined networks;and aspect-oriented customization of the scheduling algorithms and the resource access protocols of a real-time operating system family.
The proceedings contain 148 papers. The topics discussed include: design and implementation of face recognition system based on raspberry pie;a privacy-preserving revocable framework in the deep-learning-as-a-service ...
ISBN:
(纸本)9781665421744
The proceedings contain 148 papers. The topics discussed include: design and implementation of face recognition system based on raspberry pie;a privacy-preserving revocable framework in the deep-learning-as-a-service platform system based on non-software as a service;beyond homeostasis: a novel approach for assessing the stability and coherence of self-adaptive systems;a meta multi-agent reinforcement learning algorithm for multi-intersection traffic signal control;reducing model complexity and cost in the generation of efficient error detection mechanisms;quantitative security assurance case for in-vehicle embedded systems;chaos engineering for understanding consensus algorithms performance in permissioned blockchains;rethinking of reentrancy on the ethereum;self-attention based text matching model with generative pre-training;role-based approach as support for safety analysis of collaborative systems;optimizing dynamic timing analysis and reinforcement learning;impact of selective implementation on soft error detection through low-level re-execution;and applying neural networks for plant model simulation in embedded control system.
The proceedings contain 17 papers. The topics discussed include: a cryptocurrency prediction model using LSTM and GRU algorithms;intrusion prediction using long short -term memory deep learning with UNSW-NB15;unsuperv...
ISBN:
(纸本)9781728176819
The proceedings contain 17 papers. The topics discussed include: a cryptocurrency prediction model using LSTM and GRU algorithms;intrusion prediction using long short -term memory deep learning with UNSW-NB15;unsupervised ensemble learning and its application to temporal data mining;a low-illumination image enhancement algorithm based on morphological-Retinex(MR) operator;a streaming data collection and analysis for cryptocurrency price prediction using LSTM;dolphin identification method based on improved pst;classification of breast cancer based on improved PSPNet;a machine learning approach to predict the trend of obesity prevalence at a global level;and study on breast optical spectrum classification based on machine learning.
The proceedings contain 45 papers. The topics discussed include: enhancing and validating simulator data generation integrity through frequency-based analysis;data analysis of interest continuation factors for creatin...
ISBN:
(纸本)9798350394191
The proceedings contain 45 papers. The topics discussed include: enhancing and validating simulator data generation integrity through frequency-based analysis;data analysis of interest continuation factors for creating core fans in anime production projects;quarterly analysis of purchasing trends using product-specific association analysis;utilizing machine learning predictive analytics to enhance early sepsis diagnosis in critical care setting;OSS fault removal system based on deep learning inspired by immune system;multi-label text classification with transfer learning;optimizing deep learning accuracy: visibility filtering approach for early wildfire detection in forest sensor images;and understanding co-working space users: aspect-based sentiment analysis.
The proceedings contain 222 papers. The topics discussed include: DRL-deploy: adaptive service function chains deployment with deep reinforcement learning;accuracy vs. efficiency: achieving both through hardware-aware...
ISBN:
(纸本)9781665435741
The proceedings contain 222 papers. The topics discussed include: DRL-deploy: adaptive service function chains deployment with deep reinforcement learning;accuracy vs. efficiency: achieving both through hardware-aware quantization and reconfigurable architecture with mixed precision;cmss: collaborative modeling of safety and security requirements for network protocols;FGPA: fine-grained pipelined acceleration for depthwise separable CNN in resource constraint scenarios;Dyacon: Jointcloud dynamic access control model of data security based on verifiable credentials;understanding the runtime overheads of deep learning inference on edge devices;and alleviating imbalance in synchronous distributed training of deep neural networks.
The proceedings contain 117 papers. The topics discussed include: detection of a novel dual attack in named data networking;fair DMA scheduler for low-latency accelerator offloading;multi-attribute decision-making met...
ISBN:
(纸本)9781665464970
The proceedings contain 117 papers. The topics discussed include: detection of a novel dual attack in named data networking;fair DMA scheduler for low-latency accelerator offloading;multi-attribute decision-making method based on interval intuitionistic trapezoidal fuzzy number to determine the expert weight: note: sub-titles are not captured in Xplore and should not be used;binary-level directed symbolic execution through pattern learning;an efficient metric-based approach for static use-after-free detection;a graph convolution neural network based method for insider threat detection;maintenance worker scheduling for charging pile fault: a multi-agent RL approach;towards secure bilateral friend query with conjunctive policy matching in social networks;structure-noise-aware anchor link prediction across social networks;file system to support secure cloud-based sharing;discovering agent models using process mining: initial approach and a case study;and towards agent-based simulation of the parallel trading market of pharmaceuticals.
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