The proceedings contain 20 papers. The topics discussed include: cloudcomputing: history and overview;smart grid optimization by means of MapReduce;storage and file structure of a bioinformatics cloud architecture;to...
ISBN:
(纸本)9781728131016
The proceedings contain 20 papers. The topics discussed include: cloudcomputing: history and overview;smart grid optimization by means of MapReduce;storage and file structure of a bioinformatics cloud architecture;towards reliable IoT: fog-based AI sensor validation;bitcoin systematic trading algorithms in the cloud: challenges and opportunities;KubeSphere: an approach to multi-tenant fair scheduling for kubernetes clusters;on the challenges of executing bioinformatic tools using a distributed cloud platform;and DOCMA: a decentralized orchestrator for containerized microservice applications.
The proceedings contain 30 papers. The topics discussed include: optimizing microphone arrays for delay-and-sum beamforming using genetic algorithms;analyzing fault tolerance mechanism of Hadoop Mapreduce under differ...
ISBN:
(纸本)9781728116372
The proceedings contain 30 papers. The topics discussed include: optimizing microphone arrays for delay-and-sum beamforming using genetic algorithms;analyzing fault tolerance mechanism of Hadoop Mapreduce under different type of failures;heterogeneous cloudcomputing: design methodology to combine hardware accelerators;storage and computation optimization of public-key schemes on embedded devices;deep learning for a smart e-learning system;an adaptive task scheduler for a cloud of drones;Internet of things: learning and practices. Application to smart city;deadline and energy aware task scheduling in cloudcomputing;security pattern for cloud SaaS: from system and data security to privacy;and towards a semantic video analysis using deep learning and ontology.
The proceedings contain 49 papers. The topics discussed include: cloudcomputing: overview and risk identification based on classification by type;a self-adaptive very fast simulated annealing based on hidden Markov m...
ISBN:
(纸本)9781538611159
The proceedings contain 49 papers. The topics discussed include: cloudcomputing: overview and risk identification based on classification by type;a self-adaptive very fast simulated annealing based on hidden Markov model;performance prediction using support vector machine for the configuration of optimization algorithms;pairing free and implicit certificate based signcryption scheme with proxy re-encryption for secure cloud data storage;protecting medical images in cloud using visual cryptography scheme;a machine learning approach for sentiment analysis in the standard or dialectal Arabic Facebook comments;on automated cloud bursting and hybrid cloud setups using Apache Mesos;an intelligent scheduling algorithm for energy efficiency in cloud environment based on artificial bee colony;survey: risk assessment models for cloudcomputing: evaluation criteria;load balancing between nodes in a volunteer cloudcomputing by taking into consideration the number of cloud services replicas;a parallel semantic sentiment analysis;temporary materialized views in cloud data warehouses through a web service;cloud architecture for digital phenotyping and automation;machine learning applications in supply chains an emphasis on neural network applications;energy-efficient on caching in named data networking: a survey;a framework for big data analytics in secure network of video surveillance systems based on images indexation;and smart pattern authentication system for cloud consumers.
The proceedings contain 15 papers. The special focus in this conference is on cloudcomputing and Artificial Intelligence: technologies and applications. The topics include: CAReNet: A Promising AI Architecture for...
ISBN:
(纸本)9783031786976
The proceedings contain 15 papers. The special focus in this conference is on cloudcomputing and Artificial Intelligence: technologies and applications. The topics include: CAReNet: A Promising AI Architecture for Low Data Regime Mixing Convolutions and Attention;Designing Converged Middleware for HPC, AI, and Big Data: Challenges and Opportunities;key Mechanisms and Emerging Issues in cloud Identity Systems;Power Consumption in HPC-AI Systems;integrated Architecture for cloud and IoT with Logical Sensors and Actuators - Logical IoT cloud;The Need for HPC in AI Solutions;facts and Issues of Neural Networks for Numerical Simulation;scalable Deep Learning for Industry 4.0: Speedup with Distributed Deep Learning and Environmental Sustainability Considerations;multi-domain Dataset for Moroccan Arabic Dialect Sentiment Analysis in Social Networks;on the Challenges of Migrating to Microservices Architectures for Better cloud Solutions;missing Data Imputation Approach for IoT Using Machine Learning;holistic Approach for Enhanced Object Recognition in Complex Environments;analyzing Sentiment in Arabic Tweets: A Study Using Machine Learning and Deep Learning Techniques.
The proceedings contain 36 papers. The topics discussed include: towards an IoT architecture based on machine learning for missing data prediction on the edge;a survey on recent intrusion detection systems in cloud en...
ISBN:
(纸本)9798350303063
The proceedings contain 36 papers. The topics discussed include: towards an IoT architecture based on machine learning for missing data prediction on the edge;a survey on recent intrusion detection systems in cloud environment;advancing breast cancer diagnosis with machine learning: exploring data balancing, feature selection, and Bayesian optimization;using serverless FaaS for invoking long-running jobs;security governance in IOT environment: a state of art;data-driven approach for residential occupancy modeling using PIR sensors: a Moroccan case study;attempts in worst-case optimal joins on relational data systems: a literature survey;assessing digital government maturity model for developed countries. application to Singapore;evaluation and analysis of network safety mechanisms in SDN infrastructure;comparison of a FaaS- and SaaS-based ETL process in a cloud environment;and sentiment analysis applied to Arabic tweets using machine learning and deep learning.
The proceedings contain 47 papers. The topics discussed include: secure data storage in the cloud with homomorphic encryption;efficient anonymous user authentication on server without secure channel during registratio...
ISBN:
(纸本)9781467388948
The proceedings contain 47 papers. The topics discussed include: secure data storage in the cloud with homomorphic encryption;efficient anonymous user authentication on server without secure channel during registration;adaptive workload prediction for proactive auto scaling in PaaS systems;on the evaluation of cloud web services for crowdsourcing mobile applications;performance evaluation of CEP engines for stream data processing;cloud security and privacy model for providing secure cloud services;public opinion knowledge (POK) platform based on apache Hadoop to get public opinion from French content published on the Web/CSM;toward cloud SaaS for web service composition optimization based on genetic algortihm;towards adopting big data technologies by mobile networks operators: a Moroccan case study;load balancing issue in cloud services selection by using MCDA and Markov chain model approaches;ZCPGenerator framework: Zakat calculation platforms generator based on MDA approach;requirements specification of a cloud service for cyber security compliance analysis;a performed load balancing aigorithm for public cloudcomputing using ant colony optimization;towards a smart selection of resources for low-energy multimedia processing;comparative study between Hadoop and spark based on Hibench benchmarks;and collision avoidance and service differentiation at the MAC layer of WSN designed for multi-purpose applications.
The proceedings contain 57 papers. The topics discussed include: machine learning-based big data analytics in smart cities: a survey of current trends and future research directions;attribute-based semantic type detec...
ISBN:
(纸本)9798350367300
The proceedings contain 57 papers. The topics discussed include: machine learning-based big data analytics in smart cities: a survey of current trends and future research directions;attribute-based semantic type detection and data quality assessment;exploring the knowledge mismatch hypothesis: hallucination propensity in small models fine-tuned on data from larger models;an explanation technique for yield prediction in smart farming;optimizing domestic energy consumption: a comprehensive plug for enhanced monitoring and efficiency;an accurate salary estimation scheme by using bigdata technique;a novel transfer learning approach for detecting partial shading in photovoltaic systems;extracting health evidence information from biomedical literature using large language models;semantic communications for healthcare applications: opportunities and challenges;plant diseases recognition using machine learning algorithms;unusual invoice detection using a permutation based genetic algorithm;an efficient iris recognition technique through minimal preprocessing and custom CNN;a cloud-agnostic serverless architecture for distributed machine learning;age-friendly trip planning using ant colony optimization;and temporal dynamics and anomaly detection in transactional networks.
The proceedings contain 59 papers. The topics discussed include: a cloud security framework based on trust model and mobile agent;how can we design a cost-effective model that ensures a high level of data integrity pr...
ISBN:
(纸本)9781467381499
The proceedings contain 59 papers. The topics discussed include: a cloud security framework based on trust model and mobile agent;how can we design a cost-effective model that ensures a high level of data integrity protection?;security, privacy and trust in cloudcomputing: requirements and approaches;connectivity-aware service provision in vehicular cloud;a cloud service template for enabling accurate cloud adoption and migration;big data in healthcare: challenges and opportunities;big data open platform for water resources management;enterprise architecture approach for agility evaluation;a cloud-based architecture for transactional services adaptation;a multi-criteria analysis of intrusion detection architectures in cloud environments;management platform for cloudcomputing;and friendship based storage allocation for online social networks cloudcomputing.
The proceedings contain 53 papers. The topics discussed include: block sizes control for an efficient real time record linkage;run time optimization using a novel implementation of parallel-PSO for real-world applicat...
ISBN:
(纸本)9781728161754
The proceedings contain 53 papers. The topics discussed include: block sizes control for an efficient real time record linkage;run time optimization using a novel implementation of parallel-PSO for real-world applications;deployment of containerized deep learning applications in the cloud;big data storage and analysis for smart farming;a cross-layered interference in multichannel MAC of VANET;an overall statistical analysis of AI tools deployed in cloudcomputing and networking systems;a distributed large graph coloring algorithm on giraph;a new recurrent neural network fuzzy mean square clustering method;a recommendation approach based on correlation and co-occurrence within social learning network;a re-engineering approach for extension of the tourist guide knowledge base;and bloom filter and its variants for the optimization of MapReduce’s algorithms: a review.
The proceedings contain 55 papers. The special focus in this conference is on Parallel and Distributed computing: applications and technologies. The topics include: A Meta-reinforcement Learning Framework for Ada...
ISBN:
(纸本)9789819642069
The proceedings contain 55 papers. The special focus in this conference is on Parallel and Distributed computing: applications and technologies. The topics include: A Meta-reinforcement Learning Framework for Adaptive Quadrotor UAV Attitude Control;Securing Energy Transactions for Electric Vehicles: The Blockchain Approach and Encrypted NFTs;optimizing Task Allocation in Heterogeneous Agent Manufacturing Systems;MPG: Multi-modal Personal Health Graph for Alzheimer’s Disease Diagnosis;SMAC: A Secure Multi-authority Access Control Scheme with Attribute Unification for Fog Enabled IoT in E-Health;Convolutional Neural Networks Parameter Training for SCM Algorithm Based on Hausdorff Difference;handling Non-stationarity with Distribution Shifts and Data Dependency in Time Series Forecasting;the Two-Stage Stochastic Facility Location Game;regularized Non-monotone γ-weakly Submodular Maximization;fed-MoE: Efficient Federated Learning for Mixture-of-Experts Models via Empirical Pruning;WaitIO-Hybrid: Communication for Coupling MPI Programs Among Heterogeneous Systems;the Material Delivery Route Prediction Method Based on Deep Reinforcement Learning;privacy-Preserving in Medical Image Analysis: A Review of Methods and applications;research on Task Migration Problem Based on Link Uncertainty in Adversarial Scenarios;optimizing Production Component Scheduling in Multivariate Industrial Networks with Dynamic Changes in Production Costs;multi-agent Collaboration for Time-Sensitive Tasks in Multiple Networked Adversarial Scenarios;containerized Data-Flow Processing for Scalable Real-Time Analytics on Edge Devices;fast Approximation for Scheduling Malleable Jobs on Parallel Batch Machines with Rejection;real-Time and In-Situ Temperature Profiling for Determining Detonation of White Dwarf Mergers;accparser: A Standalone OpenACC Parser and Its Usage on Mapping OpenACC to OpenMP Directives;Out-of-Memory GPU Sorting Using Asynchronous CUDA Streams;long-Term and Periodicity-Aware Spatio
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