The proceedings contain 32 papers. The topics discussed include: on kubernetes-aided federated database systems;FVMM: fast VM migration for virtualization-based fault tolerance using templates;HPA: hierarchical placem...
ISBN:
(纸本)9781665463676
The proceedings contain 32 papers. The topics discussed include: on kubernetes-aided federated database systems;FVMM: fast VM migration for virtualization-based fault tolerance using templates;HPA: hierarchical placement algorithm for multi-cloud microservices applications;scalable containerized pipeline for real-time big data analytics;a survey on autonomic multi-cloudcomputing;quality of information matters: recommending web services for performance and utility;a note on the determination of the processing capacity in a multiserver job system as a model of cloud datacenters;blockchain-based cross-organizational workflow platform;a survey on infrastructure-as-code solutions for cloud development;blockchain empowered and self-sovereign access control system;and NFT as a proof of digital ownership-reward system integrated to a secure distributed computing blockchain framework.
The proceedings contain 63 papers. The topics discussed include: tarot: spatio-temporal function placement for serverless smart city applications;online self-evolving anomaly detection for reliable cloudcomputing;ena...
ISBN:
(纸本)9781665460873
The proceedings contain 63 papers. The topics discussed include: tarot: spatio-temporal function placement for serverless smart city applications;online self-evolving anomaly detection for reliable cloudcomputing;enabling awareness of quality of training and costs in federated machine learning marketplaces;Polaris scheduler: SLO- and topology-aware microservices scheduling at the edge;cloud storage and processing service selection considering tiered pricing and data regulations;proactive autonomic cloud application management;Arktos: a hyperscale cloud infrastructure for building distributed cloud;mobility-aware serverless function adaptations across the edge-cloud continuum;performance evaluation of serverless edge computing for machine learning applications;developing a secure architecture for Internet of medical things using attribute-based encryption;resolution matters: revisiting prediction-based job co-location in public clouds;and scaling data analysis services in an edge-based federated learning environment.
The proceedings contain 63 papers. The topics discussed include: application deployment strategies for reducing the cold start delay of AWS lambda;Bayesian uncertainty modelling for cloud workload prediction;SLAM: SLO...
ISBN:
(纸本)9781665481373
The proceedings contain 63 papers. The topics discussed include: application deployment strategies for reducing the cold start delay of AWS lambda;Bayesian uncertainty modelling for cloud workload prediction;SLAM: SLO-aware memory optimization for serverless applications;resource scaling strategies for open-source FAAS platforms compared to commercial cloud offerings;handling heterogeneous workflows in the cloud while enhancing optimizations and performance;stay at the HELM: secure Kubernetes deployments via graph generation and attack reconstruction;sequence clock: a dynamic resource orchestrator for serverless architectures;a guided approach towards complex chaos selection, prioritization and injection;towards more effective and explainable fault management using cross-layer service topology;dynamic energy and expenditure aware data replication strategy;and serving distributed inference deep learning models in serverless computing.
The proceedings contain 4 papers. The topics discussed include: a mobile cloud-based access control with efficiently outsourced decryption;adaptive acceleration of inference services at the network edge;end-to-end lat...
ISBN:
(纸本)9781665498456
The proceedings contain 4 papers. The topics discussed include: a mobile cloud-based access control with efficiently outsourced decryption;adaptive acceleration of inference services at the network edge;end-to-end latency optimization of multi-view 3D reconstruction for disaster response;and an explainable deep neural framework for trustworthy network intrusion detection.
The proceedings contain 7 papers. The special focus in this conference is on cloudcomputing. The topics include: Electronic Card Localization Algorithm Based on Visible Light Screen Communication;BBServerless: A Burs...
ISBN:
(纸本)9783030963255
The proceedings contain 7 papers. The special focus in this conference is on cloudcomputing. The topics include: Electronic Card Localization Algorithm Based on Visible Light Screen Communication;BBServerless: A Bursty Traffic Benchmark for Serverless;Performance Evaluation of Various RISC Processor Systems: A Case Study on ARM, MIPS and RISC-V;comparative Analysis of cloud Storage Options for Diverse Application Requirements;COS2: Detecting Large-Scale COVID-19 Misinformation in Social Networks.
The proceedings contain 9 papers. The special focus in this conference is on cloudcomputing. The topics include: Hestia: A Cost-Effective Multi-dimensional Resource Utilization for Microservices Execution in...
ISBN:
(纸本)9783031234972
The proceedings contain 9 papers. The special focus in this conference is on cloudcomputing. The topics include: Hestia: A Cost-Effective Multi-dimensional Resource Utilization for Microservices Execution in the cloud;Optimizing Cache Accesses with Tensor Memory Format Search for Transformers in TVM;improving Few-Shot Image Classification with Self-supervised Learning;new Commonsense Views Inspired by Infants and Its Implications for Artificial Intelligence;analysis of Data Micro-governance in Full Life Cycle Management of the Leased Assets;how to Build an Efficient Data Team;a Novel Unsupervised Anomaly Detection Approach Using Neural Transformation in cloud Environment.
The proceedings contain 89 papers. The topics discussed include: chlorophyll-a analysis based on Hilbert Huang transformation and convolutional neural network;fast non-uniform quantization of neural networks;attribute...
ISBN:
(纸本)9781665487115
The proceedings contain 89 papers. The topics discussed include: chlorophyll-a analysis based on Hilbert Huang transformation and convolutional neural network;fast non-uniform quantization of neural networks;attribute reduction method based on improved granular ball neighborhood rough set;trend prediction of stock index based on convolutional neural network;a parallelism-based earliest finish time (PBEFT) algorithm for workflow scheduling in clouds;design and implementation of non-fixed client cloud desktop platform based on software-defined architecture;actor-critic with transformer for cloudcomputing resource three stage job scheduling;a collaborative grouping aggregation query scheme on heterogeneous computing systems;reservoir porosity prediction model based on improved shuffled frog leaping algorithm and bp neural network;and decision-making under extremely uncertain environments based on intuitionistic evidence set.
The proceedings contain 10 papers. The topics discussed include: static and dynamic analysis of clop ransomware;performance comparison of virtualization methods;remote proctoring system using video, audio and system s...
ISBN:
(纸本)9798350394214
The proceedings contain 10 papers. The topics discussed include: static and dynamic analysis of clop ransomware;performance comparison of virtualization methods;remote proctoring system using video, audio and system scenario analysis;a dense layer stacked CMT-DenseNet fusion model for COVID detection;detection of cyberbullying on social media code mixed data;optimizing resource allocation in a power and cost-aware multi-cloud environment using multi-objective antlion optimization algorithm;OSCAIR: OS-level system call dataset for attack identity resolution in containers;performance analysis of big data motifs on large core machines;novel hybrid encryption algorithm and its application in text and image encryption;and an integrated framework for evaluating cloud technology adoption in Australian local councils.
The proceedings contain 32 papers. The topics discussed include: performance of databases used in data stream processing environments;semantic code clone detection method for distributed enterprise systems;analysis an...
ISBN:
(纸本)9789897585708
The proceedings contain 32 papers. The topics discussed include: performance of databases used in data stream processing environments;semantic code clone detection method for distributed enterprise systems;analysis and rewrite of quantum workflows: improving the execution of hybrid quantum algorithms;live migration of containers in the edge;offline mining of microservice-based architectures;predicting and avoiding SLA violations of containerized applications using machine learning and elasticity;a novel weight-assignment load balancing algorithm for cloud applications;comparison of FaaS platform performance in private clouds;evaluation of language runtimes in open-source serverless platforms;cloud function lifecycle considerations for portability in function as a service;saga pattern technologies: a criteria-based evaluation;and reconstructing the holistic architecture of microservice systems using static analysis.
The proceedings contain 124 papers. The topics discussed include: decoupling observer for contact force estimation of robot manipulators based on enhanced gaussian process model;diagonal region division-based fly neur...
ISBN:
(纸本)9781665477352
The proceedings contain 124 papers. The topics discussed include: decoupling observer for contact force estimation of robot manipulators based on enhanced gaussian process model;diagonal region division-based fly neural network on omnidrectional collision detection;minimizing the average job completion time for acceleration systems in cloudcomputing;incremental updating multigranulation approximations with matrix representation under coarsening decision attribute;guard: multigranularity-based unsupervised anomaly detection algorithm for multivariate time series;dependency and association enhanced finding similar exercises in online education system;dialogue-enriched knowledge point recommendation for consultation task;efficient esophageal lesion detection using polarization regularized network slimming;self-regulation and supervision: a study on online privacy protection of Chinese and American children in mobile apps;and hierarchical strategy for sequence-based visual place recognition.
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