The proceedings contain 47 papers. The topics discussed include: inventory pooling using deep reinforcement learning;CPGCN: collaborative property-aware graph convolutional networks for service recommendation;CPGCN: c...
ISBN:
(纸本)9781665481465
The proceedings contain 47 papers. The topics discussed include: inventory pooling using deep reinforcement learning;CPGCN: collaborative property-aware graph convolutional networks for service recommendation;CPGCN: collaborative property-aware graph convolutional networks for service recommendation;discussing microservices: definitions, pitfalls, and their relations;a lightweight general adaptive optimization tool for relational DBMSS under HTAP workloads;mats: a multi-aspect and adaptive trust-based situation-aware access control framework for federated data-as-a-service systems;probabilistic analysis of context caching in internet of things applications;a general KPI anomaly detection using attention models;and assessing architecture conformance to security-related practices in infrastructure as code based deployments.
The proceedings contain 57 papers. The topics discussed include: regulation-as-a-service: model checking for decision-making behaviors in price-sensitive service systems;clams: a cloud application modeling solution;DC...
ISBN:
(纸本)9781665416832
The proceedings contain 57 papers. The topics discussed include: regulation-as-a-service: model checking for decision-making behaviors in price-sensitive service systems;clams: a cloud application modeling solution;DCrowd: a decentralized service model for credible crowdsourcing based on game theory and smart contracts;word embedding-based web service representations for classification and clustering;challenges and opportunities in space service computing;P-DecSerFlow: a conceptual framework to model services interactions for standardized service oriented architecture;and analyzing GDPR compliance in cloud services' privacy policies using textual fuzzy interpretive structural modeling (TFISM).
The proceedings contain 37 papers. The topics discussed include: set-covering theory-based data placement cost optimization for online social networks;your containers should be WYSIWYG;overlapping analytic stages in o...
ISBN:
(纸本)9781728127200
The proceedings contain 37 papers. The topics discussed include: set-covering theory-based data placement cost optimization for online social networks;your containers should be WYSIWYG;overlapping analytic stages in online process mining;a genetic-based approach to location-aware cloud service brokering in multi-cloud environment;helping users managing context-based privacy preferences;situation-aware access control in federated data-as-a-service for maritime search and rescue;enhancing monitoring queries invoking composition of services;regularizing matrix factorization with implicit user preference embeddings for web API recommendation;and helpfulness-aware matrix factorization for cross-category service recommendations.
The proceedings contain 46 papers. The topics discussed include: a prior knowledge based approach to improving accuracy of web services clustering;rule-based model for smart building supervision and management;framewo...
ISBN:
(纸本)9781538672501
The proceedings contain 46 papers. The topics discussed include: a prior knowledge based approach to improving accuracy of web services clustering;rule-based model for smart building supervision and management;framework for building self-adaptive component applications based on reinforcement learning;a holistic evaluation of Docker containers for interfering microservices;modeling sentiment polarity in support ticket data for predicting cloud service subscription renewal;a system for predicting health of an e-contract;cost efficient scheduling for delay-sensitive tasks in edge computing system;a change tracking framework for financial documents;bazaar-blockchain: a blockchain for bazaar-based cloud markets;a framework for online process concept drift detection from event streams;a fluctuation-aware approach for predictive web service composition;a two-phase method of QoS prediction for situated service recommendation;enabling intelligent business processes with context awareness;patterns for process edification in process-aware information systems;digital asset management with distributed permission over blockchain and attribute-based access control;and achieving a fault tolerant and reliable cloud data center network.
The proceedings contain 8 papers. The topics discussed include: a fault detection mechanism for database management systems on mobile edge computing;distress signal recognition using pose estimation and neural network...
ISBN:
(纸本)9798350322798
The proceedings contain 8 papers. The topics discussed include: a fault detection mechanism for database management systems on mobile edge computing;distress signal recognition using pose estimation and neural networks;intelligent emergency notification mobile service via multi-task BERT models;surveillance drone cloud and intelligence service;aqua colony for fully automated aquaculture;TransScale: combined-approach elasticity for stream processing in fog environments;efficient cloud-based video summarization using deep learning and cloud computing for reduced storage costs and improved accessibility;and enhancing virtual sensors to deal with missing values and low sampling rates.
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 13 papers. The topics discussed include: proteus: distributed machine learning task scheduling based on Lyapunov optimization;running scientific computing workloads in JointCloud computing envi...
ISBN:
(纸本)9781665434799
The proceedings contain 13 papers. The topics discussed include: proteus: distributed machine learning task scheduling based on Lyapunov optimization;running scientific computing workloads in JointCloud computing environment;mathematical modeling of transaction latency on Ethereum;an empirical study of inter-cluster resource orchestration within federated cloud clusters;a cloud-edge collaborative architecture for data-driven health condition monitoring of machines;a randomized greedy method for AI applications component placement and resource selection in computing continua;a secure and efficient data sharing scheme with outsourced signcryption and decryption in mobile cloud computing;and on fair cooperation among competing fog providers.
The proceedings contain 122 papers. The topics discussed include: user attribute inference in directed social networks as a service;an ontology-based interoperability solution for electronic-identity systems;QoS-aware...
ISBN:
(纸本)9781509026289
The proceedings contain 122 papers. The topics discussed include: user attribute inference in directed social networks as a service;an ontology-based interoperability solution for electronic-identity systems;QoS-aware adaptive routing in multi-layer hierarchical software defined networks: a reinforcement learning approach;a linear program for optimal configurable business processes deployment into cloud federation;a query-based summarization service from multiple news sources;cost-effective request scheduling for greening cloud data centers;an elasticity-aware governance platform for cloud service delivery;a framework for ensuring the quality of a big data service;and human-as-a-service: growth in human service ecosystem.
The proceedings contain 38 papers. The topics discussed include: automated pattern-based recommendation for improving API operation performance and reliability in cloud-based architectures;the ultimate battle against ...
ISBN:
(纸本)9798350340754
The proceedings contain 38 papers. The topics discussed include: automated pattern-based recommendation for improving API operation performance and reliability in cloud-based architectures;the ultimate battle against zero-day exploits: toward fully autonomous cyber-physical defense;automatically refactoring application transactions for microservice-oriented architecture;goal-driven adversarial search for distributed self-adaptive systems;analyzing and researching the intermediate layer of alliance medical data combined with edge computing;predicting road traffic risks with CNN-and-LSTM learning over spatio-temporal and multi-feature traffic data;Chat2Code: a chatbot for model specification and code generation, the case of smart contracts;a workflow for the continuous deployment of quantum services;and connecting cloud computing and machine learning through functional situation-awareness: a user-centric smart monitoring application.
The proceedings contain 34 papers. The topics discussed include: multi-view object detection using NeRF and YOLO;impact of environmental factors on flash storage performance in autonomous vehicles: an empirical and an...
ISBN:
(纸本)9798350307733
The proceedings contain 34 papers. The topics discussed include: multi-view object detection using NeRF and YOLO;impact of environmental factors on flash storage performance in autonomous vehicles: an empirical and analytical study;improving LSTM-based indoor positioning via simulation-augmented geomagnetic field dataset;fuzzing for command injections in medical software with large language models;automatic traffic monitoring using spatial transformer network and monocular depth estimation;towards constraint-based model repair to ensure multiple mission objectives in UAV-enabled MEC systems for disaster response and rescue;and enhancing driving behavior analysis in autonomous systems: a reservoir computing and temporal-aware machine learning approach.
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