Browsing by Author "Bouguettaya, Athman"
Now showing items 1-10 of 10
-
A Deep Learning Spatiotemporal Prediction Framework for Mobile Crowdsourced Services
( Springer New York LLC , 2019 , Article)This papers presents a deep learning-based framework to predict crowdsourced service availability spatially and temporally. A novel two-stage prediction model is introduced based on historical spatio-temporal traces of ... -
A service computing manifesto: The next 10 years
( Association for Computing Machinery , 2017 , Article Review)Mapping out the challenges and strategies for the widespread adoption of service computing is an important task. Service computing is a key paradigm that offers cross-disciplinary computational abstractions, architectures, ... -
Mobile crowdsourced sensors selection for journey services
( Springer Verlag , 2018 , Conference Paper)We propose a mobile crowdsourced sensors selection approach to improve the journey planning service especially in areas where no wireless or vehicular sensors are available. We develop a location estimation model of journey ... -
Probabilistic qualitative preference matching in long-term IaaS composition
( Springer Verlag , 2017 , Conference Paper)We propose a qualitative similarity measure approach to select an optimal set of probabilistic Infrastructure-as-a-Service (IaaS) requests according to the provider's probabilistic preferences over a long-term period. The ... -
Qualitative economic model for long-term IaaS composition
( Springer Verlag , 2016 , Conference Paper)We propose a new qualitative economic model based optimization approach to compose an optimal set of infrastructure service requests over a long-term period. The economic model is represented as a temporal CP-Net to capture ... -
Sentiment Analysis as a Service: A Social Media Based Sentiment Analysis Framework
( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)We propose a 'Sentiment Analysis as a Service' (SAaaS) framework that abstracts sentiments from social information services, analyses and transforms into useful information. We propose a dynamic service composition mechanism ... -
Social-sensor cloud service for scene reconstruction
( Springer Verlag , 2017 , Conference Paper)We propose a new social-sensor cloud services selection framework for scene reconstruction. The proposed research represents social media data streams, i.e., images' metadata and related posted information, as social sensor ... -
Social-Sensor Cloud Service Selection
( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)We propose a new framework for social-sensor cloud services selection based on spatio-textual correlation between user's query and service. The proposed research defines a formal social-sensor cloud service model that ... -
Using Financial Options for Pricing of IaaS Cloud Resources
( IEEE Computer Society , 2017 , Conference Paper)IaaS cloud resources are offered by cloud providers using various pricing schemes such as reservation, scheduled, on-demand and spot pricing. Such pricing models suffer from either wasteful payment in case of underutilization ... -
Web Application Resource Requirements Estimation Based on the Workload Latent Features
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Most cloud computing platforms offer reactive resource auto-scaling mechanisms for dealing with variable traffic patterns to deliver the desired QoS properties while keeping low provisioning costs. However, a range of ...