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Multimedia Internet of Things: A Comprehensive Survey
2020
IEEE Access
Then, we discuss the issues considering the characteristics of multimedia and provide a summary of related M-IoT architectures. ...
Moreover, we explore the limitations of IoT for multimedia computing and present the relationship between the M-IoT and emerging technologies including event processing, feature extraction, cloud computing ...
of big data processing platforms for multimedia. ...
doi:10.1109/access.2020.2964280
fatcat:ilihkpik65bdvblyal6rp7tb2y
Deployment of IoV for Smart Cities: Applications, Architecture, and Challenges
2019
IEEE Access
It consists of seven layers: vehicle identification layer, object layer, inter-intra devices layer, communication layer, servers and cloud services layer, big data and multimedia computation layer, and ...
INDEX TERMS Internet of Vehicles, IoV, layer architecture, smart city, applications, big data. ...
UIoV architecture with multimedia and Big data computation. ...
doi:10.1109/access.2018.2887076
fatcat:bgeq6ozrlvbufnt3xaoqz52xme
Cloud Mobile Media: Reflections and Outlook
2014
IEEE transactions on multimedia
services in platform-as-a-service (PaaS), and iii) novel cloud-based systems and applications in software-as-a-service (SaaS). ...
Summaries of existing research in this area are organized according to the layered service framework: i) cloud resource management and control in infrastructure-as-a-service (IaaS), ii) cloud-based media ...
To follow this trend, we expect research community to look into the combination of big data and multimedia networks. ...
doi:10.1109/tmm.2014.2315596
fatcat:h4ef3oedqrdd3obktmczbgq2la
An overview of the commercial cloud monitoring tools: research dimensions, design issues, and state-of-the-art
2014
Computing
share, the applications running on them and data hosted on them. ...
Applications and resources configuration in cloud computing environment is quite challenging considering a large number of heterogeneous cloud resources. ...
., multimedia applications) architecture is multi-layered [54] . ...
doi:10.1007/s00607-014-0398-5
fatcat:ygnpzhherbgrxd6osxezq7fixa
QoE Management of Multimedia Streaming Services in Future Networks: A Tutorial and Survey
2019
IEEE Communications Surveys and Tutorials
adaptive streaming over emerging architectures such as multi-access edge computing, cloud/fog computing, and information-centric networking; and c) extended QoE management approaches in new domains such ...
Finally, we provide a discussion on future research directions with a focus on emerging research areas in QoE management, such as QoE-oriented business models, QoE-based big data strategies, and scalability ...
[365] , on the one hand, SDN can solve many issues of big data applications (e.g., big data acquisition, processing, transmission and delivery in cloud data centers). ...
doi:10.1109/comst.2019.2958784
fatcat:7bgzl5rpmfgedo5e5psz7i3t4a
Design of Cloud Based Robots Using Big Data Analytics and Neuromorphic Computing
2018
2018 IEEE Canadian Conference on Electrical & Computer Engineering (CCECE)
We also propose a novel dual system architecture for robots where they have a brain centered cloud with access to big data analytics. ...
Cloud-based robotics take advantage of remote resources for parallel computation and sharing large amounts of information while benefiting from analysis of massive sensor data from robots. ...
A structuring of a robot housing dual-architecture hardware from all of its sensors to the cloud that can dedicate enough resources to analyze it. ...
doi:10.1109/ccece.2018.8447874
dblp:conf/ccece/SatyanarayanaKC18
fatcat:42gta34pzrhhxifqvcsjbjtkmi
Smart computing and cyber technology for cyberization
2020
World wide web (Bussum)
Acknowledgments The guest editors would like to thank all the authors and the reviewers for their hard work and for making possible this Special Issue. ...
They would also like to express their heartfelt gratitude to the Editorsin-Chief, for giving us this opportunity, and the members of the Editorial Staff for their support during the process. ...
The paper "Master Data Management for Manufacturing Big Data: A Method of Evaluation for Data Network" [8] proposes a multi-layer master data management architecture and investigates the use of Set Pair ...
doi:10.1007/s11280-019-00773-y
fatcat:odaovo5s2jeu7poik5wr3cgrpi
Key Technologies in the Context of Future Networks: Operational and Management Requirements
2016
Future Internet
This work also details the use cases and the challenges, taking into account not only SDN, NFV, cloud computing and SON but also other paradigms. ...
The concept of Future Networks is based on the premise that current infrastructures require enhanced control, service customization, self-organization and self-management capabilities to meet the new needs ...
deployment) and (iii) the management and orchestration process (customization of user needs, dynamic allocation of resources, energy efficiency mechanism, manage a big amount of data) [5, 9, 23] . ...
doi:10.3390/fi9010001
fatcat:ybzuktmkijd2xjl77mwircfdkq
The Metamorphosis (of RAM3S)
2021
Applied Sciences
Data Mining and Machine Learning on multimedia data streams. ...
The real-time analysis of Big Data streams is a terrific resource for transforming data into value. ...
RAM3 S thus acts as a bridge to integrate two complex technologies, one applicative
(the multimedia stream analysis) and one architectural (the Big Data platform), allowing ...
doi:10.3390/app112411584
fatcat:kfciludtxzhdjojfnifw4yio3u
Recently, deep learning techniques have enjoyed success in various multimedia applications, like image classification and multi-modal data analysis. ...
One is usability, namely the implementation of different models and training algorithms must be done by non-experts without much effort. ...
, music recommendation [24] and multi-modal data analysis [23, 8, 30] . ...
doi:10.1145/2733373.2806232
dblp:conf/mm/WangCDGOTW15
fatcat:k6vwvuoxangmtimkmjxfhfphfy
Fog of Everything: Energy-Efficient Networked Computing Architectures, Research Challenges, and a Case Study
2017
IEEE Access
NOMENCLATURE AP Access Point BD Big Data BDS Big Data Streaming C2C Clone-to-Clone CC Cloud Computing CDN Content Delivery Network CNT Container D2D Device-to-Device DCN Data Center Network EV Electric ...
INDEX TERMS Fog of IoE, virtualized networked computing platforms for IoE, context-aware networkingplus-computing distributed resource management, Internet of Energy, Smart City, Industry 4.0, Big Data ...
human/machine users to capture, analyze and share environmental local data of social interest. ...
doi:10.1109/access.2017.2702013
fatcat:m3omundydjaszol37gocumhgem
Editorial: Second Quarter 2021 IEEE Communications Surveys and Tutorials
2021
IEEE Communications Surveys and Tutorials
allocation and service provisioning in multi-agent cloud robotics. ...
In this context, the article titled "Resource Allocation and Service Provisioning in Multi-Agent Cloud Robotics: A Comprehensive Survey" by Mahbuba Afrin et al. conducts a comprehensive survey on resource ...
doi:10.1109/comst.2021.3078013
fatcat:5sqcayv4njgyhe6sqeryw4h5na
Big Data: A Survey
2014
Journal on spesial topics in mobile networks and applications
Cloud-View uses mixed architectures, local nodes, and remote clusters based on Hadoop to analyze machine-generated data. ...
Cloud computing transforms the IT architecture while big data influences business decision-making. However, big data depends on cloud computing as the fundamental infrastructure for smooth operation. ...
doi:10.1007/s11036-013-0489-0
fatcat:lvnmkesqbngc3lgccms3hmm7jq
BodyCloud: A SaaS approach for community Body Sensor Networks
2014
Future generations computer systems
BodyCloud is a multi-tier application-level architecture that integrates a Cloud computing platform and BSN data streams middleware. ...
Cloud computing can provide a flexible storage and processing infrastructure to perform both online and offline analysis of data streams generated in BSNs. ...
Such data, which are drivers for the game, are archived and, then, analyzed on a Cloud computing platform. ...
doi:10.1016/j.future.2013.12.015
fatcat:gedkd4vlhjgbzl6rx7mtetlk2a
Toward Scalable Systems for Big Data Analytics: A Technology Tutorial
2014
IEEE Access
Recent technological advancements have led to a deluge of data from distinctive domains (e.g., health care and scientific sensors, user-generated data, Internet and financial companies, and supply chain ...
His research interests include cloud computing, green data center, big data analytics, multimedia network, and mobile computing. ...
Moving toward a specific solution, we then delve on Hadoop -the de facto choice for big data analysis platform, and provide benchmark results for big-data platforms. ...
doi:10.1109/access.2014.2332453
fatcat:6unxlocbmnhs7mfctlvphdyqtu
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