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Multimedia Internet of Things: A Comprehensive Survey

Ali Nauman, Yazdan Ahmad Qadri, Muhammad Amjad, Yousaf Bin Zikria, Muhammad Khalil Afzal, Sung Won Kim
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

Li-Minn Ang, Kah Phooi Seng, Gerald K. Ijemaru, Adamu Murtala Zungeru
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

Yonggang Wen, Xiaoqing Zhu, Joel J. P. C. Rodrigues, Chang Wen Chen
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

Khalid Alhamazani, Rajiv Ranjan, Karan Mitra, Fethi Rabhi, Prem Prakash Jayaraman, Samee Ullah Khan, Adnene Guabtni, Vasudha Bhatnagar
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

Alcardo Alex Barakabitze, Nabajeet Barman, Arslan Ahmad, Saman Zadtootaghaj, Lingfen Sun, Maria G. Martini, Luigi Atzori
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

Ashwin Satyanarayana, Janusz Kusyk, Yu-Wen Chen
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

Xiaokang Zhou, Flavia C. Delicato, Kevin I-Kai Wang, Runhe Huang
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

Lorena Barona López, Ángel Valdivieso Caraguay, Marco Sotelo Monge, Luis García Villalba
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)

Ilaria Bartolini, Marco Patella
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

SINGA

Wei Wang, Gang Chen, Anh Tien Tuan Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang
2015 Proceedings of the 23rd ACM international conference on Multimedia - MM '15  
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

Enzo Baccarelli, Paola G. Vinueza Naranjo, Michele Scarpiniti, Mohammad Shojafar, Jemal H. Abawajy
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

Dusit Tao Niyato
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

Min Chen, Shiwen Mao, Yunhao Liu
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

Giancarlo Fortino, Daniele Parisi, Vincenzo Pirrone, Giuseppe Di Fatta
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

Han Hu, Yonggang Wen, Tat-Seng Chua, Xuelong Li
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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