Efficient and resilient video delivery in smart cities

• Grant number: 18/02204-6
• Support Opportunities: Scholarships in Brazil - Post-Doctoral
• Start date: March 01, 2018
• End date: July 14, 2019
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Agreement: CNPq - INCTs
• Principal Investigator: Edmundo Roberto Mauro Madeira
• Grantee: Roger Kreutz Immich
• Host Institution: Instituto de Computação (IC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
• Associated research grant: 14/50937-1 - INCT 2014: on the Internet of the Future, AP.TEM

Abstract

In the last few years, there has been a rapid proliferation of a wide range of real-timevideo services and applications. These technologies flood the wireless systems with video contenton a daily basis. As a result of this sharp increase in video traffic, the prospect of errors dueto network interference and congestion rises. Incidentally, the adoption of the 5th generationof wireless systems (5G) will allow this growth to be even greater due to its high bandwidthcapacity and low latency. However, even with these improvements on the wireless technologies,a reliable and high-quality video transmission still impose several challenges, such as howto handle a large number of heterogeneous devices and meet distinct user's requirements. Toovercome these issues, this project proposes the use of Cloud, Edge, and Fog Computing, aswell as intelligent service placement to provide a scalable and dependable architecture for SmartCities. In order to that, new techniques will be proposed to collect and analyze heterogeneousdata from several network-related technologies, as well as schemes to quantify and assess thetradeoff of using each one. In addition, a multi-objective parameter metric will be defined to beused in the service placement orchestration as well as the study of the performance of all theproposed methods. (AU)

Scientific publications

(9)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

AKABANE, ADEMAR T.; IMMICH, ROGER; PAZZI, RICHARD W.; MADEIRA, EDMUNDO R. M.; VILLAS, LEANDRO A.. Distributed Egocentric Betweenness Measure as a Vehicle Selection Mechanism in VANETs: A Performance Evaluation Study. SENSORS, v. 18, n. 8, AUG 2018. (18/02204-6, 14/50937-1, 15/25588-6, 16/24454-9)

AKABANE, ADEMAR TAKEO; IMMICH, ROGER; PAZZI, RICHARD WENNER; MAURO MADEIRA, EDMUNDO ROBERTO; VILLAS, LEANDRO APARECIDO. Exploiting Vehicular Social Networks and Dynamic Clustering to Enhance Urban Mobility Management. SENSORS, v. 19, n. 16, AUG 20 2019. (15/25588-6, 14/50937-1, 16/24454-9, 18/02204-6)

AKABANE, ADEMAR T.; IMMICH, ROGER; BITTENCOURT, LUIZ F.; MADEIRA, EDMUNDO R. M.; VILLAS, LEANDRO A.. Towards a distributed and infrastructure-less vehicular traffic management system. COMPUTER COMMUNICATIONS, v. 151, p. 306-319, FEB 1 2020. (15/25588-6, 14/50937-1, 16/24454-9, 18/02204-6)

RONDON, LUCAS B.; IMMICH, ROGER; ROCHA FILHO, GERALDO P.; NETO, AUGUSTO VENANCIO; MACIEL PEIXOTO, MAYCON LEONE; VILLAS, LEANDRO A.. Towards Improved Vehicular Information-Centric Networks by Efficient Caching Discovery. VEHICLES, v. 2, n. 3, p. 453-467, SEP 2020. (18/02204-6, 14/50937-1)

CRISTIANI, ANDRE LUIS; IMMICH, ROGER; AKABANE, ADEMAR T.; MAURO MADEIRA, EDMUNDO ROBERTO; VILLAS, LEANDRO APARECIDO; MENEGUETTE, RODOLFO, I. ATRIP: Architecture for Traffic Classification Based on Image Processing. VEHICLES, v. 2, n. 2, p. 15-pg., 2020-06-01. (18/02204-6, 14/50937-1)

AKABANE, ADEMAR T.; IMMICH, ROGER; MADEIRA, EDMUNDO R. M.; VILLAS, LEANDRO A.; ALTINTAS, O; TSAI, HM; LIN, K; BOBAN, M; WANG, CY; SAHIN, T. iMOB: An Intelligent Urban Mobility Management System Based on Vehicular Social Networks. 2018 IEEE VEHICULAR NETWORKING CONFERENCE (VNC), v. N/A, p. 8-pg., 2018-01-01. (18/02204-6, 15/25588-6, 14/50937-1)

BITTENCOURT, LUIZ; IMMICH, ROGER; SAKELLARIOU, RIZOS; FONSECA, NELSON; MADEIRA, EDMUNDO; CURADO, MARILIA; VILLAS, LEANDRO; DASILVA, LUIZ; LEE, CRAIG; RANA, OMER. The Internet of Things, Fog and Cloud continuum: Integration and challenges. INTERNET OF THINGS, v. 3-4, p. 22-pg., 2018-10-01. (18/02204-6, 15/24494-8, 15/16332-8)

IMMICH, ROGER; VILLAS, LEANDRO; BITTENCOURT, LUIZ; MADEIRA, EDMUNDO; YOUNAS, M; AWAN, I; HARA, T. Multi-Tier Edge-to-Cloud Architecture for Adaptive Video Delivery. 2019 7TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD 2019), v. N/A, p. 8-pg., 2019-01-01. (18/02204-6, 15/24494-8, 14/50937-1)

GAMA, EDUARDO S.; IMMICH, ROGER; BITTENCOURT, LUIZ F.; SILL, A; SPILLNER, J. Towards a Multi-tier Fog/Cloud Architecture for Video Streaming. 2018 IEEE/ACM INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING COMPANION (UCC COMPANION), v. N/A, p. 2-pg., 2018-01-01. (18/02204-6)