Strategies for Big Data Analytics through Lambda Architectures in Volatile Environments

Autor: Veith, Alexandre Da Silva, Anjos, Julio C. S. dos, de Freitas, Edison Pignaton, Lampoltshammer, Thomas, Geyer, Claudio

Publikováno v: IFAC, Nov 2016, Porto Alegre, Brazil. pp.114-119

Expectations regarding the future growth of Internet of Things (IoT)-related technologies are high. These expectations require the realization of a sustainable general purpose application framework that is capable to handle these kinds of environment

Externí odkaz: http://arxiv.org/abs/1708.04796

Distributed data stream processing and edge computing: A survey on resource elasticity and future directions

Autor: Dias de Assunção, Marcos, da Silva Veith, Alexandre, Buyya, Rajkumar

Publikováno v: In Journal of Network and Computer Applications 1 February 2018 103:1-17

Latency-Aware Strategies for Placing Data Stream Analytics onto Edge Computing

Autor: da Silva Veith, Alexandre, Dias de Assuncao, Marcos, Lefèvre, Laurent

Publikováno v: HotEdge'18-USENIX Workshop on Hot Topics in Edge Computing
HotEdge'18-USENIX Workshop on Hot Topics in Edge Computing, Jul 2018, Boston, United States. pp.1, 2018

International audience; Much of the "big data" generated today is received in near real-time and requires quick analysis. In Internet of Things (IoT) [1, 9], for instance, continuous data streams produced by multiple sources must be handled under ver

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::f4d9573f1491ebec316637f81de3ca05
https://inria.hal.science/hal-01875999

Mécanismes prenant en compte la qualité de service pour la (re)configuration d’applications de traitement de flux de données sur une infrastructure hautement distribuée

Autor: da Silva Veith, Alexandre

Publikováno v: Distributed, Parallel, and Cluster Computing [cs.DC]. Université de Lyon, 2019. English. ⟨NNT : 2019LYSEN050⟩

A large part of this big data is most valuable when analysed quickly, as it is generated. Under several emerging application scenarios, such as in smart cities, operational monitoring of large infrastructure, and Internet of Things (IoT), continuous

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::66e1bd7456d31392c85a8f33f51bd1e6
https://hal.inria.fr/tel-02385744v2/file/DA_SILVA_VEITH_Alexandre_2019LYSEN050_These.pdf

Quality of Service Aware Mechanisms for (Re)Configuring Data Stream Processing Applications on Highly Distributed Infrastructure

Autor: Veith, Alexandre

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4dd46117f5448962dd7632e90d1108a4