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FogGuru: Training the Next Generation of European Fog Computing Experts

Deliverables

Requirements for real-time distributed stream processing in fog architectures

This deliverable includes detailed specifications of requirements as well as a review of state-of-the-art in the field.

Mechanisms for application resource management in fog computing architectures

This deliverable contains a detailed description of technologies proposed by the ESRs on this topic.

Requirements for application resource management in fog architectures

This deliverable includes detailed specifications of requirements as well as a detailed review of state-of-the-art in the field.

Mechanisms for elasticity and robust data stream optimizations

This deliverable contains a detailed description of technologies proposed by the ESRs on these topics.

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Publications

mck8s: An orchestration platform for geo-distributed multi-cluster environments

Author(s): Mulugeta Ayalew Tamiru, Guillaume Pierre, Johan Tordsson, Erik Elmroth
Published in: 30th International Conference on Computer Communications and Networks (ICCCN), 2021

Model-based Stream Processing Auto-scaling in Geo-Distributed Environments

Author(s): Hamidreza Arkian, Guillaume Pierre, Johan Tordsson, Erik Elmroth
Published in: 30th International Conference on Computer Communications and Networks, 2021

AdCom: Adaptive Combiner for Streaming Aggregations

Author(s): Felipe Gutierrez, Kaustubh Beedkar, Abel Souza, Volker Markl
Published in: 24th International Conference on Extending Database Technology (EDBT), 2021

MicroRAS: Automatic Recovery in the Absence of Historical Failure Data for Microservice Systems

Author(s): Li Wu, Johan Tordsson, Alexander Acker, Odej Kao
Published in: Proceedings of the 13th IEEE/ACM International Conference on Utility and Cloud Computing (UCC), 2020

Instability in Geo-Distributed Kubernetes Federation: Causes and Mitigation

Author(s): Ayalew, Mulugeta Tamiru; Pierre, Guillaume; Tordsson, Johan; Elmroth, Erik
Published in: Proceedings of the 27th IEEE Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), 2020

Performance Diagnosis in Cloud Microservices using Deep Learning

Author(s): Li Wu, Jasmin Bogatinovski, Sasho Nedelkoski, Johan Tordsson, Odej Kao
Published in: Proceedings of the International Workshop on Artificial Intelligence for IT Operations (AIOPS), 2020

Resense: Transparent Record and Replay of Sensor Data in the Internet of Things

Author(s): Giouroukis, Dimitrios; Hülsmann, Julius; Von Bleichert, Janis; Geldenhuys, Morgan; Stullich, Tim; Oliveira Gutierrez, Felipe; Traub, Jonas; Beedkar, Kaustubh; Markl, Volker
Published in: Proceedings of the International Conference on Extending Database Technology (EDBT), 2019

Blockchain enabled fog structure to provide data security in IoT applications

Author(s): Farhadi, Mozhdeh; Miorandi, Daniele; Pierre, Guillaume
Published in: Doctoral symposium of the ACM/IFIP Middleware conference, 2018

An experiment-driven performance model of stream processing operators in fog computing environments

Author(s): HamidReza Arkian, Guillaume Pierre, Johan Tordsson, Erik Elmroth
Published in: Proceedings of the 35th Annual ACM Symposium on Applied Computing, 2020, Page(s) 1763-1771
DOI: 10.1145/3341105.3375758

MicroRCA: Root Cause Localization of Performance Issues in Microservices

Author(s): Wu, Li; Tordsson, Johan; Elmroth, Erik; Kao, Odej.
Published in: Proceedings of the IEEE/IFIP Network Operations and Management Symposium (NOMS), 2020

The NebulaStream Platform: Data and Application Management for the IoT

Author(s): Zeuch, Steffen; Chadhary,Ankit;Del Monte,Bonaventura;Gavrilidis,Haralampos; Giouroukis, Dimitrios;Grulich,Philipp M;Bress,Sebastian;Traub,Jonas;Markl,Volker.
Published in: Proceedings of the Conference on Innovative Data Systems Research (CIDR), 2020

FogGuru: a Fog Computing platform based on Apache Flink

Author(s): Davaadorj Battulga, Daniele Miorandi, Cedric Tedeschi
Published in: 2020 23rd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 2020, Page(s) 156-158
DOI: 10.1109/icin48450.2020.9059374

A survey of adaptive sampling and filtering algorithms for the internet of things

Author(s): Dimitrios Giouroukis, Alexander Dadiani, Jonas Traub, Steffen Zeuch, Volker Markl
Published in: Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems, 2020, Page(s) 27-38
DOI: 10.1145/3401025.3403777

Stateful Container Migration in Geo-Distributed Environments

Author(s): Paulo Souza Junior, Daniele Miorandi, Guillaume Pierre
Published in: Proceedings of the 12th IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2020

An Experimental Evaluation of the Kubernetes Cluster Autoscaler in the Cloud

Author(s): Tamiru, Mulugeta,; Tordsson, Johan; Elmroth, Erik; Pierre, Guillaume
Published in: 12th IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2020

MicroDiag: Fine-grained Performance Diagnosis for Microservice Systems

Author(s): Li Wu, Johan Tordsson, Jasmin Bogatinovski, Erik Elmroth, Odej Kao
Published in: ICSE21 Workshop on Cloud Intelligence, 2021

Fog Computing Applications: Taxonomy and Requirements

Author(s): Ahmed, Arif; Arkian, HamidReza; Battulga, Davaadorj; Fahs, Ali J.; Farhadi, Mozhdeh; Giouroukis, Dimitrios; Gougeon, Adrien; Gutierrez, Felipe Oliveira; Pierre, Guillaume; Souza Jr, Paulo R.; Tamiru, Mulugeta Ayalew; Wu, Li
Published in: arXiv preprint, Issue arXiv:1907.11621, 2019

Potable Water Management with Integrated Fog Computing and LoRaWAN Technologies

Author(s): Hamidreza Arkian, Dimitrios Giouroukis, Paulo Souza Junior, Guillaume Pierre
Published in: IEEE IoT Newsletter, 2020

A systematic approach toward security in Fog computing: Assets, vulnerabilities, possible countermeasures

Author(s): Mozhdeh Farhadi, Jean‐Louis Lanet, Guillaume Pierre, Daniele Miorandi
Published in: Software: Practice and Experience, 2020, ISSN 0038-0644
DOI: 10.1002/spe.2804