FogGuru: Training the Next Generation of European Fog Computing Experts

Deliverables

Websites, patent fillings, videos etc. (1)

Training material

A copy of all training material produced during the project

Documents, reports (8)

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.

Evaluation of the fog computing platform

Includes thorough evaluation reports of technologies and application blueprints in realistic conditions

Blueprints for innovative applications based on fog computing platforms

Includes a detailed description of the proposed blueprints

Mechanisms for application resource management in fog computing architectures

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

Blueprints for fog applications based on stream processing

Includes a detailed description of the proposed blueprints

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.

Evaluation of the stream processing platform

Includes thorough evaluation reports of technologies and application blueprints in realistic conditions

Publications

Conference proceedings (22)

LivingFog: Leveraging fog computing and LoRaWAN technologies for smart marina management (experience paper)

Author(s): Davaadorj Battulga, Mozhdeh Farhadi, Mulugeta Tamiru, Li Wu, Guillaume Pierre
Published in: Proceedings of the 25th Conference on Innovation in Clouds, Internet and Networks (ICIN), 2022
Publisher: IEEE

Failure Identification from Unstable Log Data using Deep Learning

Author(s): Jasmin Bogatinovski, Sasho Nedelkoski, Li Wu, Jorge Cardoso, Odej Kao
Published in: CCGrid 2022 - 22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, 2022
Publisher: ACM

Towards automated privacy compliance checking of applications in Cloud and Fog environments

Author(s): Mozhdeh Farhadi, Guillaume Pierre, Daniele Miorandi
Published in: 2021 8th International Conference on Future Internet of Things and Cloud (FiCloud), 2021, Page(s) 11-18, ISBN 978-1-6654-2574-2
Publisher: IEEE
DOI: 10.1109/ficloud49777.2021.00010

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

Author(s): Mulugeta Ayalew Tamiru, Guillaume Pierre, Johan Tordsson, Erik Elmroth
Published in: 2021 International Conference on Computer Communications and Networks (ICCCN), 2021, Page(s) 1-10, ISBN 978-1-6654-1278-0
Publisher: IEEE
DOI: 10.1109/icccn52240.2021.9522318

Good Shepherds Care For Their Cattle: Seamless Pod Migration in Geo-Distributed Kubernetes

Author(s): Paulo Souza Junior, Daniele Miorandi, Guillaume Pierre
Published in: 6th IEEE International Conference on Fog and Edge Computing, 2022
Publisher: IEEE

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

Author(s): HamidReza Arkian, Guillaume Pierre, Johan Tordsson, Erik Elmroth
Published in: 2021 International Conference on Computer Communications and Networks (ICCCN), 2021, Page(s) 1-10, ISBN 978-1-6654-1278-0
Publisher: IEEE
DOI: 10.1109/icccn52240.2021.9522236

Streaming Data through the IoT via Actor-Based Semantic Routing Trees

Author(s): Dimitrios Giouroukis; Johannes Jestram; Steffen Zeuch; Volker Markl
Published in: Proc. Intl. Workshop on Very Large Internet of Things (VLIoT@VLDB), 2021
Publisher: Creative commons

An experimental evaluation of the scalability of permissioned blockchains.

Author(s): Stefano Tavonatti; Davaadorj Battulga; Mozhdeh Farhadi; Carlo Caprini; Daniele Miorandi
Published in: Proceedings of the 8th International Conference on Future Internet of Things and Cloud (FiCLOUD), 2021
Publisher: IEEE

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
Publisher: EDBT

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: 2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing (UCC), 2020, Page(s) 227-236, ISBN 978-0-7381-2394-3
Publisher: IEEE
DOI: 10.1109/ucc48980.2020.00041

Instability in Geo-Distributed Kubernetes Federation: Causes and Mitigation

Author(s): Mulugeta Ayalew Tamiru, Guillaume Pierre, Johan Tordsson, Erik Elmroth
Published in: 2020 28th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), 2020, Page(s) 1-8, ISBN 978-1-7281-9238-3
Publisher: IEEE
DOI: 10.1109/mascots50786.2020.9285934

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
Publisher: Openproceedings.org

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
Publisher: Middleware Doctoral Symposium

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, ISBN 9781-450368667
Publisher: ACM
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
Publisher: IEEE/IFIP

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
Publisher: CIDR Conference

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, ISBN 978-1-7281-5127-4
Publisher: IEEE
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, ISBN 9781450380287
Publisher: ACM
DOI: 10.1145/3401025.3403777

Stateful Container Migration in Geo-Distributed Environments

Author(s): Paulo Souza Junior, Daniele Miorandi, Guillaume Pierre
Published in: 2020 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2020, Page(s) 49-56, ISBN 978-1-6654-0388-7
Publisher: IEEE
DOI: 10.1109/cloudcom49646.2020.00005

Causal Inference Techniques for Microservice Performance Diagnosis: Evaluation and Guiding Recommendations

Author(s): Li Wu, Johan Tordsson, Erik Elmroth, Odej Kao
Published in: Proceedings of the 2nd IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2021
Publisher: IEEE

An Experimental Evaluation of the Kubernetes Cluster Autoscaler in the Cloud

Author(s): Mulugeta Ayalew Tamiru, Johan Tordsson, Erik Elmroth, Guillaume Pierre
Published in: 2020 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2020, Page(s) 17-24, ISBN 978-1-6654-0388-7
Publisher: IEEE
DOI: 10.1109/cloudcom49646.2020.00002

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
Publisher: IEEE

Thesis dissertations (4)

Automatic performance diagnosis and recovery in cloud microservices

Author(s): Li Wu
Published in: 2021
Publisher: Technische Universität Berlin
DOI: 10.14279/depositonce-14959

Automated application privacy compliance checking in distributed Fog environments

Author(s): Mozhdeh Farhadi
Published in: 2021
Publisher: Université de Rennes 1

Automatic Resource Management in Geo-Distributed Multi-Cluster Environments

Author(s): Mulugeta Ayalew Tamiru
Published in: 2021
Publisher: Université de Rennes 1

Resource Management for Data Stream Processing in Geo-Distributed Environments

Author(s): Hamidreza Arkian
Published in: 2021
Publisher: Université de Rennes 1

Book chapters (2)

Performance Diagnosis in Cloud Microservices Using Deep Learning

Author(s): Li Wu, Jasmin Bogatinovski, Sasho Nedelkoski, Johan Tordsson, Odej Kao
Published in: Service-Oriented Computing – ICSOC 2020 Workshops - AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14–17, 2020, Proceedings, 12632, 2021, Page(s) 85-96, ISBN 978-3-030-76351-0
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-76352-7_13

SpecK: Composition of Stream Processing Applications over Fog Environments

Author(s): Davaadorj Battulga, Daniele Miorandi, Cédric Tedeschi
Published in: Distributed Applications and Interoperable Systems - 21st IFIP WG 6.1 International Conference, DAIS 2021, Held as Part of the 16th International Federated Conference on Distributed Computing Techniques, DisCoTec 2021, Valletta, Malta, June 14–18, 2021, Proceedings, 12718, 2021, Page(s) 38-54, ISBN 978-3-030-78197-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-78198-9_3

Other (2)

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, arXiv:1907.11621, 2019
Publisher: arXiv

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
Publisher: IEEE

Peer reviewed articles (1)

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
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/spe.2804