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Addressing the Node Discovery Problem in Fog Computing

Vasileios Karagiannis, Nitin Desai, Stefan Schulte, Sasikumar Punnekkat, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
Fog computing enables computing that spans from the cloud to the edge of the network in order to distribute the computations of the IoT data, and to reduce the communication latency.  ...  In recent years, the Internet of Things (IoT) has gained a lot of attention due to connecting various sensor devices with the cloud, in order to enable smart applications such as: smart traffic management  ...  One distinguishing characteristic to separate fog computing from edge computing, is that the fog envisions a hierarchy of computational resources which span from the cloud to the edge of the network [  ... 
doi:10.4230/oasics.fog-iot.2020.5 dblp:conf/fogiot/KaragiannisD0P20 fatcat:mxhglwx5lvf2nnbve3tpubzmou

Evaluation of Burst Failure Robustness of Control Systems in the Fog

Nils Vreman, Claudio Mandrioli, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
Control systems in the Fog are introduced and a discussion regarding relevant faults is presented.  ...  A preliminary investigation of the robustness properties of a MinSeg case study is presented and commented. The discussion is then used to outline future lines of research.  ...  We propose an extension of the work on networked control systems based on types and patterns of faults, characteristic to the Fog environment.  ... 
doi:10.4230/oasics.fog-iot.2020.8 dblp:conf/fogiot/VremanM20 fatcat:fvrqymffsfhwbm7yputedk5reu

Fog Network Task Scheduling for IoT Applications

Chongchong Zhang, Fei Shen, Jiong Jin, Yang Yang, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
In the Internet of Things (IoT) networks, the data traffic would be very bursty and unpredictable.  ...  It is therefore very difficult to analyze and guarantee the delay performance for delay-sensitive IoT applications in fog networks, such as emergency monitoring, intelligent manufacturing, and autonomous  ...  Networks (WSN), Radio Frequency Identification (RFID), cloud-edge/fog caching and computing [3, 10] and etc.  ... 
doi:10.4230/oasics.fog-iot.2020.10 dblp:conf/fogiot/ZhangSJ020 fatcat:hdyamlkyq5awxl5hmvbnywirsu

Routing Using Safe Reinforcement Learning

Gautham Nayak Seetanadi, Karl-Erik Årzén, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
The use of this fog computing for time-critical control applications is on the rise and requires robust guarantees on transmission times of the packets in the network while reducing total transmission  ...  This has caused computation to be moved to the edge of the cloud increasing the importance of efficiency in the whole of cloud.  ...  Algorithm 2 shows the pseudo code for the run-time phase. The computation is computationally light and can be run on mobile IoT devices.  ... 
doi:10.4230/oasics.fog-iot.2020.6 dblp:conf/fogiot/SeetanadiA20 fatcat:hvfxhsqn2vdj7n33fpujetbcmi

Next-Generation SDN and Fog Computing: A New Paradigm for SDN-Based Edge Computing

Eder Ollora Zaballa, David Franco, Marina Aguado, Michael Stübert Berger, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
In particular, with the advances of SDN and the P4 language, there are new opportunities and challenges that next-generation SDN has for Fog computing.  ...  In the last few years, we have been able to see how terms like Mobile Edge Computing, Cloudlets, and Fog computing have arisen as concepts that reach a level of popularity to express computing towards  ...  The goal for SDN within the Fog network remains unclear but authors seem to integrate SDN controllers hierarchically on top of Fog computing BBU controllers to manage Fog orchestration and resources apart  ... 
doi:10.4230/oasics.fog-iot.2020.9 dblp:conf/fogiot/ZaballaFAB20 fatcat:cx3ihpwy55g7dd3nizwk5rkoyi

Detection of Fog Network Data Telemetry Using Data Plane Programming

Zifan Zhou, Eder Ollora Zaballa, Michael Stübert Berger, Ying Yan, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
Fog computing has been introduced to deliver Cloud-based services to the Internet of Things (IoT) devices.  ...  After the implementation of detecting data telemetry based on In-Band Network Telemetry (INT) within a Mininet simulation, we show the available features and preliminary Fog resource management based on  ...  In [10], mathematical formulas of computation and transmission delay in Fog computing and one offloading mechanism to optimize the resource allocation were introduced.  ... 
doi:10.4230/oasics.fog-iot.2020.12 dblp:conf/fogiot/ZhouZBY20 fatcat:dmns7ugsw5b7laiubesuwaiueq

Real-Time Containers: A Survey

Václav Struhár, Moris Behnam, Mohammad Ashjaei, Alessandro V. Papadopoulos, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
(e.g., in fog computing layer).  ...  We categorize existing work into main research areas and identify possible immature points of the technology.  ...  Introduction Fog Computing as well as cloud computing relies extensively on resource virtualization.  ... 
doi:10.4230/oasics.fog-iot.2020.7 dblp:conf/fogiot/StruharBAP20 fatcat:3tw4di7ho5e3jdghn6tyws26fq

Quality-Of-Control-Aware Scheduling of Communication in TSN-Based Fog Computing Platforms Using Constraint Programming

Mohammadreza Barzegaran, Bahram Zarrin, Paul Pop, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
In this paper we are interested in real-time control applications that are implemented using Fog Computing Platforms consisting of interconnected heterogeneous Fog Nodes (FNs).  ...  Given a network topology and a set of control applications, we are interested to synthesize the GCLs for messages such that the quality-of-control of applications is maximized and the deadlines of real-time  ...  Introduction In this paper we focus on Fog Computing Platforms (FCPs) for Industrial Control Applications, consisting of heterogeneous fog nodes (FNs).  ... 
doi:10.4230/oasics.fog-iot.2020.3 dblp:conf/fogiot/BarzegaranZP20 fatcat:lywvebkm25gpzitonz2fjvl5kq

Front Matter, Table of Contents, Preface, Conference Organization

Anton Cervin, Yang Yang, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
Front Matter, Table of Contents, Preface, Conference Organization  ...  Yang Yang is a full professor at ShanghaiTech University, China, serving as the Executive Dean of School of Creativity and Art and the Co-Director of Shanghai Institute of Fog Computing Technology (SHIFT  ...  His research interests include fog computing networks, service-oriented collaborative intelligence, wireless sensor networks, IoT applications, and advanced testbeds and experiments.  ... 
doi:10.4230/oasics.fog-iot.2020.0 dblp:conf/fogiot/X20 fatcat:3vzk6jg6sjed5kj3o7kabomhxq

Realizing Video Analytic Service in the Fog-Based Infrastructure-Less Environments

Qiushi Zheng, Jiong Jin, Tiehua Zhang, Longxiang Gao, Yong Xiang, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
Meanwhile, the emergence of fog computing has brought unprecedented opportunities to provision intelligence services in infrastructure-less environments like remote national parks and rural farms.  ...  However, most of the deep learning algorithms are computationally intensive and impossible to be executed in such environments due to the needed supports from the cloud.  ...  Alternatively, fog computing, introduced by Cisco and widely used in the edge computing context, is expected to provide the architectural support for various Internet of Things (IoT) services while alleviating  ... 
doi:10.4230/oasics.fog-iot.2020.11 dblp:conf/fogiot/ZhengJZG020 fatcat:3on3fb4tm5c2lfa3gv3xorzp6i

Processing LiDAR Data from a Virtual Logistics Space

Jaakko Harjuhahto, Anton Debner, Vesa Hirvisalo, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
We study computing solutions that can be used close to the network edge in I2oT systems (Industrial Internet of Things).  ...  acts as a fog computing node close to the warehouse.  ...  Acknowledgements We would like to thank research assistant Matias Hyyppä for his work on the dataset creation tools and the anonymous reviewers of this paper for their valuable comments.  ... 
doi:10.4230/oasics.fog-iot.2020.4 dblp:conf/fogiot/HarjuhahtoDH20 fatcat:uipe2vpckjfszhxyjmgypoeoye

Fog computing and its role in the internet of things

Flavio Bonomi, Rodolfo Milito, Jiang Zhu, Sateesh Addepalli
2012 Proceedings of the first edition of the MCC workshop on Mobile cloud computing - MCC '12  
Fog Computing extends the Cloud Computing paradigm to the edge of the network, thus enabling a new breed of applications and services.  ...  In this paper we argue that the above characteristics make the Fog the appropriate platform for a number of critical Internet of Things (IoT) services and applications, namely, Connected Vehicle, Smart  ...  Figure 1 : 1 The Internet of Things and Fog Computing http://www.lispmob.org  ... 
doi:10.1145/2342509.2342513 dblp:conf/sigcomm/BonomiMZA12 fatcat:uifutka3yfhs5ajj5niaua2cmi

From Vehicular Networks to IoT for Smart Roads: How a Communication Engineer Can Help Solve Transportation Problems

Guoqiang Mao, Yang Yang, Anton Cervin
2020 Workshop on Fog Computing and the Internet of Things  
techniques to transportation and how the applications of advanced sensing and communication techniques can help solve crucial transportation problems.  ...  its desired impact, we need to think beyond the traditional communication domain, and start to ponder the deeper-level questions of what fundamental changes can be brought by advanced sensing and communication  ...  © Guoqiang Mao; licensed under Creative Commons License CC-BY 2nd Workshop on Fog Computing and the IoT (Fog-IoT 2020).  ... 
doi:10.4230/oasics.fog-iot.2020.2 dblp:conf/fogiot/Mao20 fatcat:l5ttfluwp5d2llafhhwh723erm

Towards quality-of-control-aware scheduling of industrial applications on fog computing platforms

Mohammadreza Barzegaran, Anton Cervin, Paul Pop
2019 Proceedings of the Workshop on Fog Computing and the IoT  
These control applications are virtualized as software tasks running on a Fog Computing Platform that brings computing and deterministic communication closer to the edge of the network, where the industrial  ...  We are interested to determine the mapping of the tasks and a schedule table of their activation, such that we maximize the quality-of-control for the control tasks and meet the timing requirements for  ...  764785, FORA-Fog Computing for Robotics and Industrial Automation.  ... 
doi:10.1145/3313150.3313217 dblp:conf/iotdi/BarzegaranCP19 fatcat:4ahwar46ybfozpycc23e2yflqi

Latency prediction in 5G for control with deadtime compensation

Johan Ruuskanen, Haorui Peng, Alexandre Martins
2019 Proceedings of the Workshop on Fog Computing and the IoT  
In this paper we explore and demonstrate the possibility of compensating for the unknown and time-varying latency introduced by a 5G mobile network for control of a latency-sensitive plant.  ...  With the promise of increased responsiveness and robustness of the emerging 5G technology, it is suddenly becoming feasible to deploy latency-sensitive control systems over the cloud via a mobile network  ...  The authors are members of the LCCC Linnaeus Center and the ELLIIT Excellence Center at Lund University.  ... 
doi:10.1145/3313150.3313227 dblp:conf/iotdi/RuuskanenPM19 fatcat:cyhiszdtqzdcllvnsq67s6ebka
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