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Volkan Gezer - A Modular and Scalable Software Reference Architecture for Decentralized Real-Time Execution on Edge Computing

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Volkan Gezer

A Modular and Scalable Software Reference Architecture for Decentralized Real-Time Execution on Edge Computing

Series: Informatik/ Kommunikation

Volume 874 2021

Results in this title

Software Reference Architecture S. 65-82

„… 65 4 Software Reference Architecture This chapter describes a software reference architecture for …” „… ‐ ment the defined software reference architecture in this thesis to exploit the benefits of Edge …” „… as the servers and End Devices have enough 66 Chapter 4: Software Reference Architecture Figure 4.2 …”

Introduction S. 1-10

„… believed to solve. Next, the work introduces a conceptual software reference architecture for Edge Servers …” „… of existing literature, no reference architectures real‐ izing these concepts were found. To validate …” „… the reference architecture, based on the concepts, a software framework, called Real‐Time Edge …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… Fortschritt- Berichte VDI A Modular and Scalable Software Reference Architecture for …” „… _10_874_Cover.pdf · Seite 2 2 2 A Modular and Scalable Software Reference Architecture for Decentralized …” „… Scalable Software Reference Architecture for Decentralized Real-Time Execution on Edge Computing …”

Conclusion and Outlook S. 116-128

„… Chapter 5, the concepts were proven creating a framework based on the reference architecture and using two …” „… features of the reference architecture, and lists assumptions and limitations to be considered for the …” „… these Edge Servers. There exist several reference architectures from different initiatives in the domain …”

State of the Art S. 11-54

„… work. This thesis proposes a software reference architecture for Edge Servers to enable collaborative …” „… reference architectures nor frameworkswere found that feature these specifications. The next sectionwill …” „… another reference architecture [Op17]. This architecture names the core principles as pillars. Pillars …”

Bibliography S. 129-152

„… Systems, tech. rep., July 2008. [IE18a] IEEE: Standard for Adoption of OpenFog Reference Architecture for …” „… / cloud / garage / architectures / iotArchitecture/reference-architecture. [IB68] IBM: IBM System/360 …” „… - thegrowth-of-the-internet-of-things/. [Op17] OpenFog Consortium: OpenFog Consortium Reference Architecture for Fog Com‐ puting …”

Implementation and Validation S. 83-115

„… (OS) independent software reference architecture could be designed for Edge Servers in the Edge …” „… and the one between two Edge Servers in Fig. 4.4. Following the concept in the reference architecture …” „… PNG or JPG formats. 5.6 Edge Server Creation A software reference architecture as a solution to the …”

Scheduling and Decision Making Methodology S. 55-64

„… the work. The proposed software reference architecture deals with these problems and defines the …” „… chapter will explain how a software reference architecture can be built based on the previous knowledge. …”

doi.org/10.51202/9783186874108

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VDI Wissensforum GmbH (ed.)

Automation 2021

Series: VDI-Berichte

Volume 2392 2021

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V. Gowtham, A. Willner, W. Pilar von Pilchau, J. Hähner, M. Riedl, N.-S. Koutrakis, J. Polte, E. Uhlmann, J. Tayub, V. Frey A Reference Architecture enabling Sensor Networks based on homogeneous AASs S. 5-16

„… A Reference Architecture enabling Sensor Networks based on homogeneous AASs V. Gowtham …” „… comprises a reference architecture, in particular for sensor networks, that present a guideline of how to …” „… related work that has been done in this field. In Section 4 we present our reference architecture in an …”

D. Díez Álvarez, U. Berger AIQIIA: General AI Quality Inspector for Industrial Applications S. 491-504

„… and Reference are processed through the same feature extraction modules. Architecture (output …” „… reference item is available. The currently high time and effort consuming task of developing a new …” „… inspection process is simplified to the selection of that reference. The method is based on meta-learning …”

S. Grüner, M. Hoernicke, A. Kehl, C. Barth, M. Freund, M. Hoffmeister, T. Klausmann Integration von Module Type Package und Industrie 4.0 Verwaltungsschale S. 421-432

„… information as well as references thereto during the lifecycle is one of the cornerstones of Industry 4.0 …” „… architecture. This manifests in IEC 62830 and the RAMI 4.0 model. The meta model of the AAS follows this …” „… submodel. 3. Possibility to cross-reference single MTP elements from defined submodels. Example …”

A. Karaagac, J. O. Schmitt, D. O. Schulz Bridging the Gap in Digital Systems using Automated Model Transformation Concepts S. 169-182

„… mechanisms as part of an information-centric architecture to overcome this semantic gap. The proposed …” „… , parameter-value) and structural aspects (e.g. following references, child of). Internally, such Transformation …” „… input/output of a Transformation can be one or multiple information models (incl. references between those or …”

N. Maisch, M. Both, J. Müller Interoperable Interaktionen semantisch heterogener Industrie 4.0 Komponenten auf Basis einer Capability Ontologie für die Technische Gebäudeausrüstung S. 691-704

„… referenziert werden. Mit der Smart Applications REFerence Ontology (SAREF) [24] können Assets innerhalb von …” „… and reference designations. Part 2: Classification of objects and codes for classes (2019 …” „… Architecture, Engineering and Construction Domain - A Case Study: Schneider, Georg. The 7th Linked Data in …”

T. Zeun, A. Frotzscher, A. Nicklas, E. Schmitt, D. Schulze-Zipper, H. Zipper Selbstorganisation und Co-Management verteilter Automatisierungssysteme mit dem Kommunikationssystem S. 751-762

„… . In this paper a system architecture model and its implementation in a system simulation using the …” „… [10]. Within the TACNET 4.0 project, a communications architecture addressing the needs of future …” „… industrial IoT networks was developed [11]. Based on 5G, the detailed architecture proposes several …”

N. Schoch, J. Schlake, S. Grüner, J. Heuschkel Orchestration of Co-Simulations with FMU Integration as a Service S. 447-460

„… future-proof, as they comply with AAS, OPC UA, and cloud-based simulation architectures. AAS-based models …” „… architecture and infrastructure setup will be outlined, and the overall workflow will be presented. A …” „… solution and architecture is designed to extensibly allow for and be able to guarantee scalability and …”

Titelei/Inhaltsverzeichnis S. I-XVI

„… – Digitaler Zwilling A Reference Architecture enabling Sensor Networks based on homogeneous AASs …” „… – Security NAMUR Open Architecture – Security for NOA …”

C. Sonntag, D. Wolff, D. Bleidorn, E. Balling, F. Marx Maximizing Efficiency and Transparency in Batch Processing with Simulation-driven Predictive Decision Support S. 249-260

„… operator. The data architecture is open and independent on specific IT/OT providers, thus ensuring wide …” „… . VDI-Berichte Nr. 2392, 2021252 Figure 1: Conceptual overview of the INOSIM Foresight software architecture …” „… Foresight architecture supports an arbitrary number of realitypredictive simulations of models that may have …”

I. Amihai, R. Gitzel, A. Boyaci Compression and Fault Diagnosis of High Frequency Sensor Data S. 545-556

„… constructed using many types of neural network architectures. The simplest form is of a feed-forward neural …” „… clusters of data based on their reconstruction errors. VDI-Berichte Nr. 2392, 2021554 REFERENCES [1 …” „… : https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.resample.html. [9] F. Pedregosa, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas …”

S. Janzen, N. Öksüz, J. Sporkmann, M. Schlappa, J. Gerhard, L. Ortjohann, P. A. Becker Smart Resilience Services for Industrial Production S. 621-636

„… a unique reference concept, evaluation of narratives was conducted by rating them with “+”, “-“ and …” „… implementing SRS on a SPAICER platform compliant with GAIA-X, reference implementations of AI core modules are …” „… , J. (2010). Documenting Software Architectures: Views and Beyond (2. Auflage). Pearson Education …”

D. Patel, A. Hoell, T. Schildknecht, E. Eberhardt, V. Seelman, P. Becker, M. Stumpert A look inside functional safety over 5G S. 155-168

„… . Furthermore, 5G deployment architecture along with different technical enablers for the reliability and …” „… architecture for the functional safety communication (source:Ericsson) Fig. 2: 5G System as black channel …” „… with spectrum licenses for industrial segment in Germany. Reference [1] Integration of Industrial …”

S. Baer, S. Pol, D. Turner, F. Baer, T. Meisen Scaling a Reinforcement Learning Approach for Online Job Shop Scheduling in Flexible Manufacturing Systems to Various Products S. 505-516

„… ) architectures, trained to find the correct dispatching rules for every machine. In contrast, we control …” „… optimization objective for multiple agents. The network architecture consists of an input layer with a size …” „… will look into optimizing the created schedules by examining the aspect of cooperation. References …”

doi.org/10.51202/9783181023921

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VDI Wissensforum GmbH (ed.)

Automation 2018

Series: VDI-Berichte

Volume 2330 2018

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T. Meyer, S. Munske, S. Weyer, V. Brandstetter, J. C. Wehrstedt, M. Keinan Classification of application scenarios for a virtual commissioning of CPS-based production plants into the reference architecture RAMI 4.0 S. 773-784

„… plants into the reference architecture RAMI 4.0 Dr. rer. pol. Torben Meyer, Dipl.-Ing. Silke Munske …” „… , Tel Aviv, Israel Abstract The Reference Architecture Model for Industrie 4.0 (RAMI 4.0) serves …” „… automotive industry. 2. Reference Architecture Model for Industrie 4.0 (RAMI 4.0) In order to achieve a …”

M. Ehrlich, D. Lang, M. J. Mytych, T. Malischewski, J. Jasperneite Preparing Smart Sensors for Industrie 4.0: Requirements, Potentials, and Solutions S. 995-1008

„… institutes currently works on the so-called Reference Architecture Model Industrie 4.0 (RAMI4.0) under the …” „… . [8] Deutsches Institut für Normung e.V., „DIN SPEC 91345: Reference Architecture Model Industrie …” „… ]. Therefore, a holistic networking architecture from the field level up to the higher layers of the …”

A. Fay, F. El Sakka, U. Löwen, A. Schertl, S. Runde, M. Schleipen Zusätzliche Wertschöpfung mit digitalem Modell: Neue Rollen im Anlagen-Lebenszyklus S. 717-728

„… Internet Reference Architecture“ (siehe [4]), detaillierter analysiert hinsichtlich: - Veränderungen im …” „… Internet Reference Architecture Technical Report, Version 1.8, Januar 2017. Quelle …” „… Varianten des DDA darstellen und orientiert am „Business Viewpoint“ der „Industrial Internet Reference …”

F. Mendoza, R. Braun Embedded Device Integration Technologies S. 307-318

„… Architecture (NOA) [6]. Fig. 1: FDI – The Big Picture [5] FDI defines a sophisticated, platform and …” „… references to nodes from the ParameterSet, MethodSet, as well as other FunctionalGroups. With reasonable …” „… portable to other Cortex-M architectures, allowing it to be reused for other products. The OPC UA sever on …”

U. Kannengiesser, H. Müller Engineering von Industrie 4.0-Anwendungen ohne Multidisziplinäre Alleskönner: Ein Sichtenorientierter Ansatz S. 571-582

„… 1: Reference Architecture, Industrial Internet Consortium, Needham, MA, 2017. [5] Walewski J.W …” „… Literaturangaben [1] ISO/IEC/IEEE 42010:2011: Systems and Software engineering – Architecture Description …” „… . & Heiles J.: Using the view model to contextualize and explain systemof-systems architecture models, in …”

A. Herget, M. Birtel, S. Weyer, M. Ruskowski Blockchain in der Produktionsautomatisierung? – Einblick, Überblick, Ausblick S. 81-94

„… (Erstausgabe 1983) [36] IBM: Blockchain reference architecture. IBM …” „… Taxonomy of Blockchain-Based Systems for Architecture Design. , IEEE International Conference on Software …” „… Architecture (ICSA), 2017 [7] The Linux Foundation Projects: Hyperledger. https://www.hyperledger.org/, 2018 …”

Jiaying Lin, Z. Lou, R. Zweigel, D. Abel Cooperative localization of a networked multi-vehicles system using multi-rate distributed estimation S. 1081-1092

„… . 3: Two-stage architecture for multi-rate distributed estimation The delay of the measurements in …” „… result is taken in Fig. 8, which shows the 3D position error of the DEKF in compare of the reference in …” „… estimator. The RTK solution will be taken as reference. More real-world tests will be done in the future to …”

D. Pfeiffer, M. Becker Automatisierung von Kälteanlagen mit Einbindung in ein Demand Side Management – Einbindung von übergeordneten Algorithmen in neue Kommunikationskonzepte S. 933-946

„… Reference Architecture. 2012 [5] DIN SPEC 91345: Referenzarchitekturmodell Industrie 4.0 (RAMI4.0). Berlin …” „… into the overall system and on the other hand the translation into a suitable architecture model for …” „… Architecture. Berlin: Springer 2009 [14] BIG-EU, OPC Foundation: OPC UA Information Model for BACnet. Public …”

T. Schröder, C. Diedrich Zero-Click-Configuration von OPC UA-Servern für die Umsetzung von Verwaltungsschalen S. 1093-1104

„… (DeleteNodes) von Nodes sowie das Anlegen (AddReferences) und Entfernen (DeleteReferences) von Referenzen …” „… .; Pérez, F.; Estévez, E.; Marcos, M.: OPC-UA communications integration using a CPPS architecture. 2016 …”

A. Friesen, H. Flatt, J. Jasperneite, F. Becker, H. Ruwe Autokonfiguration von Multiprotokoll-I/O-Modulen nach einem Gerätetausch S. 1069-1080

„… fault-tolerant real-time microcontroller with multiprocessor architecture,“ in 2016 MIXDES - 23rd International …” „… digitale Eingänge, 4 universelle digitale Kanäle FEN20-4DIP-4DXP,“ 2017. [11] Turck Inc., „ARGEE Reference …”

C. Hildebrandt, A. Fay, W. Klein, J. C. Wehrstedt Ontology-based Simulation of Manufacturing Systems in Open and Dynamic Contexts S. 663-678

„… web based architecture of OWL supports the model sharing. The authors of [17] claim that extracting …” „… these issues, they propose an architecture for the representation of both, the simulation´s in- and …” „… ) under grants number 01IS16043Q and 01IS16043U – Collaborative Embedded Systems (CrESt). References …”

H. Elfahaam, F. Palm, C. Wagner, M. Azarmipour, U. Epple Redeployment in Industrie 4.0 S. 393-406

„… . VDI-Berichte Nr. 2330, 2018404 Literaturverzeichnis [1] (Status Report- Reference Architecture Model …”

Titelei/Inhaltsverzeichnis S. I-XXI

„… plants into the reference architecture RAMI 4.0 …”

M. Linsinger, J. Kutschinski, J. Stecken, B. Kuhlenkötter Mensch-Roboter-Kollaboration im Schaltschrankbau – Konzept zum Setzen von Endhalterklemmen bei der Klemmenleistenmontage S. 95-108

„… .): Handbuch Industrie 4.0. Bd. 2: Automatisierung. Sammelwerk. Springer Reference Technik, Bd. 2. Berlin …” „… - Architecture and general requirements [15] Datenaustauschformat für Planungsdaten industrieller …”

V. Brandstetter, J. C. Wehrstedt, T. Meyer, S. Munske Virtuelle Inbetriebnahme cyber-physikalischer Produktionssysteme mit gekoppelten Simulationsmodellen S. 785-798

„… virtual commissioning of CPS-based production plants into the reference architecture RAMI 4.0 …”

doi.org/10.51202/9783181023303

Mahyar Azarmipour - Virtualisierung prozessnaher Steuerungen in der Prozessautomatisierung

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Mahyar Azarmipour

Virtualisierung prozessnaher Steuerungen in der Prozessautomatisierung

Series: Mess-, Steuerungs- und Regelungstechnik

Volume 1275 2022

doi.org/10.51202/9783186275080

VDI Wissensforum GmbH - ELIV-MarketPlace 2022

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VDI Wissensforum GmbH (ed.)

ELIV-MarketPlace 2022

Series: VDI-Berichte

Volume 2405 2022

Results in this title

P. Granados, J. Nguyen Real Life performance of IEEE 1722 Control Format (ACF) – In future oriented networking architectures S. 229-238

„… future oriented networking architecturesConventional Automotive Networks and AVTP Control Format …” „… performance between UDP and ACF in Zonal ArchitectureFurther optimization possibilitiesEfficiency increase …” „… . All rights reserved.In Zonal ArchitectureNo significant difference in performance could be observed …”

S. Singer Next generation SOC’s for domain and zonal architectures – Implications for required semiconductors S. 161-172

„… architectureMajority of nodes. Include legacy automotive ECUs and in some cases could be commodity across many …” „… Next generation SOC’s for domain and zonal architectures Implications for required semiconductors …” „… vehicle E/E architecture. Most current vehicle architectures are built around functional domains …”

T. Zipper Wireless Services in Next Generation E/E Architectures S. 181-188

„… distributionConnectivity Safety / SecuritySoftware ArchitectureNew business modelsVarious services (eHorizon, Apps) enabled …” „… level, SW/HW level Power and communication architectureE/E Architecture In-Vehicle ServerWorldwide …” „… architectureSimplified analysis processNext generation readiness, homologation| Th. Zipper, K.H. Putz | 16 November 2022 …”

Titelei/Inhaltsverzeichnis S. I-XIV

„… ? � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � �1 J. Flemming, P3 automotive GmbH, Stuttgart f Architecture/Engineering – TestingVirtual E/E Test …” „… Platform – co-exploration, optimization and validation of ECU architecture and software in the context of …” „… Software Defined Vehicles and Service Oriented Architecture …”

M. Tanimou, T. Stumpf Centralized Architecture in Commercial Vehicles and its impact on Software defined Architecture S. 403-412

„… Electric/electronical architecturesE/E architectureSolutions for future E/E architecture1Commercial Vehicles and …” „… architectureDomain-centralized E/E architectureVehicle unitsStart of production …” „… wheelsSoftware defined architecture leads to avehicle-centralized E/E architectureEnabling cross-domain software …”

F. Klebert NDS – The Development and Use of a Worldwide Standard for Map Data S. 315-324

„… NDS.Live with the so-called smart layers and data containers as well as the overall architecture. We will …” „… relevant for a broad set of use cases or as a general reference for all other dataRoads or display data …” „… and reference transport layersELIV Marketplace November 16, 2022 | 10NDS.Live HD and ADAS map is …”

V. Horvath, H. Laine, G. Blahut, A. Késmárki, M. Pfeifle Streaming Map Data Efficiently from Cloud to ECUs – A Cost-Efficient and Self-Adapting Solution for Intelligent Speed Assistance S. 239-248

„… cost-effective and reliable way to implement ISA. In Section 2, we introduce the overall architecture of our …” „… . 2. Overall Architecture In Figure 2, the overall architecture for a scalable ISA solution is …” „… described. Fig. 2: Overall ISA Architecture VDI-Berichte Nr. 2405, 2022 241 Server. Map data is …”

doi.org/10.51202/9783181024058

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