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Search term found in 17 topics, 105 references:
  1. Match in topic text:

    ...arch challenges on how to efficiently scale the computational resources to process all information in real-time, while minimizing the costs for leasing the co

    Matches in 27 references:

    • [Article] C. Hochreiner et al., "VISP: An Ecosystem for Elastic Data Stream...
      C. Hochreiner et al., "VISP: An Ecosystem for Elastic Data Stream Processing for the Internet of Things," 20th IEEE Intern. Conference on Enterprise Dis
    • [Article] C. Hochreiner et al., “Elastic Stream Processing for Distribute...
      C. Hochreiner et al., “Elastic Stream Processing for Distributed Environments,” in ''IEEE Internet Computing'', vol. 6, 20
    • [Article] V. Cardellini et al., “Distributed QoS-aware scheduling in Stor...
      Storm is a distributed stream processing system that has recently gained increasing interest. We extend Storm to mak
    • [Article] T. Akidau et al., "MillWheel: Fault-tolerant Stream Processing at...
      T. Akidau et al., "MillWheel: Fault-tolerant Stream Processing at Internet Scale," in ''Very Large Databases (VLDB) Endowment'', 2013.
    • [Article] A. Ishii and T. Suzumura, "Elastic Stream Computing with Clouds,"...
      ...n as data stream processing, has emerged as a new processing paradigm that processes incoming data streams from tremendous numbers of sensors in a real-time fas
    • [Article] B. Satzger et al., "Esc: Towards an Elastic Stream Computing Plat...
      ...ata are batch-oriented. However, many scenarios require continuous, online processing of data streams and events. We present ESC, a new stream computing engine.
    • [Article] M. Eckert and F. Bry, "Complex event processing (CEP)," in ''Info...
      M. Eckert and F. Bry, "Complex event processing (CEP)," in ''Informatik-Spektrum'', Springer, 2009
    • [Article] L. Amini et al., "SPC: A Distributed, Scalable Platform for Data ...
      The Stream Processing Core (SPC) is distributed stream processing middleware designed to support applications that extract information from a
    • [Article] D. Abadi et al., "The Design of the Borealis Stream Processing En...
      D. Abadi et al., "The Design of the Borealis Stream Processing Engine," in ''Proceedings of Conference on Innovative Data Systems Research
    • [Article] M. Cherniack et al., "Scalable Distributed Stream Processing," ''...
      M. Cherniack et al., "Scalable Distributed Stream Processing," ''Proceedings of the Conference on Innovative Data Systems Research'', As
    • [Article] U.J. Kapasi et al., "Programmable Stream Processors," in ''Comput...
      Stream processing promises to bridge the gap between inflexible specialpurpose
    • [Article] Z. Shen et al., "CSA: Streaming Engine for Internet of Things," i...
      ...in IOT applications, and embedding such processing in the network enables processing to be placed closer to the sources of data in widely distributed environmen
    • A realtime, distributed, fault-tolerant stream processing engine from Twitter
    • [Software] Apache Apex
      ...platform that unifies stream processing as well as batch processing. Apex processes big data in-motion in a highly scalable, highly performant, fault tolerant,
    • [Software] VISP - An Ecosystem for Elastic Data Stream Processing for the In...
      VISP - An Ecosystem for Elastic Data Stream Processing for the Internet of Things
    • [Software] Apache Samza
      Apache Samza is a distributed stream processing framework. It uses Apache Kafka for messaging, and Apache Hadoop YARN to pr
    • [Software] S4 distributed stream computing platform
      ...ggable platform that allows programmers to easily develop applications for processing continuous unbounded streams of data.
    • [Software] Apache Storm
      ...e distributed realtime computation system. Storm makes it easy to reliably process unbounded streams of data, doing for realtime processing what Hadoop did fo
    • [Software] Microsoft Stream Analytics
      Real-time stream processing in the cloud
    • [Software] Amazon IoT
      ...AWS IoT can support billions of devices and trillions of messages, and can process and route those messages to AWS endpoints and to other devices reliably and
    • [Software] Google Cloud Dataflow
      ...el and a managed service for developing and executing a wide range of data processing patterns including ETL, batch computation, and continuous computation. Clou
    • [Project] PrEstoCloud Project (2016–2019): Proactive Cloud Resources Mana...
      ...ed-value for attracting early adopters, thus initialising the exploitation process early on.
    • [Project] LeanBigData (2014–2017): Ultra-Scalable and Ultra-Efficient Int...
      ...l data, paving the way for deployment in the context of realistic business processes.
    • [Project] NewsReader (2013–2015): Building structured event indexes of la...
      ...on incomplete, inaccurate and out-of-date information.<br/>NewsReader will process news in 4 different languages when it comes in. It will extract what happen
    • [Project] CityPulse (2013–2016): Real-Time IoT Stream Processing and Larg...
      CityPulse (2013–2016): Real-Time IoT Stream Processing and Large-scale Data Analytics for Smart City Applications, FP7 SMARTCITIES
    • [Project] SMART VORTEX (2010–2014): Scalable Semantic Product Data Stream...
      ...ducts in use. These projects are basically large distributed collaborative processes, where people from different domains of expertise and different organizatio
    • [Project] AMIDST (2005–2008): Analytical methods in the development of sc...
      ...cludes rese arch in how to design and optimize polymer-based materials and processes for advanced technologies in the context of industrial production and marke
  2. Match in topic text:

    ...duction-oriented manufacturing processes to service-oriented manufacturing process networks by modelling single manufacturing assets as services in a similar

    Matches in 19 references:

    • [Article] L. Mazzola, P. Kapahnke, P. Waibel, C. Hochreiner, M. Klusch, "FC...
      ...Waibel, C. Hochreiner, M. Klusch, "FCE4BPMN: On-demand QoS-based Optimised Process Model Execution in the Cloud", in Proc. 23rd IEEE International Technology
    • [Article] O. Skarlat et al., "Towards a Methodology and Instrumentation Too...
      ...tion of well-known principles from the fields of Cloud Computing, Business Process Management (BPM), and Internet of Things (IoT) to the manufacturing domain.
    • [Article] O. Skarlat, "Elastic Manufacturing Process Landscapes," in 8th ZE...
      O. Skarlat, "Elastic Manufacturing Process Landscapes," in 8th ZEUS Workshop (ZEUS 2016), Vienna, Austria, 2016, pp. 5
    • [Article] R. F. Babiceanu, and R. Seker, "Big Data and virtualization for m...
      ...ional levels. Moreover, a sensor-packed manufacturing system in which each process or piece of equipment makes available event and status information, coupled
    • [Article] Radu F. Babiceanu and Remzi Seker, "Big Data and virtualization f...
      ...ional levels. Moreover, a sensor-packed manufacturing system in which each process or piece of equipment makes available event and status information, coupled
    • [Article] Radu F. Babiceanu and Remzi Seker, ''Big Data and virtualization ...
      ...ional levels. Moreover, a sensor-packed manufacturing system in which each process or piece of equipment makes available event and status information, coupled
    • [Article] Y. Zhang et al., "Research on services encapsulation and virtuali...
      ...the capability of the machine could be actively perceived, the production process is transparent and can be timely visited, and the virtualized machine could
    • [Article] S. Schulte et al., "Towards Process Support for Cloud Manufacturi...
      S. Schulte et al., "Towards Process Support for Cloud Manufacturing," ''18th IEEE International Enterprise Dist
    • [Article] Y. Lu et al., "Development of a Hybrid Manufacturing Cloud," ''Jo...
      ...ogy is developed to enhance semantic interoperability throughout the whole process of service provision in the clouds. A Cloud Management Engine is developed
    • [Article] T. Rahmani et al., "Ontology-based integration of heterogenoeus m...
      ...itting characteristics are needed. Yet, their extraction and manufacturing process causes a substantial negative environmental impact. Material information ar
    • [Article] N. Liu, and X. Li, "A Resource Virtualization Mechanism for Cloud...
      ...turing cloud service. The proposed method is applied to the virtualization process of an aerospace company. Effectiveness and efficiency are illustrated for t
    • [Article] T. Grubic et al., "Integrating process and ontology to support su...
      T. Grubic et al., "Integrating process and ontology to support supply chain modelling," ''Journal of Computer Inte
    • [Project] C2NET (2015-2018): Cloud Collaborative Manufacturing Networks. Ho...
      ...g from real-world resources and considering all the actors involved in the process. As information will be available in the cloud, C2NET Cloud Platform will e
    • [Project] EuroCPS (2015-2018): Pan-European Project to Help Innovative Comp...
      ...existing manufacturing systems will also take place in CREMA, however, the process of virtualisation of manufacturing resources and servitization of manufactu
    • [Project] IMMORTAL (2015-2018): Integrated Modelling, Fault Management, Ver...
      ...CPSs with improved reliability and extended effective lifetime, aging and process variations. In line with the expected impacts of the Call, the project will
    • [Project] UnCoVerCPS (2015-2018): Unifying Control and Verification of Cybe...
      ...We present completely new methods for deverticalisation of the development processes by a generic and holistic approach towards reliable cyber-physical systems
    • [Project] CloudFlow (2013-2016): Cloud Computing for Engineering Workflows....
      ...emphasis on all these issues but in a way that provides full manufacturing process lifecycle: from virtualisation of the manufacturing assets to the modelling
    • [Project] CloudSME (2013–): Simulation for manufacturing and engineering....
      .... CREMA provides manufacturing Data-as-a-Service and elastic manufacturing process execution based on that data. CloudSME methodology can be taken into accoun
    • [Project] ManuCloud (2010-2013): The next-generation Manufacturing as a ser...
      ...ity on the production network layer on the one hand and on the factory and process levels on the other hand.
  3. Match in topic text:

    ...rch effort was spent on systems for supporting flexible processes through''process adaptation''. In dynamic environments where business requirements continuou

    Matches in 19 references:

    • [Article] G. Kahl, M. Klusch, I. Zinnikus, J. Schimmelpfennig, M. Zapp, "AD...
      ...lusch, I. Zinnikus, J. Schimmelpfennig, M. Zapp, "ADIGE: Semantic Business Process Management for Smart Retail Environments", in Proc. 17th ACM International
    • [Article] T. Burkhart et al., "Towards Process-Oriented Recommender Capabil...
      ...art et al., "Towards Process-Oriented Recommender Capabilities in Flexible Process Environments - State of the Art," ''45th Hawaii International Conference on
    • [Article] A. Tiwari et al., "Re-configurable Business Processes: A Web Serv...
      A. Tiwari et al., "Re-configurable Business Processes: A Web Service Based Approach," ''7th International Conference on Digital E
    • [Article] T. Burkhart et al., "A flexible approach towards self-adapting pr...
      T. Burkhart et al., "A flexible approach towards self-adapting process recommendations," ''Journal of Computing and Informatics'', vol. 30, pp. 10
    • [Article] J. Mejia Bernal, "Dynamic Context-Aware Business Process: A Rule-...
      J. Mejia Bernal, "Dynamic Context-Aware Business Process: A Rule-Based Approach Supported by Pattern Identification," ''ACM Symposiu
    • [Article] Z. Mounira and B. Mahmoud, "Context-Aware Process Mining Framewor...
      ...unira and B. Mahmoud, "Context-Aware Process Mining Framework for Business Process Flexibility," ''12th International Conference on Information Integration an
    • [Article] T. Burkhart and P. Loos, "Flexible Business Processes - Evaluatio...
      T. Burkhart and P. Loos, "Flexible Business Processes - Evaluation of Current Approaches," ''Multikonferenz Wirtschaftsinformatik
    • [Article] M. de Leoni, "Adaptive Process Management in Highly Dynamic and P...
      M. de Leoni, "Adaptive Process Management in Highly Dynamic and Pervasive Scenarios," ''4th European Young
    • [Article] A. Bucchiarone et al., "Adaptation of Service-based Business Proc...
      A. Bucchiarone et al., "Adaptation of Service-based Business Processes by Context-Aware Replanning, S-Cube Project," ''6th Annual IEEE Int. Conf.
    • [Article] H. Schonenberg et al., "Supporting Flexible Processes through Rec...
      ...h Recommendations Based on History," in M. Dumas et al. (eds.): ''Business Process Management'', pp. 51–66, Berlin/ Heidelberg, Springer, 2008. doi:10.1007/
    • [Article] K. Vergidis, "Business Process Optimisation Using an Evolutionary...
      K. Vergidis, "Business Process Optimisation Using an Evolutionary Multi-Objective Framework," PhD thesis,
    • [Article] Y. Xia and J. Wei, "Context-driven Business Process Adaptation fo...
      Y. Xia and J. Wei, "Context-driven Business Process Adaptation for ad hoc Changes," ''IEEE International Conference on e-Busine
    • [Article] M. Born, J. Hofmann, T. Kaczmarek, M. Kowalkiewicz, I. Markovic, ...
      ...cluna, I. Weber, X. Zhou, "Semantic Annotation and Composition of Business Processes with Maestro for BPMN", in Proc. 5th European Semantic Web Conference, Demo
    • [Article] K. Vergidis et al., "Optimisation of Business Process De-signs: A...
      K. Vergidis et al., "Optimisation of Business Process De-signs: An Algorithmic Approach with Multiple Objectives," ''Journal of P
    • [Article] H.A. Reijers and S. Liman-Mansar, "Best Practices in Business Pro...
      H.A. Reijers and S. Liman-Mansar, "Best Practices in Business Process Redesign: An Overview and Qualitative Evaluation of Successful Redesign Heu
    • [Article] S. Dustdar, "Caramba - A Process-Aware Collaboration System Suppo...
      S. Dustdar, "Caramba - A Process-Aware Collaboration System Supporting Ad Hoc and Collabo-rative Processes i
    • [Article] M. Reichert et al., "ADEPT Workflow Management System: Flexible S...
      ...(Tool Presentation)," in A.H. ter Hofstede and M. Weske (eds.), ''Business Process Management'', pp. 370–379, Berlin/ Heidelberg, Springer, 2003. doi:10.100
    • [Article] I. Hofacker and R. Vetschera, "Algorithmical Approaches to Busine...
      I. Hofacker and R. Vetschera, "Algorithmical Approaches to Business Process Design," ''Journal of Computers and Operations Research'', vol. 28, pp. 125
    • [Article] C. Huth et al., "Groupprocess: Using Process Knowledge from the P...
      C. Huth et al., "Groupprocess: Using Process Knowledge from the Participative Design and Practical Operation of ad hoc P
  4. Match in topic text:

    ...ational resources appropriately: To lease resources when needed, to deploy process activities (in terms of single manufacturing services) onto those resources

    Matches in 19 references:

    • [Article] C. Chang et al., "Mobile Cloud Business Process Management System...
      C. Chang et al., "Mobile Cloud Business Process Management System for the Internet of Things: A Survey," ACM Computing Surv
    • [Article] P. Hoenisch et al., "Optimization of Complex Elastic Processes," ...
      ...e level during Cloud-based process enactment. Therefore, new solutions for process scheduling and resource allocation are required to tackle these challenges.
    • [Article] S. Schulte et al., "Elastic Business Process Management: State of...
      S. Schulte et al., "Elastic Business Process Management: State of the Art and Open Challenges for BPM in the Cloud," ''F
    • [Article] S. Euting et al.. Scalable Business Process Execution in the Clou...
      S. Euting et al.. Scalable Business Process Execution in the Cloud. ''IEEE Intern. Conf. on Cloud Engineering (IC2E 201
    • [Article] Z. Cai et al., "Critical Path-Based Iterative Heuristic for Workf...
      ...l path are utilized to construct the next new critical path. The iterative process stops as soon as the total duration of the newly found critical path is no
    • [Article] S. Schulte et al., "Cost‐Driven Optimization of Cloud Resource ...
      ...ations or a large number of applications need to be executed concurrently, process owners may have to allocate extensive computational resources, leading to h
    • [Article] P. Hoenisch et al., "Self-Adaptive Resource Allocation for Elasti...
      P. Hoenisch et al., "Self-Adaptive Resource Allocation for Elastic Process Execution," ''IEEE Sixth International Conference on Cloud Computing'', San
    • [Article] P. Hoenisch et al., "Workflow Scheduling and Resource Allocation ...
      ...e extensive computational resources, leading to high fixed costs. Instead, process owners could make use of Cloud-based computational resources, dynamically l
    • [Article] S. Schulte et al., "Introducing the Vienna Platform for Elastic P...
      ...ations or a large number of applications need to be executed concurrently, process owners may have to allocate extensive computational resources, leading to h
    • [Article] S. Schulte et al., "Realizing Elastic Processes with ViePEP," ''S...
      ...is necessary to track the current and future system landscape, monitor the process execution, reason about how to utilize resources in an optimal way, and car
    • [Article] T. Grubic et al., "Integrating process and ontology to support su...
      T. Grubic et al., "Integrating process and ontology to support supply chain modelling," ''Journal of Computer Inte
    • [Article] S. Dustdar et al., "Principles of Elastic Processes," ''IEEE Inte...
      S. Dustdar et al., "Principles of Elastic Processes," ''IEEE Internet Computing'', vol. 15, no. 5, pp. 66–71, 2011.
    • [Software] The Vienna Platform for Elastic Processes
      Traditional Business Process Management Systems (BPMSs) do not consider the needs of elastic processes s
    • [Project] ASAP (2014–2017): A Scalable Analytics Platform. FP7
      ...through metered service. To realize these goals, contributions both during process design time and run time are necessary.
    • [Project] CloudFlow (2013–2016): Cloud Computing for Engineering Workflow...
      ...Workflows are of key importance in today's product/production development processes were products show ever increasing complexity integrating geometry, mechani
    • [Project] CELAR (2012–2015): Managing and Monitoring Elastic Cloud Applic...
      ...acities servitization, providing full life-cycle support for manufacturing processes. In contrast, CloudFlow, SAIL, CELAR, and CloudScale aim at scalability of
    • [Project] CloudScale (2012–2015): Scalability Management for Cloud Comput...
      ...ity and cost. Best practices for scalability will further guide the design process. Additionally, CloudScale will provide tools and methods that detect scalab
    • [Project] SAIL (2010–2013): Scalable and Adaptive Internet Solutions. FP7
      ...acities servitization, providing full life-cycle support for manufacturing processes. In contrast, CloudFlow, SAIL, CELAR, and CloudScale aim at scalability of
    • [Project] JUNIPER (2007–2013): Java Platform for High-Performance and Rea...
      ...the Big Data and elasticity aspects, CREMA furthermore addresses business process optimisation during design and runtime.
  5. Topic: Big Data

    Match in topic text:

    ...wever, powerful tools have been developed to collect, store, analyse, process, and visualize huge amounts of data. ''Open data initiatives ''have been la

    Matches in 5 references:

    • [Software] Apache (TM) Hadoop
      ...che Hadoop software library is a framework that allows for the distributed processing of large data sets across clusters of computers using simple programming mo
    • [Project] BigData4ATM Project (2016-2018) "Passenger-centric Big Data Sourc...
      ...haviour and how this information can be used to inform ATM decision making processes. The project is conducted by a consortium composed by Nommon (Project Coord
    • [Project] datACRON (2016-2018): Big Data Analytics for Time Critical Mobili...
      ...an Big Data Vision towards increasing our abilities to acquire, integrate, process, analyse and visualize data-in-motion and data-at-rest in integrated manner
    • [Project] BISON Project (2015-2018): Big speech data analytics for contact ...
      ...ogy and Telefónica I+D are experts in speech data mining - from R&D, data processing to developing products placed on the market. Telefónica Móviles is an exp
    • [Project] Big Data Europe (2015-2017)
      The growing digitization and networking process within our society has a large influence on all aspects of everyday life. L
  6. Match in topic text:

    ...world. Mostly B and C products are offered to support other manufacturing processes from consuming enterprises. Showcases for products and services are maintai

    Matches in 3 references:

    • [Article] L. Dawei, A. Jiju, "Implications of B2B marketplace to supply cha...
      ...valuate the benefits and challenges that face the supply chain development process, emphasising primarily on the emerging B2B marketplace’s impact on suppli
    • [Article] D. Fensel, Y. Ding, B. Omelayenko, B. ''et al.,'' "Product Data I...
      ...th academics and industrialists who want to provide solutions for this key process in B2B electronic commerce, this article focuses on these challenges for co
    • [Software] Tradeindia
      ...ed for bottlenecks in the supply chain. The sell process is similar to the process from Tatab2b.
  7. Match in general references:

    ...and noisy data streams in real time in order to support the decision process of a large number of concurrent users”(http://streamreasoning.org</re

    Matches in 2 references:

    • [Article] D. Anicic, S. Rudolph, P. Fodor, N. Stojanovic, "Stream reasoning...
      ..., S. Rudolph, P. Fodor, N. Stojanovic, "Stream reasoning and complex event processing in ETALIS," in ''Semantic Web Journal'', 3(4), 2012
    • [Software] Sparkwave -- Continuous SPARQL query answering over RDF streams (...
      ...it supports time-based sliding window to cope with the streaming nature of processed data.
  8. Match in topic text:

    ...aerospace and wind energy industry.</p><p style="text-align: justify">The process of condition monitoring encompasses the steps of data collection, fault det

    Matches in 2 references:

    • [Article] R. Jegadeeshwaran and V. Sugumaran, "Fault diagnosis of automobil...
      ...s and support vector machines," ''Journal of Mechanical Systems and Signal Processing'', 52/53, 2015.
    • [Article] G. Weidl et al., "Object-Oriented Bayesian Networks for Condition...
      ...oot Cause Analysis and Decision Support on Operation of Complex Continuous Processes: Methodology & Applications'', Uni Stuttgart, Hugin Expert A/S, ABB Group S
  9. Match in topic text:

    ...PU, the HoloLens has a Holo Processing Unit (HPU) which is responsible for processing the projection data. Like the Google Glass, the HoloLens has many sensors e

    Matches in 2 references:

    • [Article] R.J. Ugarte, et al., "Augmented reality system to assist in manuf...
      R.J. Ugarte, et al., "Augmented reality system to assist in manufacturing processes", In: Proceedings of the 26th Spanish Computer Graphics Conference. Eurogra
    • [Project] ACCEPT Project (2015–2018), H2020 Programme of the European Com...
      ...ing the construction on site. This provides a standardized and coordinated process for all workers, ensuring that all benefits of energy-efficient building co
  10. Match in topic text:

    ...TLS-enabling ERP and MES systems provide real-time visibility into work-in-process by:</p>

    Matches in 2 references:

    • [Article] G. Gonçalves, et al., "A step forward on Intelligent Factories: ...
      ...cant role on the industrial domain, since monitoring the current machine's process state is notoriously an advantage for shop-floor analysis, and consequently
    • [Article] S. Bader, and M. Aehnelt, "Tracking Assembly Processes and Provid...
      ...knowledge is converted into a probabilistic model that actually tracks the process. As a result, we are able to provide assistance in smart factories. We disc
  11. Match in topic text:

    '''Semantic selection. '''The process of service selection or matchmaking encompasses (a) the pairwise semantic m

    Matches in 2 references:

    • [Article] M. Loskyll, J. Schlick, S. Hodek, L. Ollinger, T. Gerber, B. Pirv...
      ...B. Pirvu, "Semantic service discovery and orchestration for manufacturing processes", Proc. 14th IEEE Intern. Conference on Emerging Technologies and Factory A
    • [Article] M. Klusch, S. Nesbigall, I. Zinnikus, "Model-Driven Semantic Web ...
      ..."Model-Driven Semantic Web Service Matchmaking for Collaborative Business Processes", Proc. 2nd Intern. Workshop on Semantic Matchmaking and Resource Retrieval
  12. Match in topic text:

    ...nents. </font></span>This component shall process the data, which is delivered by the manufacturing assets in a harmonised wa

    Matches in 1 reference:

    • [Article] E.A. Lee, "Cyber physical systems: Design challenges", Proc. 11th...
      ...ion for CPS. It concludes that it will not be sufficient to improve design processes, raise the level of abstraction, or verify (formally or otherwise) designs
  13. Match in topic text:

    ...ro les, while process-level composition (PLC) also takes the semantic process models, if available, into account for accomplishing the given goal or

    Matches in 1 reference:

    • [Article] E. Sirin, et al., "HTN planning for web service composition using...
      ...apable of executing information-providing Web Services during the planning process. We discuss the challenges and difficulties of using planning in the inform
  14. No match in the topic text, but in 1 reference:

    • [Project] ACCEPT Project (2015–2018), H2020 Programme of the European Com...
      ...ing the construction on site. This provides a standardized and coordinated process for all workers, ensuring that all benefits of energy-efficient building co
  15. Match in topic text:

    ...lso within them eg <Pavement> and <Sidewalk>. The mapping process is typically based on ontologies used to define and link these semantic ass
  16. Match in topic text:

    ...further information on how the service actually works in terms of the process model nor any description of non-functional semantics. </p><p style="t
  17. Match in topic text:

    ...aradigm of Semantic Service-Oriented Architectures (SemSOA), manufacturing process models are automatically implemented with semantic services by the applicat

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