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         "author": [ 
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            	{"first" : "Johannes",	"last" : "Knittel"},
            	{"first" : "Steffen",	"last" : "Koch"},
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            	{"first" : "Wei",	"last" : "Chen"},
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         "affiliation" : "Knittel, Johannes, Institut für Visualisierung und Interaktive Systeme. Koch, Steffen, Institut für Visualisierung und Interaktive Systeme. Ertl, Thomas, Visualisierungsinstitut der Universität Stuttgart",
         
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         "eventtitle" : "IEEE PES Innovative Smart Grid Technologies (ISGT) Europe 2025",
         
         "venue" : "Valetta, Malta",
         
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         "url": "", 
         
         "author": [ 
            "Marc Fischer","Moritz Walker","Rebekka Neumann","Armin Lechler","Alexander Verl"
         ],
         "authors": [
         	
            	{"first" : "Marc",	"last" : "Fischer"},
            	{"first" : "Moritz",	"last" : "Walker"},
            	{"first" : "Rebekka",	"last" : "Neumann"},
            	{"first" : "Armin",	"last" : "Lechler"},
            	{"first" : "Alexander",	"last" : "Verl"}
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         "editor": [ 
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         ],
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            	{"first" : "Dominik T.",	"last" : "Matt"},
            	{"first" : "Erwin",	"last" : "Rauch"},
            	{"first" : "Patrick",	"last" : "Dallasega"},
            	{"first" : "Luca",	"last" : "Gualtieri"},
            	{"first" : "Matteo",	"last" : "De Marchi"}
         ],
         "pages": "264--277","abstract": "In the context of manufacturing, the implementation of modular software necessitates the establishment of real-time inter-process communication between different real-time modules operating within a singular compute node. The act of sharing or passing data between processes has been identified as a well-known challenge in concurrent programming. Concurrent data access on multi-core processors has the potential to result in data inconsistencies when multiple processes concurrently read and write data. As demonstrated in the existing literature, there are multiple methodologies for concurrent data access. In the context of real-time systems, the property of wait-freeness, which guarantees time-bounded access to data, is paramount. This property enables access to shared data that is not dependent on the scheduler. In this paper, we analyze wait-free data structures for two common communication patterns: single-shared-value and firms-in-first-out queues. A comparison of suitable approaches is facilitated by implementing them in Rust and conducting a benchmarking analysis. The benchmark reveals discrepancies in performance that are primarily attributable to cache interference. The findings of this study demonstrate that triple buffers are characterized by wait-free operation and are well-suited for single-shared-value queues. The wait-free FastForward queue is a suitable FIFO queue that also performs optimally in our benchmarks.",
         "isbn" : "978-3-032-03698-8",
         
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         "author": [ 
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            	{"first" : "Oliver",	"last" : "Riedel"}
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            "streaming","analytics","real-time","twitter","visualisation","vis-gis","vis","vis(us)","visus:ertl","visus:kochsn","visus:knittejs","visus:tangtn","visus:chenwi","visus:wuyi","visus:liusa","tiger-generation:638684700229105045"
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            	{"first" : "Johannes",	"last" : "Knittel"},
            	{"first" : "Steffen",	"last" : "Koch"},
            	{"first" : "Tan",	"last" : "Tang"},
            	{"first" : "Wei",	"last" : "Chen"},
            	{"first" : "Yingcai",	"last" : "Wu"},
            	{"first" : "Shixia",	"last" : "Liu"},
            	{"first" : "Thomas",	"last" : "Ertl"}
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         "orcid-numbers" : "Koch, Steffen/0000-0002-8123-8330, Ertl, Thomas/0000-0003-4019-2505",
         
         "affiliation" : "Knittel, Johannes, Institut für Visualisierung und Interaktive Systeme. Koch, Steffen, Institut für Visualisierung und Interaktive Systeme. Ertl, Thomas, Visualisierungsinstitut der Universität Stuttgart",
         
         "bibtexKey": "Knittel22Streaming"

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         "booktitle": "Annals of Scientific Society for Assembly, Handling and Industrial Robotics 2024","publisher":"Springer Cham",
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         "url": "", 
         
         "author": [ 
            "Rebekka Neumann","Christian von Arnim","Michael Neubauer","Armin Lechler","Alexander Verl"
         ],
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            	{"first" : "Rebekka",	"last" : "Neumann"},
            	{"first" : "Christian",	"last" : "von Arnim"},
            	{"first" : "Michael",	"last" : "Neubauer"},
            	{"first" : "Armin",	"last" : "Lechler"},
            	{"first" : "Alexander",	"last" : "Verl"}
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         "booktitle": "Production at the Leading Edge of Technology","publisher":"Springer Nature Switzerland","address":"Cham",
         "year": "2024", 
         "url": "https://link.springer.com/chapter/10.1007/978-3-031-47394-4_27", 
         
         "author": [ 
            "Moritz Walker","Marc Fischer","Michael Neubauer","Armin Lechler","Alexander Verl"
         ],
         "authors": [
         	
            	{"first" : "Moritz",	"last" : "Walker"},
            	{"first" : "Marc",	"last" : "Fischer"},
            	{"first" : "Michael",	"last" : "Neubauer"},
            	{"first" : "Armin",	"last" : "Lechler"},
            	{"first" : "Alexander",	"last" : "Verl"}
         ],
         
         "editor": [ 
            "Thomas Bauernhansl","Alexander Verl","Mathias Liewald","Hans-Christian Möhring"
         ],
         "editors": [
         	
            	{"first" : "Thomas",	"last" : "Bauernhansl"},
            	{"first" : "Alexander",	"last" : "Verl"},
            	{"first" : "Mathias",	"last" : "Liewald"},
            	{"first" : "Hans-Christian",	"last" : "Möhring"}
         ],
         "pages": "268--279","abstract": "Static configurations and slow adaption to changing requirements characterize today's production systems. In order to cope with variable external influences, these systems need to become more flexible. One basic building block to achieve more flexible automation systems from the software perspective are modular real-time architectures which are realized as distributed real-time systems. The improved modularity and flexibility come at the price of greater complexity. In order to enable developers to design robust systems regarding real-time properties, a domain specific language is proposed, which allows reasoning and validation of modules and composed distributed real-time systems.",
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         "journal": "Procedia CIRP","publisher":"Elsevier BV",
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         "author": [ 
            "Stefan Oechsle","Florian Frick","Armin Lechler","Alexander Verl"
         ],
         "authors": [
         	
            	{"first" : "Stefan",	"last" : "Oechsle"},
            	{"first" : "Florian",	"last" : "Frick"},
            	{"first" : "Armin",	"last" : "Lechler"},
            	{"first" : "Alexander",	"last" : "Verl"}
         ],
         "volume": "118","pages": "38--43","abstract": "Industrial control systems are distributed real-time applications deployed on field and controller devices, connected by fieldbuses. Their lack of interoperability, mutually and towards IT-systems, is a major obstacle for the digitalization. Converged networks are considered as the solution across industries with Time-Sensitive Networking (TSN) as the enabling technology. To ease the adoption of TSN for industrial automation, a modular framework was developed for future engineering tools. The core of the framework consists of a module management including interfaces and a YANG-based datastore, maintaining a system-wide data model. Modules are provided for network configuration implementing CUC-functions, monitoring and container-based application and deployment.",
         "doi" : "10.1016/j.procir.2023.06.008",
         
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         ],
         "authors": [
         	
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            	{"first" : "Moritz",	"last" : "Walker"},
            	{"first" : "Marc",	"last" : "Fischer"},
            	{"first" : "Florian",	"last" : "Frick"},
            	{"first" : "Armin",	"last" : "Lechler"},
            	{"first" : "Alexander",	"last" : "Verl"}
         ],
         
         "editor": [ 
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         ],
         "editors": [
         	
            	{"first" : "Arena",	"last" : "2036"}
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         "volume": "Advances in Automotive Production Technology \u2013 Towards Software-Defined Manufacturing and Resilient Supply Chains","pages": "3-13",
         "isbn" : "978-3-031-27932-4",
         
         "doi" : "10.1007/978-3-031-27933-1_1",
         
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            "analytics","real-time","streaming","twitter","vis-gis","visualization","visus:ertl","visus:knittejs","visus:kochsn"
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         "intraHash" : "1e4a52b1f007479478d8ef5a06a1865e",
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         "label" : "Real-Time Visual Analysis of High-Volume Social Media Posts",
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         "description" : "",
         "date" : "2022-02-14 15:29:43",
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         "pub-type": "article",
         "journal": "IEEE Transactions on Visualization & Computer Graphics","publisher":"IEEE Computer Society","address":"Los Alamitos, CA, USA",
         "year": "2022", 
         "url": "", 
         
         "author": [ 
            "Johannes Knittel","Steffen Koch","Tan Tang","Wei Chen","Yingcai Wu","Shixia Liu","Thomas Ertl"
         ],
         "authors": [
         	
            	{"first" : "Johannes",	"last" : "Knittel"},
            	{"first" : "Steffen",	"last" : "Koch"},
            	{"first" : "Tan",	"last" : "Tang"},
            	{"first" : "Wei",	"last" : "Chen"},
            	{"first" : "Yingcai",	"last" : "Wu"},
            	{"first" : "Shixia",	"last" : "Liu"},
            	{"first" : "Thomas",	"last" : "Ertl"}
         ],
         "volume": "28","number": "01","pages": "879-889",
         "issn" : "1941-0506",
         
         "doi" : "10.1109/TVCG.2021.3114800",
         
         "bibtexKey": "Knittel22Streaming"

      }
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      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/22e9e76522cbd63958a85aa03b3634f7a/petraheim",         
         "tags" : [
            "2022","Elastic","Exploratory","Real-time","Topologic","computational","engineering","form-finding","generic","itke","knippers","model","modeling","particle","physics","structures","suzuki"
         ],
         
         "intraHash" : "2e9e76522cbd63958a85aa03b3634f7a",
         "interHash" : "1724be4396c78a7e75894242e3def6b9",
         "label" : "A Generic Particle Model with Topologic Modeling Capabilities for the Computational Form-Finding of Elastic Structures",
         "user" : "petraheim",
         "description" : "",
         "date" : "2022-01-17 13:35:49",
         "changeDate" : "2022-01-17 12:35:49",
         "count" : 3,
         "pub-type": "article",
         "journal": "Computer-Aided Design","publisher":"ELSEVIER SCI LTD",
         "year": "2022", 
         "url": "", 
         
         "author": [ 
            "Seiichi Suzuki","Jan Knippers"
         ],
         "authors": [
         	
            	{"first" : "Seiichi",	"last" : "Suzuki"},
            	{"first" : "Jan",	"last" : "Knippers"}
         ],
         "volume": "145","abstract": "Recent efforts on the research of bending- and tensile-active structures have shown the vast range of aesthetic and performative opportunities that elastic structures can offer for generating innovative architectural solutions. In this context, the task of conceptualizing and representing elastic structures is not trivial due to the presence of large deformations along the forming process. This condition demands to expand beyond current geometrical modeling schemes used in architecture and develop a more intuitive simulation-based design practice. Dynamic methods, such as Particle System and Dynamic Relaxation, have become an important topic on this subject with major efforts entirely focused on speeding up rates of numerical convergence. Fast simulations simplify the development of design iterations, but designers are still forced to break the integration process when topological changes need to be introduced for fulfilling a given design intention. As the exploration of elastic structures becomes more integrated within architectural design agendas, there is a growing necessity to introduce more flexible numerical models for design conceptualization. In this paper we introduce the conceptual framework for a generic Particle System model built on principles of combinatorial maps and graph theory that is designed to support topological transformations on the fly. The computational implementation of the proposed model is demonstrated with two types of data structures. The aim of this work is to enhance modeling capabilities when numerical simulations are used as design tools.",
         "language" : "eng",
         
         "doi" : "https://doi.org/10.1016/j.cad.2021.103158",
         
         "bibtexKey": "suzuki2021generic"

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            "Real-time","modeling","Topologic","knippers","2022","engineering","generic","Elastic","itke","from:petraheim","physics","structures","particle","Exploratory","model","computational","form-finding","suzuki"
         ],
         
         "intraHash" : "2e9e76522cbd63958a85aa03b3634f7a",
         "interHash" : "1724be4396c78a7e75894242e3def6b9",
         "label" : "A Generic Particle Model with Topologic Modeling Capabilities for the Computational Form-Finding of Elastic Structures",
         "user" : "itke",
         "description" : "",
         "date" : "2022-01-17 13:35:49",
         "changeDate" : "2022-01-17 12:35:49",
         "count" : 3,
         "pub-type": "article",
         "journal": "Computer-Aided Design","publisher":"ELSEVIER SCI LTD",
         "year": "2022", 
         "url": "", 
         
         "author": [ 
            "Seiichi Suzuki","Jan Knippers"
         ],
         "authors": [
         	
            	{"first" : "Seiichi",	"last" : "Suzuki"},
            	{"first" : "Jan",	"last" : "Knippers"}
         ],
         "volume": "145","abstract": "Recent efforts on the research of bending- and tensile-active structures have shown the vast range of aesthetic and performative opportunities that elastic structures can offer for generating innovative architectural solutions. In this context, the task of conceptualizing and representing elastic structures is not trivial due to the presence of large deformations along the forming process. This condition demands to expand beyond current geometrical modeling schemes used in architecture and develop a more intuitive simulation-based design practice. Dynamic methods, such as Particle System and Dynamic Relaxation, have become an important topic on this subject with major efforts entirely focused on speeding up rates of numerical convergence. Fast simulations simplify the development of design iterations, but designers are still forced to break the integration process when topological changes need to be introduced for fulfilling a given design intention. As the exploration of elastic structures becomes more integrated within architectural design agendas, there is a growing necessity to introduce more flexible numerical models for design conceptualization. In this paper we introduce the conceptual framework for a generic Particle System model built on principles of combinatorial maps and graph theory that is designed to support topological transformations on the fly. The computational implementation of the proposed model is demonstrated with two types of data structures. The aim of this work is to enhance modeling capabilities when numerical simulations are used as design tools.",
         "language" : "eng",
         
         "doi" : "https://doi.org/10.1016/j.cad.2021.103158",
         
         "bibtexKey": "suzuki2021generic"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/283b888adc4b029227d9b7e97896f3ec0/isw-bibliothek",         
         "tags" : [
            "GPU","Industrial","Manufacturing","PLC","Real-time","Reinforcement","control","isw","learning","myown"
         ],
         
         "intraHash" : "83b888adc4b029227d9b7e97896f3ec0",
         "interHash" : "a39b6465c0a777b3cbd24ec6b0425355",
         "label" : "Reinforcement learning methods based on GPU accelerated industrial control hardware",
         "user" : "isw-bibliothek",
         "description" : "",
         "date" : "2021-03-19 15:13:44",
         "changeDate" : "2022-01-13 08:22:37",
         "count" : 2,
         "pub-type": "article",
         "journal": "Neural Computing and Applications",
         "year": "2021", 
         "url": "https://link.springer.com/article/10.1007/s00521-021-05848-4", 
         
         "author": [ 
            "Alexander Schmidt","Florian Schellroth","Marc Fischer","Lukas Allimant","Oliver Riedel"
         ],
         "authors": [
         	
            	{"first" : "Alexander",	"last" : "Schmidt"},
            	{"first" : "Florian",	"last" : "Schellroth"},
            	{"first" : "Marc",	"last" : "Fischer"},
            	{"first" : "Lukas",	"last" : "Allimant"},
            	{"first" : "Oliver",	"last" : "Riedel"}
         ],
         
         "doi" : "https://doi.org/10.1007/s00521-021-05848-4",
         
         "bibtexKey": "schmidt2021reinforcement"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2cbd2234dae6a5e34ce03a391a835d168/ingmarkallfass",         
         "tags" : [
            "Ground","SAR","SAR;","UAV;","airborne","based","camera;","mmWave;","monitoring;","multi","real-time","sensor;"
         ],
         
         "intraHash" : "cbd2234dae6a5e34ce03a391a835d168",
         "interHash" : "15ad4325b80fb0ee45728344ba07713a",
         "label" : "Implementation of a 35 \\GHz\\ \\SAR\\ sensor and a high resolution camera to enable real-time observation",
         "user" : "ingmarkallfass",
         "description" : "",
         "date" : "2020-09-07 14:26:58",
         "changeDate" : "2025-05-26 10:46:15",
         "count" : 1,
         "pub-type": "inproceedings",
         "booktitle": "10th European Conference on Synthetic Aperture Radar (EUSAR 2014)","address":"Berlin, Germany",
         "year": "2014", 
         "url": "", 
         
         "author": [ 
            "W. Johannes","S. Stanko","A. Wahlen","R. Sommer","N. Pohl","P. Wellig","E.H. Meier","I. Kallfass"
         ],
         "authors": [
         	
            	{"first" : "W.",	"last" : "Johannes"},
            	{"first" : "S.",	"last" : "Stanko"},
            	{"first" : "A.",	"last" : "Wahlen"},
            	{"first" : "R.",	"last" : "Sommer"},
            	{"first" : "N.",	"last" : "Pohl"},
            	{"first" : "P.",	"last" : "Wellig"},
            	{"first" : "E.H.",	"last" : "Meier"},
            	{"first" : "I.",	"last" : "Kallfass"}
         ],
         "abstract": "Airborne real-time observation of large areas with multi sensor systems is\n\ta very important capability for many modern military and civil\n\tapplications. To demonstrate the possibilities of current technologies for\n\tthis application, the high performance 35 GHz SAR sensor MIRANDA35 and the\n\thigh resolution optical camera DigiCAM-40 were successfully implemented on\n\tthe optionally piloted aircraft (OPA) Centaur. The most remarkable feature\n\tof this sensor system is the use of a FMCW Radar with high transmit power\n\tas a SAR sensor in combination with a high resolution optical camera.\n\tFurthermore, the real-time images of this multi sensor system were\n\ttransferred via digital data link over a distance of more than 100 km to a\n\tground station for fast data analysis. The stored radar and camera data\n\twere used for further offline processing at a high level of image\n\tresolution.",
         "bibtexKey": "Johannes_EUSAR2014"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/22f61e6c567f3ecee50116f0ea8efc173/isw-bibliothek",         
         "tags" : [
            "isw","isw-2020","myown","real-time","reconfiguration"
         ],
         
         "intraHash" : "2f61e6c567f3ecee50116f0ea8efc173",
         "interHash" : "cbf89e190781e9875c7fb4d85611abdc",
         "label" : "Fragmentation in Reconfigured Real-time Production Networks",
         "user" : "isw-bibliothek",
         "description" : "",
         "date" : "2020-08-05 15:58:56",
         "changeDate" : "2020-08-05 13:58:56",
         "count" : 2,
         "pub-type": "inproceedings",
         "booktitle": "Annals of Scientific Society for Assembly, Handling and Industrial Robotics","publisher":"Springer",
         "year": "2020", 
         "url": "https://link.springer.com/chapter/10.1007/978-3-662-61755-7_10", 
         
         "author": [ 
            "Christian von Arnim","Armin Lechler","Oliver Riedel","Alexander Verl"
         ],
         "authors": [
         	
            	{"first" : "Christian",	"last" : "von Arnim"},
            	{"first" : "Armin",	"last" : "Lechler"},
            	{"first" : "Oliver",	"last" : "Riedel"},
            	{"first" : "Alexander",	"last" : "Verl"}
         ],
         "pages": "105--115","note": "Open Access","abstract": "A reconfigurable production is able to adapt to a new product in a short time. This can be built up from cyber-physical production systems (CPPS) which exchange various data with several devices simultaneously via a convergent network. In these future production systems, convergent networks will connect more participants than real-time production networks do today. In order to enable uninterrupted operation, reconfigurations must not affect existing communication. Due to this limitation, fragmentation of the configuration can occur, restricting future operations. This paper investigates fragmentation caused by reconfigurations using a simulation to determine whether fragmentation can lead to problems in future production networks.",
         "isbn" : "978-3-662-61755-7",
         
         "doi" : "https://doi.org/10.1007/978-3-662-61755-7_10",
         
         "bibtexKey": "vonArnim2020fragmentation"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/27cdec90ccc4740492b9721817d1aa291/ben.carabelli",         
         "tags" : [
            "Ethernet","OMNeT++","TSN","myown","network","networking","real-time","simulation","time-sensitive"
         ],
         
         "intraHash" : "7cdec90ccc4740492b9721817d1aa291",
         "interHash" : "793c449414fc98379aef558235ff9bea",
         "label" : "NeSTiNg: Simulating IEEE Time-sensitive Networking (TSN) in OMNeT++",
         "user" : "ben.carabelli",
         "description" : "",
         "date" : "2019-12-16 16:17:21",
         "changeDate" : "2019-12-16 15:17:21",
         "count" : 2,
         "pub-type": "inproceedings",
         "booktitle": "2019 International Conference on Networked Systems (NetSys)",
         "year": "2019", 
         "url": "https://ieeexplore.ieee.org/abstract/document/8854500", 
         
         "author": [ 
            "Jonathan Falk","David Hellmanns","Ben Carabelli","Naresh Nayak","Frank Dürr","Stephan Kehrer","Kurt Rothermel"
         ],
         "authors": [
         	
            	{"first" : "Jonathan",	"last" : "Falk"},
            	{"first" : "David",	"last" : "Hellmanns"},
            	{"first" : "Ben",	"last" : "Carabelli"},
            	{"first" : "Naresh",	"last" : "Nayak"},
            	{"first" : "Frank",	"last" : "Dürr"},
            	{"first" : "Stephan",	"last" : "Kehrer"},
            	{"first" : "Kurt",	"last" : "Rothermel"}
         ],
         "pages": "1-8","abstract": "IEEE 802.1 Time-sensitive Networking (TSN) enables real-time communication with deterministically bounded network delay and jitter over standard IEEE 802.3 networks (\u201CEthernet\u201D). In particular, TSN specifies a time-triggered scheduling mechanism in IEEE Std 802.1Qbv implemented by switches to control when outgoing queues get access to switch ports. Besides this time-triggered scheduling mechanism, other scheduling mechanisms can be active in the network at the same time including priority queuing and a credit-based shaper. Moreover, further supporting mechanisms such as the possibility to interrupt frames already in transmission (frame preemption) are specified by the TSN standards. Overall, this leads to a complex network infrastructure transporting both, real-time and non-real-time traffic in one converged network, making it hard to analyze the behavior of converged networks. To facilitate the analysis of TSN networks, we present TSN-specific extensions to the popular OMNeT++/INET framework for network simulations in this paper including, in particular, the time-triggered scheduling mechanism of IEEE Std 802.1Qbv. Besides the design of the TSN simulator, we present a proof-of-concept implementation and exemplary evaluation of TSN networks.",
         "doi" : "10.1109/NetSys.2019.8854500",
         
         "bibtexKey": "falk2019nesting"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/26809bfc73b7cafc5a109578f775d3a84/mgeiger",         
         "tags" : [
            "(computer","(mathematics),","Computational","GPU,","Ptex,","Rendering","Splines","Terrain,","Three-dimensional","Tools,","algorithms,","common","complete","computer","curve-based","curves,","data","data,","diffusion,","diffusion-based","displays,","extraction,","feature","feature-based","features,","field,","fields,","generation,","graphics),","graphics,","height","input","interactive","large-scale","layers,","manual","mapping,","modeling,","modelling","modelling,","multiple","offline","primitives,","prominent","real-time","rendering","rendering,","representation","representations,","scale","sparse","spline","structure,","structures,","surface","surface,","terrain","texture,","three-dimensional","toolset,","two-dimensional","vertical","visualisation,","volumetric","workflow,"
         ],
         
         "intraHash" : "6809bfc73b7cafc5a109578f775d3a84",
         "interHash" : "eb89ebb1743ac1f23d0413247168fe06",
         "label" : "Feature-based volumetric terrain generation and decoration",
         "user" : "mgeiger",
         "description" : "",
         "date" : "2019-11-08 16:11:00",
         "changeDate" : "2019-11-08 15:14:53",
         "count" : 5,
         "pub-type": "article",
         "journal": "IEEE Transactions on Visualization and Computer Graphics",
         "year": "2019", 
         "url": "", 
         
         "author": [ 
            "Michael Becher","Michael Krone","Guido Reina","Thomas Ertl"
         ],
         "authors": [
         	
            	{"first" : "Michael",	"last" : "Becher"},
            	{"first" : "Michael",	"last" : "Krone"},
            	{"first" : "Guido",	"last" : "Reina"},
            	{"first" : "Thomas",	"last" : "Ertl"}
         ],
         "volume": "25","number": "2","pages": "1283--1296","abstract": "Two-dimensional height fields are the most common data structure used for storing and rendering of terrain in offline rendering and especially real-time computer graphics. By its very nature, a height field cannot store terrain structures with multiple vertical layers such as overhanging cliffs, caves, or arches. This restriction does not apply to volumetric data structures. However, the workflow of manual modelling and editing of volumetric terrain usually is tedious and very time-consuming. Therefore, we propose to use three-dimensional curve-based primitives to efficiently model prominent, large-scale terrain features. We present a technique for volumetric generation of a complete terrain surface from the sparse input data by means of diffusion-based algorithms. By combining an efficient, feature-based toolset with a volumetric terrain representation, the modelling workflow is accelerated and simplified while retaining the full artistic freedom of volumetric terrains. Feature Curves also contain material information that can be complemented with local details by using per-face texture mapping. All stages of our method are GPU-accelerated using compute shaders to ensure interactive editing of terrain. Please note that this paper is an extended version of our previously published work [1] .",
         "doi" : "10.1109/TVCG.2017.2762304",
         
         "bibtexKey": "becher_feature-based_2019"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/23cb83562fd4a436e376d28712fe58a37/mathematik",         
         "tags" : [
            "Material","Real-time","System","dynamic","flow","from:mhartmann","ians","models","simulation;","system;","vorlaeufig"
         ],
         
         "intraHash" : "3cb83562fd4a436e376d28712fe58a37",
         "interHash" : "f49a945ea15206c6cd60d4db77a8d5a5",
         "label" : "System Dynamic Models and Real-time Simulation of Complex Material\n\tFlow Systems",
         "user" : "mathematik",
         "description" : "",
         "date" : "2018-07-20 10:55:13",
         "changeDate" : "2019-12-18 14:37:55",
         "count" : 2,
         "pub-type": "incollection",
         "booktitle": "Enabling Manufacturing Competitiveness and Economic Sustainability","publisher":"Springer Berlin Heidelberg",
         "year": "2012", 
         "url": "http://dx.doi.org/10.1007/978-3-642-23860-4_52", 
         
         "author": [ 
            "S. Hoher","P. Schindler","S. G?ttlich","V. Schleper","S. Röck"
         ],
         "authors": [
         	
            	{"first" : "S.",	"last" : "Hoher"},
            	{"first" : "P.",	"last" : "Schindler"},
            	{"first" : "S.",	"last" : "G?ttlich"},
            	{"first" : "V.",	"last" : "Schleper"},
            	{"first" : "S.",	"last" : "Röck"}
         ],
         
         "editor": [ 
            "Hoda A. ElMaraghy"
         ],
         "editors": [
         	
            	{"first" : "Hoda A.",	"last" : "ElMaraghy"}
         ],
         "pages": "316-321",
         "isbn" : "978-3-642-23859-8",
         
         "owner" : "schleper",
         
         "language" : "English",
         
         "doi" : "10.1007/978-3-642-23860-4_52",
         
         "bibtexKey": "hoher2012system"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2832dacbae634d8ae21c67ac44f94850c/mathematik",         
         "tags" : [
            "blood","dimensionally","flow","from:mhartmann","ians","kernel","methods,","mixed-dimension","models,","peripheral","real-time","reduced","simulations","simulations,","stenosis,","surrogate","vorlaeufig"
         ],
         
         "intraHash" : "832dacbae634d8ae21c67ac44f94850c",
         "interHash" : "979f2097ba9c22d67096e59e5c6d7a3e",
         "label" : "Numerical modelling of a peripheral arterial stenosis using dimensionally\n\treduced models and kernel methods",
         "user" : "mathematik",
         "description" : "",
         "date" : "2018-07-20 10:54:55",
         "changeDate" : "2019-12-18 14:37:55",
         "count" : 4,
         "pub-type": "article",
         "journal": "International Journal for Numerical Methods in Biomedical Engineering",
         "year": "2018", 
         "url": "https://onlinelibrary.wiley.com/doi/abs/10.1002/cnm.3095", 
         
         "author": [ 
            "Tobias Köppl","Gabriele Santin","Bernard Haasdonk","Rainer Helmig"
         ],
         "authors": [
         	
            	{"first" : "Tobias",	"last" : "Köppl"},
            	{"first" : "Gabriele",	"last" : "Santin"},
            	{"first" : "Bernard",	"last" : "Haasdonk"},
            	{"first" : "Rainer",	"last" : "Helmig"}
         ],
         "volume": "0","number": "ja","pages": "e3095","note": "e3095 cnm.3095","abstract": "Summary In this work, we consider two kinds of model reduction techniquesto\n\tsimulate blood flow through the largest systemic arteries, where\n\ta stenosis is located in a peripheral artery i.e. in an artery that\n\tis located far away from the heart. For our simulations we place\n\tthe stenosis in one of the tibial arteries belonging to the right\n\tlower leg (right post tibial artery). The model reduction techniques\n\tthat are used are on the one hand dimensionally reduced models (1-Dand\n\t0-D models, the so-called mixed-dimension model) and on the other\n\thand surrogate models produced by kernel methods. Both methods are\n\tcombined in such a way that the mixed-dimension models yield training\n\tdata for the surrogate model, where the surrogate model is parametrisedby\n\tthe degree of narrowing of the peripheral stenosis. By means of a\n\twell-trained surrogate model, we show that simulation data can be\n\treproduced with a satisfactory accuracy and that parameter optimisation\n\tor state estimation problems can be solved in a very efficient way.\n\tFurthermore it is demonstrated that a surrogate model enables us\n\tto present after a very short simulation time the impact of a varying\n\tdegree of stenosis on blood flow, obtaining a speedup of several\n\torders over the full model.",
         "file" : ":http\\://www.mathematik.uni-stuttgart.de/fak8/ians/publications/files/KSHH2017_www_preprint.pdf:PDF",
         
         "owner" : "santinge",
         
         "doi" : "10.1002/cnm.3095",
         
         "bibtexKey": "koppl2018numerical"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/23cb83562fd4a436e376d28712fe58a37/mhartmann",         
         "tags" : [
            "Material","Real-time","System","dynamic","flow","models","simulation;","system;","vorlaeufig"
         ],
         
         "intraHash" : "3cb83562fd4a436e376d28712fe58a37",
         "interHash" : "f49a945ea15206c6cd60d4db77a8d5a5",
         "label" : "System Dynamic Models and Real-time Simulation of Complex Material\n\tFlow Systems",
         "user" : "mhartmann",
         "description" : "",
         "date" : "2018-07-20 10:54:15",
         "changeDate" : "2018-07-20 08:54:15",
         "count" : 2,
         "pub-type": "incollection",
         "booktitle": "Enabling Manufacturing Competitiveness and Economic Sustainability","publisher":"Springer Berlin Heidelberg",
         "year": "2012", 
         "url": "http://dx.doi.org/10.1007/978-3-642-23860-4_52", 
         
         "author": [ 
            "S. Hoher","P. Schindler","S. G?ttlich","V. Schleper","S. Röck"
         ],
         "authors": [
         	
            	{"first" : "S.",	"last" : "Hoher"},
            	{"first" : "P.",	"last" : "Schindler"},
            	{"first" : "S.",	"last" : "G?ttlich"},
            	{"first" : "V.",	"last" : "Schleper"},
            	{"first" : "S.",	"last" : "Röck"}
         ],
         
         "editor": [ 
            "Hoda A. ElMaraghy"
         ],
         "editors": [
         	
            	{"first" : "Hoda A.",	"last" : "ElMaraghy"}
         ],
         "pages": "316-321",
         "isbn" : "978-3-642-23859-8",
         
         "owner" : "schleper",
         
         "language" : "English",
         
         "doi" : "10.1007/978-3-642-23860-4_52",
         
         "bibtexKey": "hoher2012system"

      }
	  
   ]
}
