{  
   "types" : {
      "Bookmark" : {
         "pluralLabel" : "Bookmarks"
      },
      "Publication" : {
         "pluralLabel" : "Publications"
      },
      "GoldStandardPublication" : {
         "pluralLabel" : "GoldStandardPublications"
      },
      "GoldStandardBookmark" : {
         "pluralLabel" : "GoldStandardBookmarks"
      },
      "Tag" : {
         "pluralLabel" : "Tags"
      },
      "User" : {
         "pluralLabel" : "Users"
      },
      "Group" : {
         "pluralLabel" : "Groups"
      },
      "Sphere" : {
         "pluralLabel" : "Spheres"
      }
   },
   
   "properties" : {
      "count" : {
         "valueType" : "number"
      },
      "date" : {
         "valueType" : "date"
      },
      "changeDate" : {
         "valueType" : "date"
      },
      "url" : {
         "valueType" : "url"
      },
      "id" : {
         "valueType" : "url"
      },
      "tags" : {
         "valueType" : "item"
      },
      "user" : {
         "valueType" : "item"
      }      
   },
   
   "items" : [
   	  
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/250208e77b4197b9a139b28516b45c467/mschmitt",         
         "tags" : [
            "postPrint","graduateSchool","SimTech","graduateschool","peerReviewed","pn6","prePrint","EXC2075","exc2075"
         ],
         
         "intraHash" : "50208e77b4197b9a139b28516b45c467",
         "interHash" : "7efbe1d85ce6665f0065010c27e413a7",
         "label" : "Meta-Uncertainty in Bayesian Model Comparison",
         "user" : "mschmitt",
         "description" : "",
         "date" : "2023-04-20 13:53:02",
         "changeDate" : "2023-04-27 21:12:24",
         "count" : 2,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of The 26th International Conference on Artificial Intelligence and Statistics","series": "Proceedings of Machine Learning Research","publisher":"PMLR",
         "year": "2023", 
         "url": "https://proceedings.mlr.press/v206/schmitt23a.html", 
         
         "author": [ 
            "Marvin Schmitt","Stefan T. Radev","Paul-Christian Bürkner"
         ],
         "authors": [
         	
            	{"first" : "Marvin",	"last" : "Schmitt"},
            	{"first" : "Stefan T.",	"last" : "Radev"},
            	{"first" : "Paul-Christian",	"last" : "Bürkner"}
         ],
         "volume": "206","pages": "11--29","abstract": "Bayesian model comparison (BMC) offers a principled probabilistic approach to study and rank competing models. In standard BMC, we construct a discrete probability distribution over the set of possible models, conditional on the observed data of interest. These posterior model probabilities (PMPs) are measures of uncertainty, but\u2014when derived from a finite number of observations\u2014are also uncertain themselves. In this paper, we conceptualize distinct levels of uncertainty which arise in BMC. We explore a fully probabilistic framework for quantifying meta-uncertainty, resulting in an applied method to enhance any BMC workflow. Drawing on both Bayesian and frequentist techniques, we represent the uncertainty over the uncertain PMPs via meta-models which combine simulated and observed data into a predictive distribution for PMPs on new data. We demonstrate the utility of the proposed method in the context of conjugate Bayesian regression, likelihood-based inference with Markov chain Monte Carlo, and simulation-based inference with neural networks.",
         "bibtexKey": "schmitt2023metauncertainty"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2acd0854050949710da06a9aa59258827/benjamin.weder",         
         "tags" : [
            "myown","simtech","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "acd0854050949710da06a9aa59258827",
         "interHash" : "2b3fd30bb974b920af1ec5d00696d69d",
         "label" : "Analysis and Rewrite of Quantum Workflows: Improving the Execution of Hybrid Quantum Algorithms",
         "user" : "benjamin.weder",
         "description" : "",
         "date" : "2023-02-09 16:12:30",
         "changeDate" : "2023-02-09 15:12:30",
         "count" : 3,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the 12th International Conference on Cloud Computing and Services Science (CLOSER 2022)","publisher":"SciTePress",
         "year": "2022", 
         "url": "https://www.scitepress.org/PublicationsDetail.aspx?ID=8gCNIWqSke0=", 
         
         "author": [ 
            "Benjamin Weder","Johanna Barzen","Martin Beisel","Frank Leymann"
         ],
         "authors": [
         	
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Martin",	"last" : "Beisel"},
            	{"first" : "Frank",	"last" : "Leymann"}
         ],
         "pages": "38--50",
         "doi" : "10.5220/0011035100003200",
         
         "bibtexKey": "Weder2022_QuantumWorkflowRewrite"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/270ce75dd2cd12e262f4a63aa38f52aee/benjamin.weder",         
         "tags" : [
            "myown","simtech","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "70ce75dd2cd12e262f4a63aa38f52aee",
         "interHash" : "98589b9975427f366f09e37d26d1f6df",
         "label" : "Quantum Software Development Lifecycle",
         "user" : "benjamin.weder",
         "description" : "",
         "date" : "2023-02-09 16:10:22",
         "changeDate" : "2023-02-09 15:10:22",
         "count" : 3,
         "pub-type": "inbook",
         "booktitle": "Quantum Software Engineering","publisher":"Springer International Publishing",
         "year": "2022", 
         "url": "https://link.springer.com/chapter/10.1007/978-3-031-05324-5_4", 
         
         "author": [ 
            "Benjamin Weder","Johanna Barzen","Frank Leymann","Daniel Vietz"
         ],
         "authors": [
         	
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Daniel",	"last" : "Vietz"}
         ],
         
         "editor": [ 
            "Manuel A. Serrano","Ricardo Pérez-Castillo","Mario Piattini"
         ],
         "editors": [
         	
            	{"first" : "Manuel A.",	"last" : "Serrano"},
            	{"first" : "Ricardo",	"last" : "Pérez-Castillo"},
            	{"first" : "Mario",	"last" : "Piattini"}
         ],
         "pages": "61--83",
         "doi" : "10.1007/978-3-031-05324-5_4",
         
         "bibtexKey": "Weder2022_QuantumSoftwareDevLifecycle"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/22da0a4b3b8b50b9964bc7ada23fbce21/benjamin.weder",         
         "tags" : [
            "myown","simtech","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "2da0a4b3b8b50b9964bc7ada23fbce21",
         "interHash" : "150dcc6baf08719b719880665f18baf0",
         "label" : "QProv: A provenance system for quantum computing",
         "user" : "benjamin.weder",
         "description" : "",
         "date" : "2023-02-09 16:04:07",
         "changeDate" : "2023-02-09 15:07:38",
         "count" : 3,
         "pub-type": "article",
         "journal": "IET Quantum Communication","publisher":"Institution of Engineering and Technology (IET)",
         "year": "2021", 
         "url": "https://doi.org/10.1049%2Fqtc2.12012", 
         
         "author": [ 
            "Benjamin Weder","Johanna Barzen","Frank Leymann","Marie Salm","Karoline Wild"
         ],
         "authors": [
         	
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Marie",	"last" : "Salm"},
            	{"first" : "Karoline",	"last" : "Wild"}
         ],
         "volume": "2","number": "4","pages": "171--181",
         "doi" : "10.1049/qtc2.12012",
         
         "bibtexKey": "Weder_2021"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2ac32cf4b6d14e1517ea963f1aea480d0/katharinafuchs",         
         "tags" : [
            "myown","simtech","from:benjamin.weder","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "ac32cf4b6d14e1517ea963f1aea480d0",
         "interHash" : "12342f86dee8583bbcd4069c63669ce7",
         "label" : "Automated Quantum Hardware Selection for Quantum Workflows",
         "user" : "katharinafuchs",
         "description" : "",
         "date" : "2021-12-08 17:10:08",
         "changeDate" : "2021-12-08 16:10:08",
         "count" : 4,
         "pub-type": "article",
         "journal": "Electronics","publisher":"MDPI",
         "year": "2021", 
         "url": "https://www.mdpi.com/2079-9292/10/8/984", 
         
         "author": [ 
            "Benjamin Weder","Johanna Barzen","Frank Leymann","Marie Salm"
         ],
         "authors": [
         	
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Marie",	"last" : "Salm"}
         ],
         "volume": "10","number": "8",
         "iaaspdf" : "https://www.mdpi.com/2079-9292/10/8/984/pdf",
         
         "doi" : "10.3390/electronics10080984",
         
         "bibtexKey": "Weder2021_QuantumWorkflowHardwareSelection"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2bec337d99ef0fd8031d619fe6a0a1152/katharinafuchs",         
         "tags" : [
            "myown","simtech","from:benjamin.weder","pn7","postprint","exc2075"
         ],
         
         "intraHash" : "bec337d99ef0fd8031d619fe6a0a1152",
         "interHash" : "c1927dcf24bb458554264bb29f73d878",
         "label" : "The NISQ Analyzer: Automating the Selection of Quantum Computers for Quantum Algorithms",
         "user" : "katharinafuchs",
         "description" : "",
         "date" : "2021-12-08 17:10:08",
         "changeDate" : "2021-12-08 16:10:08",
         "count" : 3,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the 14th Symposium and Summer School on Service-Oriented Computing (SummerSOC 2020)","publisher":"Springer International Publishing",
         "year": "2020", 
         "url": "https://link.springer.com/chapter/10.1007/978-3-030-64846-6_5", 
         
         "author": [ 
            "Marie Salm","Johanna Barzen","Uwe Breitenbücher","Frank Leymann","Benjamin Weder","Karoline Wild"
         ],
         "authors": [
         	
            	{"first" : "Marie",	"last" : "Salm"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Uwe",	"last" : "Breitenbücher"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Karoline",	"last" : "Wild"}
         ],
         "pages": "66--85",
         "doi" : "10.1007/978-3-030-64846-6_5",
         
         "bibtexKey": "Salm2020_NISQAnalyzer"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2c3830c1dae95d399c1a98a86bcd15ed8/katharinafuchs",         
         "tags" : [
            "simtech","from:benjamin.weder","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "c3830c1dae95d399c1a98a86bcd15ed8",
         "interHash" : "c41bdbe8869e82fd121687520738b9c9",
         "label" : "SiDD: The Situation-Aware Distributed Deployment System",
         "user" : "katharinafuchs",
         "description" : "",
         "date" : "2021-12-08 17:10:08",
         "changeDate" : "2021-12-08 16:10:08",
         "count" : 3,
         "pub-type": "inproceedings",
         "booktitle": "Service-Oriented Computing  -- ICSOC 2020 Workshops","publisher":"Springer International Publishing",
         "year": "2021", 
         "url": "", 
         
         "author": [ 
            "Kálmán Képes","Frank Leymann","Benjamin Weder","Karoline Wild"
         ],
         "authors": [
         	
            	{"first" : "Kálmán",	"last" : "Képes"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Karoline",	"last" : "Wild"}
         ],
         
         "editor": [ 
            "Hakim Hacid","Fatma Outay","Hye-young Paik","Amira Alloum","Marinella Petrocchi","Mohamed Reda Bouadjenek","Amin Beheshti","Xumin Liu","Abderrahmane Maaradji"
         ],
         "editors": [
         	
            	{"first" : "Hakim",	"last" : "Hacid"},
            	{"first" : "Fatma",	"last" : "Outay"},
            	{"first" : "Hye-young",	"last" : "Paik"},
            	{"first" : "Amira",	"last" : "Alloum"},
            	{"first" : "Marinella",	"last" : "Petrocchi"},
            	{"first" : "Mohamed Reda",	"last" : "Bouadjenek"},
            	{"first" : "Amin",	"last" : "Beheshti"},
            	{"first" : "Xumin",	"last" : "Liu"},
            	{"first" : "Abderrahmane",	"last" : "Maaradji"}
         ],
         "pages": "72--76",
         "isbn" : "978-3-030-76352-7",
         
         "bibtexKey": "Kepes2020_DistChoreoDeployment"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/20a1a436719a4f50611e70ff81344c148/katharinafuchs",         
         "tags" : [
            "myown","postPrint","simtech","from:benjamin.weder","pn7","peerreviewed","exc2075"
         ],
         
         "intraHash" : "0a1a436719a4f50611e70ff81344c148",
         "interHash" : "21f9b16048d09ca6269290a5c57b225e",
         "label" : "Data Flow Dependent Component Placement of Data Processing Cloud Applications",
         "user" : "katharinafuchs",
         "description" : "",
         "date" : "2021-12-08 17:10:08",
         "changeDate" : "2021-12-08 16:10:08",
         "count" : 3,
         "pub-type": "inproceedings",
         "booktitle": "2020 IEEE International Conference on Cloud Engineering (IC2E)",
         "year": "2020", 
         "url": "https://ieeexplore.ieee.org/document/9096432/", 
         
         "author": [ 
            "M. Zimmermann","U. Breitenbücher","K. Képes","F. Leymann","B. Weder"
         ],
         "authors": [
         	
            	{"first" : "M.",	"last" : "Zimmermann"},
            	{"first" : "U.",	"last" : "Breitenbücher"},
            	{"first" : "K.",	"last" : "Képes"},
            	{"first" : "F.",	"last" : "Leymann"},
            	{"first" : "B.",	"last" : "Weder"}
         ],
         "pages": "83-94","abstract": "With the ongoing advances in the area of cloud computing, Internet of Things, Industry 4.0, and the increasing prevalence of cyber-physical systems and devices equipped with sensors, the amount of data generated every second is rising steadily. Thereby, the gathering of data and the creation of added value from this data is getting easier and easier. However, the increasing volume of data stored in the cloud leads to new challenges. Analytics software and scalable platforms are required to evaluate the data distributed all over the internet. But with distributed applications and large data sets to be handled, the network becomes a bottleneck. Therefore, in this work, we present an approach to automatically improve the deployment of such applications regarding the placement of data processing components dependent on the data flow of the application. To show the practical feasibility of our approach, we implemented a prototype based on the open-source ecosystem OpenTOSCA. Moreover, we evaluated our prototype using various scenarios.",
         "doi" : "10.1109/IC2E48712.2020.00016",
         
         "bibtexKey": "9096432"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2eecf093c61eb8d86eaff96bbebe69fe8/katharinafuchs",         
         "tags" : [
            "myown","simtech","from:benjamin.weder","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "eecf093c61eb8d86eaff96bbebe69fe8",
         "interHash" : "833d8c9b5a0b89152a6d0f7e626e6a79",
         "label" : "The Quantum Software Lifecycle",
         "user" : "katharinafuchs",
         "description" : "",
         "date" : "2021-12-08 17:10:08",
         "changeDate" : "2021-12-08 16:10:08",
         "count" : 4,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the 1st ACM SIGSOFT International Workshop on Architectures and Paradigms for Engineering Quantum Software (APEQS 2020)","publisher":"ACM",
         "year": "2020", 
         "url": "https://dl.acm.org/doi/10.1145/3412451.3428497", 
         
         "author": [ 
            "Benjamin Weder","Johanna Barzen","Frank Leymann","Marie Salm","Daniel Vietz"
         ],
         "authors": [
         	
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Marie",	"last" : "Salm"},
            	{"first" : "Daniel",	"last" : "Vietz"}
         ],
         "pages": "2--9",
         "doi" : "10.1145/3412451.3428497",
         
         "bibtexKey": "Weder2020_QuantumSoftwareLifecycle"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/299c86a4d30cb9392f618a01bc102fedd/katharinafuchs",         
         "tags" : [
            "myown","simtech","from:benjamin.weder","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "99c86a4d30cb9392f618a01bc102fedd",
         "interHash" : "5a337713f71edb20219b66c03fd7b622",
         "label" : "Automating the Comparison of Quantum Compilers for Quantum Circuits",
         "user" : "katharinafuchs",
         "description" : "",
         "date" : "2021-12-08 17:10:08",
         "changeDate" : "2021-12-08 16:10:08",
         "count" : 4,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the 15th Symposium and Summer School on Service-Oriented Computing (SummerSOC 2021)","publisher":"Springer",
         "year": "2021", 
         "url": "https://link.springer.com/chapter/10.1007/978-3-030-87568-8_4#citeas", 
         
         "author": [ 
            "Marie Salm","Johanna Barzen","Frank Leymann","Benjamin Weder","Karoline Wild"
         ],
         "authors": [
         	
            	{"first" : "Marie",	"last" : "Salm"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Karoline",	"last" : "Wild"}
         ],
         "pages": "64-80",
         "doi" : "10.1007/978-3-030-87568-8_4",
         
         "bibtexKey": "noauthororeditor"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2684ba6cc33592f9ce01a7a3ac0069be2/katharinafuchs",         
         "tags" : [
            "myown","simtech","from:benjamin.weder","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "684ba6cc33592f9ce01a7a3ac0069be2",
         "interHash" : "cc51d89cf17e7e5b7a6951108baa75bc",
         "label" : "About a Criterion of Successfully Executing a Circuit in the NISQ Era: What $wd 1/\\epsilon_eff$ Really Means",
         "user" : "katharinafuchs",
         "description" : "",
         "date" : "2021-12-08 17:10:08",
         "changeDate" : "2021-12-08 16:10:08",
         "count" : 3,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the 1st ACM SIGSOFT International Workshop on Architectures and Paradigms for Engineering Quantum Software","publisher":"ACM",
         "year": "2020", 
         "url": "https://doi.org/10.1145%2F3412451.3428498", 
         
         "author": [ 
            "Marie Salm","Johanna Barzen","Frank Leymann","Benjamin Weder"
         ],
         "authors": [
         	
            	{"first" : "Marie",	"last" : "Salm"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Benjamin",	"last" : "Weder"}
         ],
         
         "doi" : "10.1145/3412451.3428498",
         
         "bibtexKey": "Salm_2020"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/249d86bffd0542d056a4371906a64f6a0/katharinafuchs",         
         "tags" : [
            "simtech","from:benjamin.weder","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "49d86bffd0542d056a4371906a64f6a0",
         "interHash" : "4b6257a3be534da0867f72678c89ccd1",
         "label" : "Integrating Quantum Computing into Workflow Modeling and Execution",
         "user" : "katharinafuchs",
         "description" : "",
         "date" : "2021-12-08 17:10:08",
         "changeDate" : "2021-12-08 16:10:08",
         "count" : 4,
         "pub-type": "inproceedings",
         "booktitle": "2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing (UCC)",
         "year": "2020", 
         "url": "https://ieeexplore.ieee.org/document/9302814/", 
         
         "author": [ 
            "B. Weder","U. Breitenbücher","F. Leymann","K. Wild"
         ],
         "authors": [
         	
            	{"first" : "B.",	"last" : "Weder"},
            	{"first" : "U.",	"last" : "Breitenbücher"},
            	{"first" : "F.",	"last" : "Leymann"},
            	{"first" : "K.",	"last" : "Wild"}
         ],
         "pages": "279-291","abstract": "Quantum computing has the potential to significantly impact many application domains, as several quantum algorithms are promising to solve problems more efficiently than possible on classical computers. However, various complex pre- and post-processing tasks have to be performed when executing a quantum circuit, which require immense mathematical and technical knowledge. For example, calculations on today\u2019s quantum computers are noisy and require an error mitigation task after the execution. Hence, integrating classical applications with quantum circuits is a difficult challenge. In this paper, we introduce a modeling extension for imperative workflow languages to enable the integration of quantum computations and ease the orchestration of classical applications and quantum circuits. Further, we show how the extension can be mapped to native modeling constructs of extended workflow languages to retain the portability of the workflows. We validate the practical feasibility of our approach by applying our proposed extension to BPMN and introduce Quantum4BPMN.",
         "doi" : "10.1109/UCC48980.2020.00046",
         
         "bibtexKey": "9302814"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/241e04c19208edc5c482a7a662a08f294/katharinafuchs",         
         "tags" : [
            "myown","simtech","from:benjamin.weder","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "41e04c19208edc5c482a7a662a08f294",
         "interHash" : "457a0499628ff0ec0e2d8290e4227b79",
         "label" : "Automated Generation of Management Workflows for Applications Based on Deployment Models",
         "user" : "katharinafuchs",
         "description" : "",
         "date" : "2021-12-08 17:10:08",
         "changeDate" : "2021-12-08 16:10:08",
         "count" : 3,
         "pub-type": "inproceedings",
         "booktitle": "2019 IEEE 23rd International Enterprise Distributed Object Computing Conference (EDOC)",
         "year": "2019", 
         "url": "https://ieeexplore.ieee.org/document/8945014/", 
         
         "author": [ 
            "L. Harzenetter","U. Breitenbücher","F. Leymann","K. Saatkamp","B. Weder","M. Wurster"
         ],
         "authors": [
         	
            	{"first" : "L.",	"last" : "Harzenetter"},
            	{"first" : "U.",	"last" : "Breitenbücher"},
            	{"first" : "F.",	"last" : "Leymann"},
            	{"first" : "K.",	"last" : "Saatkamp"},
            	{"first" : "B.",	"last" : "Weder"},
            	{"first" : "M.",	"last" : "Wurster"}
         ],
         "pages": "216-225","abstract": "To automate the deployment of applications several deployment technologies have been developed. However, the management of deployed applications is only partially covered by existing approaches: While management functionalities such as scaling components or changing their configurations are covered directly by cloud providers or configuration management technologies such as Chef, holistic management processes that affect multiple components probably deployed in different environments cannot be automated using these approaches. For example, testing all deployed components and their communication or backing up the entire application state that is scattered across different components requires custom management logic that needs to be implemented manually, e. g., using scripts. However, a manual implementation of such management processes is errorprone, time-consuming, and requires immense technical expertise. Therefore, we propose an approach that enables automatically generating executable management workflows based on the declarative deployment model of an application. This significantly reduces the effort for automating holistic management processes as no manual implementation is required. We validate the practical feasibility of the approach by a prototypical implementation based on the TOSCA standard and the OpenTOSCA ecosystem.",
         "issn" : "2325-6362",
         
         "doi" : "10.1109/EDOC.2019.00034",
         
         "bibtexKey": "8945014"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2d7d12b39f446d6a23f7588c11cd83c3c/katharinafuchs",         
         "tags" : [
            "myown","simtech","from:benjamin.weder","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "d7d12b39f446d6a23f7588c11cd83c3c",
         "interHash" : "51537a29efeff829b43b431380fc9a25",
         "label" : "Deployable Self-Contained Workflow Models",
         "user" : "katharinafuchs",
         "description" : "",
         "date" : "2021-12-08 17:10:08",
         "changeDate" : "2021-12-08 16:10:08",
         "count" : 3,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the 8th European Conference on Service-Oriented and Cloud Computing (ESOCC 2020)","publisher":"Springer International Publishing",
         "year": "2020", 
         "url": "", 
         
         "author": [ 
            "Benjamin Weder","Uwe Breitenbücher","Kálmán Képes","Frank Leymann","Michael Zimmermann"
         ],
         "authors": [
         	
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Uwe",	"last" : "Breitenbücher"},
            	{"first" : "Kálmán",	"last" : "Képes"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Michael",	"last" : "Zimmermann"}
         ],
         "pages": "85--96",
         "doi" : "10.1007/978-3-030-44769-4_7",
         
         "bibtexKey": "Weder2020_SelfContainedWorkflow"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2d4f6bf92ba06d46cc0c99b442da21d44/benjamin.weder",         
         "tags" : [
            "myown","simtech","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "d4f6bf92ba06d46cc0c99b442da21d44",
         "interHash" : "76293ce6aebd7161eccbafa0730b0fed",
         "label" : "Hybrid Quantum Applications Need Two Orchestrations in Superposition: A Software Architecture Perspective",
         "user" : "benjamin.weder",
         "description" : "",
         "date" : "2021-11-12 16:45:09",
         "changeDate" : "2021-11-12 15:45:09",
         "count" : 2,
         "pub-type": "inproceedings",
         "booktitle": "2021 IEEE International Conference on Web Services (ICWS)",
         "year": "2021", 
         "url": "", 
         
         "author": [ 
            "Benjamin Weder","Johanna Barzen","Frank Leymann","Michael Zimmermann"
         ],
         "authors": [
         	
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Michael",	"last" : "Zimmermann"}
         ],
         "pages": "1-13","abstract": "Quantum applications are most often hybrid, i.e., they are not only made of implementations of pure quantum algorithms but also of classical programs as well as workflows and topologies as key artifacts, and data they process. Since workflows and topologies are referred to as \u201Corchestrations\u201D in modern terminology (but with very different meanings), two orchestrations that go hand-in-hand are required to realize quantum applications. We motivate this by means of a nontrivial example, sketch these orchestration technologies, and reveal the overall structure of non-trivial quantum applications. Furthermore, we discuss the implied architecture of a runtime environment for such quantum applications. To validate the introduced architecture, we present a prototypical implementation based on the Camunda workflow engine, its associated modeling tool, as well as the OpenTOSCA ecosystem.",
         "doi" : "10.1109/ICWS53863.2021.00015",
         
         "bibtexKey": "9590459"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/299c86a4d30cb9392f618a01bc102fedd/benjamin.weder",         
         "tags" : [
            "myown","simtech","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "99c86a4d30cb9392f618a01bc102fedd",
         "interHash" : "5a337713f71edb20219b66c03fd7b622",
         "label" : "Automating the Comparison of Quantum Compilers for Quantum Circuits",
         "user" : "benjamin.weder",
         "description" : "",
         "date" : "2021-10-18 11:02:00",
         "changeDate" : "2021-10-18 09:02:00",
         "count" : 4,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the 15th Symposium and Summer School on Service-Oriented Computing (SummerSOC 2021)","publisher":"Springer",
         "year": "2021", 
         "url": "https://link.springer.com/chapter/10.1007/978-3-030-87568-8_4#citeas", 
         
         "author": [ 
            "Marie Salm","Johanna Barzen","Frank Leymann","Benjamin Weder","Karoline Wild"
         ],
         "authors": [
         	
            	{"first" : "Marie",	"last" : "Salm"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Karoline",	"last" : "Wild"}
         ],
         "pages": "64-80",
         "doi" : "10.1007/978-3-030-87568-8_4",
         
         "bibtexKey": "noauthororeditor"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2c3830c1dae95d399c1a98a86bcd15ed8/benjamin.weder",         
         "tags" : [
            "myown","simtech","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "c3830c1dae95d399c1a98a86bcd15ed8",
         "interHash" : "c41bdbe8869e82fd121687520738b9c9",
         "label" : "SiDD: The Situation-Aware Distributed Deployment System",
         "user" : "benjamin.weder",
         "description" : "",
         "date" : "2021-06-07 11:57:13",
         "changeDate" : "2021-11-12 15:41:26",
         "count" : 3,
         "pub-type": "inproceedings",
         "booktitle": "Service-Oriented Computing  -- ICSOC 2020 Workshops","publisher":"Springer International Publishing",
         "year": "2021", 
         "url": "", 
         
         "author": [ 
            "Kálmán Képes","Frank Leymann","Benjamin Weder","Karoline Wild"
         ],
         "authors": [
         	
            	{"first" : "Kálmán",	"last" : "Képes"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Karoline",	"last" : "Wild"}
         ],
         
         "editor": [ 
            "Hakim Hacid","Fatma Outay","Hye-young Paik","Amira Alloum","Marinella Petrocchi","Mohamed Reda Bouadjenek","Amin Beheshti","Xumin Liu","Abderrahmane Maaradji"
         ],
         "editors": [
         	
            	{"first" : "Hakim",	"last" : "Hacid"},
            	{"first" : "Fatma",	"last" : "Outay"},
            	{"first" : "Hye-young",	"last" : "Paik"},
            	{"first" : "Amira",	"last" : "Alloum"},
            	{"first" : "Marinella",	"last" : "Petrocchi"},
            	{"first" : "Mohamed Reda",	"last" : "Bouadjenek"},
            	{"first" : "Amin",	"last" : "Beheshti"},
            	{"first" : "Xumin",	"last" : "Liu"},
            	{"first" : "Abderrahmane",	"last" : "Maaradji"}
         ],
         "pages": "72--76",
         "isbn" : "978-3-030-76352-7",
         
         "doi" : "10.1007/978-3-030-76352-7_11",
         
         "bibtexKey": "Kepes2020_DistChoreoDeployment"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2ac32cf4b6d14e1517ea963f1aea480d0/benjamin.weder",         
         "tags" : [
            "myown","simtech","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "ac32cf4b6d14e1517ea963f1aea480d0",
         "interHash" : "12342f86dee8583bbcd4069c63669ce7",
         "label" : "Automated Quantum Hardware Selection for Quantum Workflows",
         "user" : "benjamin.weder",
         "description" : "",
         "date" : "2021-04-21 10:26:25",
         "changeDate" : "2021-04-21 08:27:26",
         "count" : 4,
         "pub-type": "article",
         "journal": "Electronics","publisher":"MDPI",
         "year": "2021", 
         "url": "https://www.mdpi.com/2079-9292/10/8/984", 
         
         "author": [ 
            "Benjamin Weder","Johanna Barzen","Frank Leymann","Marie Salm"
         ],
         "authors": [
         	
            	{"first" : "Benjamin",	"last" : "Weder"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Marie",	"last" : "Salm"}
         ],
         "volume": "10","number": "8","abstract": "The execution of a quantum algorithm typically requires various classical pre- and post-processing tasks. Hence, workflows are a promising means to orchestrate these tasks, benefiting from their reliability, robustness, and features, such as transactional processing. However, the implementations of the tasks may be very heterogeneous and they depend on the quantum hardware used to execute the quantum circuits of the algorithm. Additionally, today\u2019s quantum computers are still restricted, which limits the size of the quantum circuits that can be executed. As the circuit size often depends on the input data of the algorithm, the selection of quantum hardware to execute a quantum circuit must be done at workflow runtime. However, modeling all possible alternative tasks would clutter the workflow model and require its adaptation whenever a new quantum computer or software tool is released. To overcome this problem, we introduce an approach to automatically select suitable quantum hardware for the execution of quantum circuits in workflows. Furthermore, it enables the dynamic adaptation of the workflows, depending on the selection at runtime based on reusable workflow fragments. We validate our approach with a prototypical implementation and a case study demonstrating the hardware selection for Simon\u2019s algorithm.",
         "iaaspdf" : "https://www.mdpi.com/2079-9292/10/8/984/pdf",
         
         "doi" : "10.3390/electronics10080984",
         
         "bibtexKey": "Weder2021_QuantumWorkflowHardwareSelection"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/249d86bffd0542d056a4371906a64f6a0/benjamin.weder",         
         "tags" : [
            "simtech","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "49d86bffd0542d056a4371906a64f6a0",
         "interHash" : "4b6257a3be534da0867f72678c89ccd1",
         "label" : "Integrating Quantum Computing into Workflow Modeling and Execution",
         "user" : "benjamin.weder",
         "description" : "",
         "date" : "2021-01-11 09:49:10",
         "changeDate" : "2021-01-11 08:49:10",
         "count" : 4,
         "pub-type": "inproceedings",
         "booktitle": "2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing (UCC)",
         "year": "2020", 
         "url": "https://ieeexplore.ieee.org/document/9302814/", 
         
         "author": [ 
            "B. Weder","U. Breitenbücher","F. Leymann","K. Wild"
         ],
         "authors": [
         	
            	{"first" : "B.",	"last" : "Weder"},
            	{"first" : "U.",	"last" : "Breitenbücher"},
            	{"first" : "F.",	"last" : "Leymann"},
            	{"first" : "K.",	"last" : "Wild"}
         ],
         "pages": "279-291","abstract": "Quantum computing has the potential to significantly impact many application domains, as several quantum algorithms are promising to solve problems more efficiently than possible on classical computers. However, various complex pre- and post-processing tasks have to be performed when executing a quantum circuit, which require immense mathematical and technical knowledge. For example, calculations on today\u2019s quantum computers are noisy and require an error mitigation task after the execution. Hence, integrating classical applications with quantum circuits is a difficult challenge. In this paper, we introduce a modeling extension for imperative workflow languages to enable the integration of quantum computations and ease the orchestration of classical applications and quantum circuits. Further, we show how the extension can be mapped to native modeling constructs of extended workflow languages to retain the portability of the workflows. We validate the practical feasibility of our approach by applying our proposed extension to BPMN and introduce Quantum4BPMN.",
         "doi" : "10.1109/UCC48980.2020.00046",
         
         "bibtexKey": "9302814"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2684ba6cc33592f9ce01a7a3ac0069be2/benjamin.weder",         
         "tags" : [
            "myown","simtech","pn7","peerreviewed","postprint","exc2075"
         ],
         
         "intraHash" : "684ba6cc33592f9ce01a7a3ac0069be2",
         "interHash" : "cc51d89cf17e7e5b7a6951108baa75bc",
         "label" : "About a Criterion of Successfully Executing a Circuit in the NISQ Era: What $wd 1/\\epsilon_eff$ Really Means",
         "user" : "benjamin.weder",
         "description" : "",
         "date" : "2020-12-14 09:23:21",
         "changeDate" : "2020-12-14 08:23:21",
         "count" : 3,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the 1st ACM SIGSOFT International Workshop on Architectures and Paradigms for Engineering Quantum Software","publisher":"ACM",
         "year": "2020", 
         "url": "https://doi.org/10.1145%2F3412451.3428498", 
         
         "author": [ 
            "Marie Salm","Johanna Barzen","Frank Leymann","Benjamin Weder"
         ],
         "authors": [
         	
            	{"first" : "Marie",	"last" : "Salm"},
            	{"first" : "Johanna",	"last" : "Barzen"},
            	{"first" : "Frank",	"last" : "Leymann"},
            	{"first" : "Benjamin",	"last" : "Weder"}
         ],
         
         "doi" : "10.1145/3412451.3428498",
         
         "bibtexKey": "Salm_2020"

      }
	  
   ]
}