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In this paper, we propose a fullyautomated approach to the joint optimization problem of scaling and placement, enabling quick reaction to changes. We formalize the problem, analyze its complexity, and develop two algorithms to solve it. Extensive empirical results show the applicability andeffectiveness of the proposed approach."}],"date_created":"2017-10-17T12:41:08Z","file":[{"file_id":"3324","content_type":"application/pdf","relation":"main_file","date_updated":"2018-06-25T08:07:43Z","file_name":"RIS.pdf","file_size":2229109,"access_level":"open_access","date_created":"2018-06-25T08:07:43Z","creator":"sevilmeh"}],"department":[{"_id":"75"}],"type":"conference"},{"place":"Cham","date_created":"2019-03-29T13:28:56Z","department":[{"_id":"101"}],"type":"conference","citation":{"ieee":"S. Peitz and M. Dellnitz, “Gradient-Based Multiobjective Optimization with Uncertainties,” in <i>NEO 2016</i>, 2017, pp. 159–182.","apa":"Peitz, S., &#38; Dellnitz, M. (2017). 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In <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i> (pp. 379–385). Piscataway, NJ, USA: IEEE. <a href=\"https://doi.org/10.1109/REW.2017.26\">https://doi.org/10.1109/REW.2017.26</a>","bibtex":"@inproceedings{van Rooijen_Bäumer_Platenius_Geierhos_Hamann_Engels_2017, place={Piscataway, NJ, USA}, title={From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process}, DOI={<a href=\"https://doi.org/10.1109/REW.2017.26\">10.1109/REW.2017.26</a>}, booktitle={2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)}, publisher={IEEE}, author={van Rooijen, Lorijn and Bäumer, Frederik Simon and Platenius, Marie Christin and Geierhos, Michaela and Hamann, Heiko and Engels, Gregor}, year={2017}, pages={379–385} }","ama":"van Rooijen L, Bäumer FS, Platenius MC, Geierhos M, Hamann H, Engels G. From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process. In: <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i>. Piscataway, NJ, USA: IEEE; 2017:379-385. doi:<a href=\"https://doi.org/10.1109/REW.2017.26\">10.1109/REW.2017.26</a>","mla":"van Rooijen, Lorijn, et al. “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.” <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i>, IEEE, 2017, pp. 379–85, doi:<a href=\"https://doi.org/10.1109/REW.2017.26\">10.1109/REW.2017.26</a>."},"file_date_updated":"2018-11-02T14:50:35Z","doi":"10.1109/REW.2017.26","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2022-01-06T07:04:18Z","publication_identifier":{"eisbn":["978-1-5386-3488-2 "],"isbn":["978-1-5386-3489-9"]},"author":[{"id":"58843","first_name":"Lorijn","last_name":"van Rooijen","full_name":"van Rooijen, Lorijn"},{"last_name":"Bäumer","first_name":"Frederik Simon","full_name":"Bäumer, Frederik Simon","id":"38837"},{"last_name":"Platenius","first_name":"Marie Christin","full_name":"Platenius, Marie Christin"},{"id":"42496","last_name":"Geierhos","first_name":"Michaela","orcid":"0000-0002-8180-5606","full_name":"Geierhos, Michaela"},{"full_name":"Hamann, Heiko","last_name":"Hamann","first_name":"Heiko"},{"id":"107","full_name":"Engels, Gregor","first_name":"Gregor","last_name":"Engels"}],"title":"From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process","year":"2017","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"},{"_id":"34"},{"_id":"7"},{"_id":"66"},{"_id":"238"},{"_id":"63"}],"type":"conference","keyword":["Software","Unified modeling language","Requirements engineering","Ontologies","Search problems","Natural languages"],"date_created":"2017-10-17T12:41:10Z","file":[{"creator":"ups","date_created":"2018-11-02T14:50:35Z","relation":"main_file","date_updated":"2018-11-02T14:50:35Z","file_name":"08054881.pdf","access_level":"closed","file_size":433613,"file_id":"5285","success":1,"content_type":"application/pdf"}],"abstract":[{"lang":"eng","text":"Bridging the gap between informal, imprecise, and vague user requirements descriptions and precise formalized specifications is the main task of requirements engineering. Techniques such as interviews or story telling are used when requirements engineers try to identify a user's needs. The requirements specification process is typically done in a dialogue between users, domain experts, and requirements engineers. In our research, we aim at automating the specification of requirements. The idea is to distinguish between untrained users and trained users, and to exploit domain knowledge learned from previous runs of our system. We let untrained users provide unstructured natural language descriptions, while we allow trained users to provide examples of behavioral descriptions. In both cases, our goal is to synthesize formal requirements models similar to statecharts. From requirements specification processes with trained users, behavioral ontologies are learned which are later used to support the requirements specification process for untrained users. Our research method is original in combining natural language processing and search-based techniques for the synthesis of requirements specifications. Our work is embedded in a larger project that aims at automating the whole software development and deployment process in envisioned future software service markets."}],"publication":"2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)"},{"user_id":"13271","ddc":["004"],"urn":"9810","_id":"981","has_accepted_license":"1","conference":{"location":"Berlin","name":"IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN)"},"status":"public","oa":"1","place":"Berlin","project":[{"call_identifier":"5G PPP Phase 1","name":"SONATA NFV: Agile Service Development and Orchestration in 5G Virtualized Networks","_id":"25","grant_number":"671517"},{"_id":"1","name":"SFB 901"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C4","_id":"16"}],"citation":{"chicago":"Peuster, Manuel, and Holger Karl. “Profile Your Chains, Not Functions. Automated Network Service Profiling in DevOps Environments.” In <i>IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN)</i>. Berlin, 2017. <a href=\"https://doi.org/10.1109/NFV-SDN.2017.8169826\">https://doi.org/10.1109/NFV-SDN.2017.8169826</a>.","short":"M. Peuster, H. Karl, in: IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN), Berlin, 2017.","ieee":"M. Peuster and H. Karl, “Profile Your Chains, Not Functions. Automated Network Service Profiling in DevOps Environments,” in <i>IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN)</i>, Berlin, 2017.","apa":"Peuster, M., &#38; Karl, H. (2017). Profile Your Chains, Not Functions. Automated Network Service Profiling in DevOps Environments. In <i>IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN)</i>. Berlin. <a href=\"https://doi.org/10.1109/NFV-SDN.2017.8169826\">https://doi.org/10.1109/NFV-SDN.2017.8169826</a>","bibtex":"@inproceedings{Peuster_Karl_2017, place={Berlin}, title={Profile Your Chains, Not Functions. Automated Network Service Profiling in DevOps Environments}, DOI={<a href=\"https://doi.org/10.1109/NFV-SDN.2017.8169826\">10.1109/NFV-SDN.2017.8169826</a>}, booktitle={IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN)}, author={Peuster, Manuel and Karl, Holger}, year={2017} }","ama":"Peuster M, Karl H. Profile Your Chains, Not Functions. Automated Network Service Profiling in DevOps Environments. In: <i>IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN)</i>. Berlin; 2017. doi:<a href=\"https://doi.org/10.1109/NFV-SDN.2017.8169826\">10.1109/NFV-SDN.2017.8169826</a>","mla":"Peuster, Manuel, and Holger Karl. “Profile Your Chains, Not Functions. Automated Network Service Profiling in DevOps Environments.” <i>IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN)</i>, 2017, doi:<a href=\"https://doi.org/10.1109/NFV-SDN.2017.8169826\">10.1109/NFV-SDN.2017.8169826</a>."},"file_date_updated":"2018-07-05T11:14:00Z","doi":"10.1109/NFV-SDN.2017.8169826","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2022-01-06T07:04:22Z","author":[{"full_name":"Peuster, Manuel","last_name":"Peuster","first_name":"Manuel","id":"13271"},{"id":"126","full_name":"Karl, Holger","last_name":"Karl","first_name":"Holger"}],"year":"2017","title":"Profile Your Chains, Not Functions. Automated Network Service Profiling in DevOps Environments","department":[{"_id":"75"}],"type":"conference","date_created":"2017-11-27T10:22:29Z","file":[{"date_created":"2018-07-05T11:14:00Z","creator":"peuster","content_type":"application/pdf","file_id":"3431","date_updated":"2018-07-05T11:14:00Z","relation":"main_file","access_level":"open_access","file_size":2642306,"file_name":"main_ris.pdf"}],"abstract":[{"lang":"eng","text":"Benchmarking and profiling virtual network functions (VNFs) generates input\r\nknowledge for resource management decisions taken by \r\nmanagement and orchestration systems. \r\nSuch VNFs are usually not executed in isolation but are often deployed as part of a service function chain (SFC) that connects single functions into complex \r\nstructures. To manage such chains, isolated performance\r\nprofiles of single functions have to be combined to get insights into \r\nthe overall behavior of an SFC. This becomes particularly\r\nchallenging in highly agile DevOps environments in which profiling\r\nprocesses need to be fully automated and detailed insights about a chain's\r\ninternal structures are not always available. \r\n\r\nIn this paper, we introduce a\r\nfully automatable, flexible, and platform-agnostic profiling\r\nsystem that allows to profile entire SFCs at once. This obviates \r\nmanual modeling procedures to combine profiling results from single\r\nVNFs to reflect SFC performance. \r\nWe use a case study with different SFC configurations to show that it\r\nis hard to model the resulting SFC performance based on single-VNF measurements and that\r\nperformance interactions between real, non-trivial functions that are deployed in a\r\nchain exist.  "}],"publication":"IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN)"},{"user_id":"126","ddc":["004"],"main_file_link":[{"url":"http://ieeexplore.ieee.org/document/8011315/"}],"_id":"983","date_updated":"2019-01-03T13:18:55Z","status":"public","title":"Assessing Genetic Algorithms for Placing Flow Processing-aware Control Applications","year":"2017","author":[{"id":"42575","last_name":"Auroux","first_name":"Sébastien","full_name":"Auroux, Sébastien"},{"full_name":"Scholz, S.","first_name":"S.","last_name":"Scholz"},{"first_name":"Holger","last_name":"Karl","full_name":"Karl, Holger","id":"126"}],"type":"conference","department":[{"_id":"75"}],"date_created":"2017-11-27T10:22:29Z","project":[{"_id":"22","grant_number":"318115","name":"Connectivity management for eneRgy Optimised Wireless Dense works","call_identifier":"FP7-ICT-2011-C"}],"publication":"Proc. European Wireless","citation":{"short":"S. Auroux, S. Scholz, H. Karl, in: Proc. European Wireless, 2017.","ama":"Auroux S, Scholz S, Karl H. Assessing Genetic Algorithms for Placing Flow Processing-aware Control Applications. In: <i>Proc. European Wireless</i>. ; 2017.","chicago":"Auroux, Sébastien, S. Scholz, and Holger Karl. “Assessing Genetic Algorithms for Placing Flow Processing-Aware Control Applications.” In <i>Proc. European Wireless</i>, 2017.","bibtex":"@inproceedings{Auroux_Scholz_Karl_2017, title={Assessing Genetic Algorithms for Placing Flow Processing-aware Control Applications}, booktitle={Proc. European Wireless}, author={Auroux, Sébastien and Scholz, S. and Karl, Holger}, year={2017} }","mla":"Auroux, Sébastien, et al. “Assessing Genetic Algorithms for Placing Flow Processing-Aware Control Applications.” <i>Proc. European Wireless</i>, 2017.","apa":"Auroux, S., Scholz, S., &#38; Karl, H. (2017). Assessing Genetic Algorithms for Placing Flow Processing-aware Control Applications. In <i>Proc. European Wireless</i>.","ieee":"S. Auroux, S. Scholz, and H. Karl, “Assessing Genetic Algorithms for Placing Flow Processing-aware Control Applications,” in <i>Proc. European Wireless</i>, 2017."},"ec_funded":"1"},{"keyword":["Load restorationRestoration stageRenewable energyVoltage/frequency fluctuations"],"type":"journal_article","department":[{"_id":"78"}],"date_created":"2019-05-22T13:14:20Z","abstract":[{"lang":"eng","text":"This is a study of a combined load restoration and generator start-up procedure. The procedure is structured into three stages according to the power system status and the goal of load restoration. Moreover, for each load restoration stage, the proposed algorithm determines a load restoration sequence by considering renewable energy such as solar and wind park to achieve objective functions. The validity and performance of the proposed algorithm is demonstrated through simulations using IEEE-39 network."}],"publication":"Elsevier International Journal of Electrical Power and Energy Systems (IJEPES)","citation":{"bibtex":"@article{Shen_Kaufmann_Braun_2017, title={Three-Stage Power System Restoration Methodology Considering Renewable Energies}, volume={94}, DOI={<a href=\"https://doi.org/10.1016/j.ijepes.2017.07.007\">10.1016/j.ijepes.2017.07.007</a>}, journal={Elsevier International Journal of Electrical Power and Energy Systems (IJEPES)}, author={Shen, Cong and Kaufmann, Paul and Braun, Martin}, year={2017}, pages={287–299} }","ama":"Shen C, Kaufmann P, Braun M. Three-Stage Power System Restoration Methodology Considering Renewable Energies. <i>Elsevier International Journal of Electrical Power and Energy Systems (IJEPES)</i>. 2017;94:287-299. doi:<a href=\"https://doi.org/10.1016/j.ijepes.2017.07.007\">10.1016/j.ijepes.2017.07.007</a>","mla":"Shen, Cong, et al. “Three-Stage Power System Restoration Methodology Considering Renewable Energies.” <i>Elsevier International Journal of Electrical Power and Energy Systems (IJEPES)</i>, vol. 94, 2017, pp. 287–99, doi:<a href=\"https://doi.org/10.1016/j.ijepes.2017.07.007\">10.1016/j.ijepes.2017.07.007</a>.","short":"C. Shen, P. Kaufmann, M. Braun, Elsevier International Journal of Electrical Power and Energy Systems (IJEPES) 94 (2017) 287–299.","chicago":"Shen, Cong, Paul Kaufmann, and Martin Braun. “Three-Stage Power System Restoration Methodology Considering Renewable Energies.” <i>Elsevier International Journal of Electrical Power and Energy Systems (IJEPES)</i> 94 (2017): 287–99. <a href=\"https://doi.org/10.1016/j.ijepes.2017.07.007\">https://doi.org/10.1016/j.ijepes.2017.07.007</a>.","ieee":"C. Shen, P. Kaufmann, and M. Braun, “Three-Stage Power System Restoration Methodology Considering Renewable Energies,” <i>Elsevier International Journal of Electrical Power and Energy Systems (IJEPES)</i>, vol. 94, pp. 287–299, 2017.","apa":"Shen, C., Kaufmann, P., &#38; Braun, M. (2017). Three-Stage Power System Restoration Methodology Considering Renewable Energies. <i>Elsevier International Journal of Electrical Power and Energy Systems (IJEPES)</i>, <i>94</i>, 287–299. <a href=\"https://doi.org/10.1016/j.ijepes.2017.07.007\">https://doi.org/10.1016/j.ijepes.2017.07.007</a>"},"user_id":"3118","doi":"10.1016/j.ijepes.2017.07.007","volume":94,"page":"287-299","_id":"9919","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2019-10-06T21:56:18Z","intvolume":"        94","year":"2017","status":"public","title":"Three-Stage Power System Restoration Methodology Considering Renewable Energies","author":[{"first_name":"Cong","last_name":"Shen","full_name":"Shen, Cong"},{"full_name":"Kaufmann, Paul","last_name":"Kaufmann","first_name":"Paul"},{"full_name":"Braun, Martin","last_name":"Braun","first_name":"Martin"}]},{"year":"2017","title":"IDEal: Efficient and Precise Alias-aware Dataflow Analysis","author":[{"last_name":"Späth","first_name":"Johannes","full_name":"Späth, Johannes"},{"last_name":"Ali","first_name":"Karim","full_name":"Ali, Karim"},{"orcid":"0000-0003-3470-3647","first_name":"Eric","last_name":"Bodden","full_name":"Bodden, Eric","id":"59256"}],"date_updated":"2022-01-06T07:01:44Z","main_file_link":[{"url":" http://bodden.de/pubs/sab17ideal.pdf"}],"language":[{"iso":"eng"}],"publication":"2017 International Conference on Object-Oriented Programming, Languages and Applications (OOPSLA/SPLASH)","file":[{"date_created":"2018-11-02T14:28:13Z","creator":"ups","success":1,"content_type":"application/pdf","file_id":"5273","access_level":"closed","file_size":1021251,"file_name":"sab17ideal.pdf","date_updated":"2018-11-02T14:28:13Z","relation":"main_file"}],"date_created":"2018-10-31T12:46:50Z","keyword":["ATTRACT","ITSECWEBSITE","CROSSING"],"type":"conference","department":[{"_id":"76"}],"status":"public","has_accepted_license":"1","_id":"5204","publisher":"ACM Press","ddc":["000"],"user_id":"477","file_date_updated":"2018-11-02T14:28:13Z","citation":{"apa":"Späth, J., Ali, K., &#38; Bodden, E. (2017). IDEal: Efficient and Precise Alias-aware Dataflow Analysis. In <i>2017 International Conference on Object-Oriented Programming, Languages and Applications (OOPSLA/SPLASH)</i>. ACM Press.","ieee":"J. Späth, K. Ali, and E. Bodden, “IDEal: Efficient and Precise Alias-aware Dataflow Analysis,” in <i>2017 International Conference on Object-Oriented Programming, Languages and Applications (OOPSLA/SPLASH)</i>, 2017.","chicago":"Späth, Johannes, Karim Ali, and Eric Bodden. “IDEal: Efficient and Precise Alias-Aware Dataflow Analysis.” In <i>2017 International Conference on Object-Oriented Programming, Languages and Applications (OOPSLA/SPLASH)</i>. ACM Press, 2017.","short":"J. Späth, K. Ali, E. Bodden, in: 2017 International Conference on Object-Oriented Programming, Languages and Applications (OOPSLA/SPLASH), ACM Press, 2017.","mla":"Späth, Johannes, et al. “IDEal: Efficient and Precise Alias-Aware Dataflow Analysis.” <i>2017 International Conference on Object-Oriented Programming, Languages and Applications (OOPSLA/SPLASH)</i>, ACM Press, 2017.","ama":"Späth J, Ali K, Bodden E. IDEal: Efficient and Precise Alias-aware Dataflow Analysis. In: <i>2017 International Conference on Object-Oriented Programming, Languages and Applications (OOPSLA/SPLASH)</i>. ACM Press; 2017.","bibtex":"@inproceedings{Späth_Ali_Bodden_2017, title={IDEal: Efficient and Precise Alias-aware Dataflow Analysis}, booktitle={2017 International Conference on Object-Oriented Programming, Languages and Applications (OOPSLA/SPLASH)}, publisher={ACM Press}, author={Späth, Johannes and Ali, Karim and Bodden, Eric}, year={2017} }"},"project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B4","_id":"12"}]},{"citation":{"bibtex":"@article{Fischer_Fuhry_Kerschbaum_Bodden_2017, title={Computation on Encrypted Data using Data Flow Authentication}, volume={abs/1710.00390}, journal={CoRR}, author={Fischer, Andreas and Fuhry, Benny and Kerschbaum, Florian and Bodden, Eric}, year={2017} }","ama":"Fischer A, Fuhry B, Kerschbaum F, Bodden E. Computation on Encrypted Data using Data Flow Authentication. <i>CoRR</i>. 2017;abs/1710.00390.","mla":"Fischer, Andreas, et al. “Computation on Encrypted Data Using Data Flow Authentication.” <i>CoRR</i>, vol. abs/1710.00390, 2017.","short":"A. Fischer, B. Fuhry, F. Kerschbaum, E. Bodden, CoRR abs/1710.00390 (2017).","chicago":"Fischer, Andreas, Benny Fuhry, Florian Kerschbaum, and Eric Bodden. “Computation on Encrypted Data Using Data Flow Authentication.” <i>CoRR</i> abs/1710.00390 (2017).","ieee":"A. Fischer, B. Fuhry, F. Kerschbaum, and E. Bodden, “Computation on Encrypted Data using Data Flow Authentication,” <i>CoRR</i>, vol. abs/1710.00390, 2017.","apa":"Fischer, A., Fuhry, B., Kerschbaum, F., &#38; Bodden, E. (2017). Computation on Encrypted Data using Data Flow Authentication. <i>CoRR</i>, <i>abs/1710.00390</i>."},"file_date_updated":"2018-11-02T16:03:01Z","publication":"CoRR","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B4","_id":"12"}],"date_created":"2018-10-31T13:12:32Z","file":[{"creator":"ups","date_created":"2018-11-02T16:03:01Z","date_updated":"2018-11-02T16:03:01Z","relation":"main_file","access_level":"closed","file_size":2339380,"file_name":"1710.00390.pdf","success":1,"content_type":"application/pdf","file_id":"5321"}],"department":[{"_id":"76"}],"type":"journal_article","author":[{"last_name":"Fischer","first_name":"Andreas","full_name":"Fischer, Andreas"},{"first_name":"Benny","last_name":"Fuhry","full_name":"Fuhry, Benny"},{"first_name":"Florian","last_name":"Kerschbaum","full_name":"Kerschbaum, Florian"},{"full_name":"Bodden, Eric","last_name":"Bodden","first_name":"Eric","orcid":"0000-0003-3470-3647","id":"59256"}],"year":"2017","status":"public","title":"Computation on Encrypted Data using Data Flow Authentication","has_accepted_license":"1","date_updated":"2022-01-06T07:01:46Z","language":[{"iso":"eng"}],"_id":"5209","main_file_link":[{"url":"https://arxiv.org/pdf/1710.00390.pdf"}],"volume":"abs/1710.00390","user_id":"477","ddc":["000"]},{"publication":"Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)","abstract":[{"text":"We introduce the mobile server problem, inspired by current trends to move computational tasks from cloud structures to multiple devices close to the end user. An example for this are embedded systems in autonomous cars that communicate in order to coordinate their actions. Our model is a variant of the classical Page Migration Problem. Moreformally, we consider a mobile server holding a data page.The server can move in the Euclidean space (of arbitrary dimension). In every round, requests for data items from the page pop up at arbitrary points in the space. The requests are served, each at a cost of the distance from the requesting point and the server, and the mobile server may move, at a cost D times the distance traveled for some constant D . We assume a maximum distance m the server is allowed to move per round. We show that no online algorithm can achieve a competitive ratio independent of the length of the input sequence in this setting. Hence we augment the maximum movement distance of the online algorithms to ( 1 + δ) times the maximum distance of the offline solution. We provide a deterministic algorithm which is simple to describe and works for multiple variants of our problem. The algorithm achieves almost tight competitive ratios independent of the length of the input sequence.","lang":"eng"}],"file":[{"creator":"ups","date_created":"2018-11-02T14:55:10Z","file_name":"p313-feldkord.pdf","access_level":"closed","file_size":691691,"relation":"main_file","date_updated":"2018-11-02T14:55:10Z","file_id":"5288","content_type":"application/pdf","success":1}],"date_created":"2017-10-17T12:41:02Z","type":"conference","department":[{"_id":"63"}],"year":"2017","title":"The Mobile Server Problem","author":[{"id":"22704","last_name":"Feldkord","first_name":"Björn","full_name":"Feldkord, Björn"},{"id":"15523","last_name":"Meyer auf der Heide","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm"}],"date_updated":"2022-01-06T07:01:56Z","language":[{"iso":"eng"}],"doi":"10.1145/3087556.3087575","file_date_updated":"2018-11-02T14:55:10Z","citation":{"mla":"Feldkord, Björn, and Friedhelm Meyer auf der Heide. “The Mobile Server Problem.” <i>Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>, 2017, pp. 313–19, doi:<a href=\"https://doi.org/10.1145/3087556.3087575\">10.1145/3087556.3087575</a>.","ama":"Feldkord B, Meyer auf der Heide F. The Mobile Server Problem. In: <i>Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>. ; 2017:313-319. doi:<a href=\"https://doi.org/10.1145/3087556.3087575\">10.1145/3087556.3087575</a>","bibtex":"@inproceedings{Feldkord_Meyer auf der Heide_2017, title={The Mobile Server Problem}, DOI={<a href=\"https://doi.org/10.1145/3087556.3087575\">10.1145/3087556.3087575</a>}, booktitle={Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)}, author={Feldkord, Björn and Meyer auf der Heide, Friedhelm}, year={2017}, pages={313–319} }","apa":"Feldkord, B., &#38; Meyer auf der Heide, F. (2017). The Mobile Server Problem. In <i>Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i> (pp. 313–319). <a href=\"https://doi.org/10.1145/3087556.3087575\">https://doi.org/10.1145/3087556.3087575</a>","ieee":"B. Feldkord and F. Meyer auf der Heide, “The Mobile Server Problem,” in <i>Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>, 2017, pp. 313–319.","chicago":"Feldkord, Björn, and Friedhelm Meyer auf der Heide. “The Mobile Server Problem.” In <i>Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>, 313–19, 2017. <a href=\"https://doi.org/10.1145/3087556.3087575\">https://doi.org/10.1145/3087556.3087575</a>.","short":"B. Feldkord, F. Meyer auf der Heide, in: Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2017, pp. 313–319."},"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Subprojekt A1","_id":"5"},{"_id":"2","name":"SFB 901 - Project Area A"}],"status":"public","has_accepted_license":"1","page":"313-319","_id":"55","user_id":"477","ddc":["000"]},{"doi":"10.1109/ASAP.2017.7995272","ddc":["040"],"user_id":"477","_id":"65","language":[{"iso":"eng"}],"has_accepted_license":"1","date_updated":"2022-01-06T07:03:08Z","author":[{"full_name":"Lösch, Achim","last_name":"Lösch","first_name":"Achim","id":"43646"},{"id":"398","full_name":"Platzner, Marco","first_name":"Marco","last_name":"Platzner"}],"title":"reMinMin: A Novel Static Energy-Centric List Scheduling Approach Based on Real Measurements","year":"2017","status":"public","department":[{"_id":"78"}],"type":"conference","date_created":"2017-10-17T12:41:04Z","file":[{"relation":"main_file","date_updated":"2018-11-14T09:37:55Z","file_name":"loesch_asap2017.pdf","access_level":"closed","file_size":467545,"file_id":"5550","content_type":"application/pdf","success":1,"creator":"aloesch","date_created":"2018-11-14T09:37:55Z"}],"project":[{"_id":"1","name":"SFB 901"},{"_id":"14","name":"SFB 901 - Subprojekt C2"},{"_id":"4","name":"SFB 901 - Project Area C"}],"abstract":[{"lang":"eng","text":"Heterogeneous compute nodes in form of CPUs with attached GPU and FPGA accelerators have strongly gained interested in the last years. Applications differ in their execution characteristics and can therefore benefit from such heterogeneous resources in terms of performance or energy consumption. While performance optimization has been the only goal for a long time, nowadays research is more and more focusing on techniques to minimize energy consumption due to rising electricity costs.This paper presents reMinMin, a novel static list scheduling approach for optimizing the total energy consumption for a set of tasks executed on a heterogeneous compute node. reMinMin bases on a new energy model that differentiates between static and dynamic energy components and covers effects of accelerator tasks on the host CPU. The required energy values are retrieved by measurements on the real computing system. In order to evaluate reMinMin, we compare it with two reference implementations on three task sets with different degrees of heterogeneity. In our experiments, MinMin is consistently better than a scheduler optimizing for dynamic energy only, which requires up to 19.43% more energy, and very close to optimal schedules."}],"citation":{"mla":"Lösch, Achim, and Marco Platzner. “ReMinMin: A Novel Static Energy-Centric List Scheduling Approach Based on Real Measurements.” <i>Proceedings of the 28th Annual IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP)</i>, 2017, doi:<a href=\"https://doi.org/10.1109/ASAP.2017.7995272\">10.1109/ASAP.2017.7995272</a>.","bibtex":"@inproceedings{Lösch_Platzner_2017, title={reMinMin: A Novel Static Energy-Centric List Scheduling Approach Based on Real Measurements}, DOI={<a href=\"https://doi.org/10.1109/ASAP.2017.7995272\">10.1109/ASAP.2017.7995272</a>}, booktitle={Proceedings of the 28th Annual IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP)}, author={Lösch, Achim and Platzner, Marco}, year={2017} }","ama":"Lösch A, Platzner M. reMinMin: A Novel Static Energy-Centric List Scheduling Approach Based on Real Measurements. In: <i>Proceedings of the 28th Annual IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP)</i>. ; 2017. doi:<a href=\"https://doi.org/10.1109/ASAP.2017.7995272\">10.1109/ASAP.2017.7995272</a>","ieee":"A. Lösch and M. Platzner, “reMinMin: A Novel Static Energy-Centric List Scheduling Approach Based on Real Measurements,” in <i>Proceedings of the 28th Annual IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP)</i>, 2017.","apa":"Lösch, A., &#38; Platzner, M. (2017). reMinMin: A Novel Static Energy-Centric List Scheduling Approach Based on Real Measurements. In <i>Proceedings of the 28th Annual IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP)</i>. <a href=\"https://doi.org/10.1109/ASAP.2017.7995272\">https://doi.org/10.1109/ASAP.2017.7995272</a>","chicago":"Lösch, Achim, and Marco Platzner. “ReMinMin: A Novel Static Energy-Centric List Scheduling Approach Based on Real Measurements.” In <i>Proceedings of the 28th Annual IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP)</i>, 2017. <a href=\"https://doi.org/10.1109/ASAP.2017.7995272\">https://doi.org/10.1109/ASAP.2017.7995272</a>.","short":"A. Lösch, M. Platzner, in: Proceedings of the 28th Annual IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), 2017."},"publication":"Proceedings of the 28th Annual IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP)","file_date_updated":"2018-11-14T09:37:55Z"},{"volume":84,"doi":"10.1515/teme-2016-0056","user_id":"11829","_id":"6552","language":[{"iso":"eng"}],"intvolume":"        84","date_updated":"2022-01-06T07:03:11Z","author":[{"full_name":"Bause, Fabian","first_name":"Fabian","last_name":"Bause"},{"id":"11829","orcid":"0000-0002-4393-268X","first_name":"Leander","last_name":"Claes","full_name":"Claes, Leander"},{"orcid":"0000-0001-6411-4232","first_name":"Manuel","last_name":"Webersen","full_name":"Webersen, Manuel","id":"11289"},{"full_name":"Johannesmann, Sarah","last_name":"Johannesmann","first_name":"Sarah","id":"29190"},{"first_name":"Bernd","last_name":"Henning","full_name":"Henning, Bernd","id":"213"}],"publication_identifier":{"issn":["0171-8096"]},"status":"public","title":"Viskoelastizität und Anisotropie von Kunststoffen: Ultraschallbasierte Methoden zur Materialparameterbestimmung","year":"2017","department":[{"_id":"49"}],"type":"journal_article","date_created":"2019-01-09T14:36:58Z","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"},{"grant_number":"222271124","_id":"87","name":"Bestimmung komplexer akustischer Materialkenngrößen"},{"name":"Ermittlung des hydrothermischen Alterungsverhaltens endlosfaserverstärkter Thermoplaste und Entwicklung eines ultraschallbasierten Messsystems zur zerstörungsfreien Charakterisierung des Alterungszustands für die Komponentenüberwachung und Restlebenszeitprädiktion","grant_number":"260306237","_id":"88"}],"quality_controlled":"1","citation":{"chicago":"Bause, Fabian, Leander Claes, Manuel Webersen, Sarah Johannesmann, and Bernd Henning. “Viskoelastizität Und Anisotropie von Kunststoffen: Ultraschallbasierte Methoden Zur Materialparameterbestimmung.” <i>Tm - Technisches Messen</i> 84, no. 3 (2017). <a href=\"https://doi.org/10.1515/teme-2016-0056\">https://doi.org/10.1515/teme-2016-0056</a>.","short":"F. Bause, L. Claes, M. Webersen, S. Johannesmann, B. Henning, Tm - Technisches Messen 84 (2017).","ieee":"F. Bause, L. Claes, M. Webersen, S. Johannesmann, and B. Henning, “Viskoelastizität und Anisotropie von Kunststoffen: Ultraschallbasierte Methoden zur Materialparameterbestimmung,” <i>tm - Technisches Messen</i>, vol. 84, no. 3, 2017.","apa":"Bause, F., Claes, L., Webersen, M., Johannesmann, S., &#38; Henning, B. (2017). Viskoelastizität und Anisotropie von Kunststoffen: Ultraschallbasierte Methoden zur Materialparameterbestimmung. <i>Tm - Technisches Messen</i>, <i>84</i>(3). <a href=\"https://doi.org/10.1515/teme-2016-0056\">https://doi.org/10.1515/teme-2016-0056</a>","bibtex":"@article{Bause_Claes_Webersen_Johannesmann_Henning_2017, title={Viskoelastizität und Anisotropie von Kunststoffen: Ultraschallbasierte Methoden zur Materialparameterbestimmung}, volume={84}, DOI={<a href=\"https://doi.org/10.1515/teme-2016-0056\">10.1515/teme-2016-0056</a>}, number={3}, journal={tm - Technisches Messen}, author={Bause, Fabian and Claes, Leander and Webersen, Manuel and Johannesmann, Sarah and Henning, Bernd}, year={2017} }","ama":"Bause F, Claes L, Webersen M, Johannesmann S, Henning B. Viskoelastizität und Anisotropie von Kunststoffen: Ultraschallbasierte Methoden zur Materialparameterbestimmung. <i>tm - Technisches Messen</i>. 2017;84(3). doi:<a href=\"https://doi.org/10.1515/teme-2016-0056\">10.1515/teme-2016-0056</a>","mla":"Bause, Fabian, et al. “Viskoelastizität Und Anisotropie von Kunststoffen: Ultraschallbasierte Methoden Zur Materialparameterbestimmung.” <i>Tm - Technisches Messen</i>, vol. 84, no. 3, 2017, doi:<a href=\"https://doi.org/10.1515/teme-2016-0056\">10.1515/teme-2016-0056</a>."},"issue":"3","publication":"tm - Technisches Messen"},{"citation":{"chicago":"Claes, Leander, René Spencer Chatwell, Jadran Vrabec, and Bernd Henning. “A Spectral Approach to Acoustic Absorption Measurement.” In <i>PROCEEDINGS -- AMA Conferences 2017</i>, 304–9. AMA Service GmbH, 2017. <a href=\"https://doi.org/10.5162/sensor2017/C1.2\">https://doi.org/10.5162/sensor2017/C1.2</a>.","short":"L. Claes, R.S. Chatwell, J. Vrabec, B. Henning, in: PROCEEDINGS -- AMA Conferences 2017, AMA Service GmbH, 2017, pp. 304–309.","ieee":"L. Claes, R. S. Chatwell, J. Vrabec, and B. Henning, “A Spectral Approach to Acoustic Absorption Measurement,” in <i>PROCEEDINGS -- AMA Conferences 2017</i>, 2017, pp. 304–309.","apa":"Claes, L., Chatwell, R. S., Vrabec, J., &#38; Henning, B. (2017). A Spectral Approach to Acoustic Absorption Measurement. In <i>PROCEEDINGS -- AMA Conferences 2017</i> (pp. 304–309). AMA Service GmbH. <a href=\"https://doi.org/10.5162/sensor2017/C1.2\">https://doi.org/10.5162/sensor2017/C1.2</a>","bibtex":"@inproceedings{Claes_Chatwell_Vrabec_Henning_2017, title={A Spectral Approach to Acoustic Absorption Measurement}, DOI={<a href=\"https://doi.org/10.5162/sensor2017/C1.2\">10.5162/sensor2017/C1.2</a>}, booktitle={PROCEEDINGS -- AMA Conferences 2017}, publisher={AMA Service GmbH}, author={Claes, Leander and Chatwell, René Spencer and Vrabec, Jadran and Henning, Bernd}, year={2017}, pages={304–309} }","ama":"Claes L, Chatwell RS, Vrabec J, Henning B. A Spectral Approach to Acoustic Absorption Measurement. In: <i>PROCEEDINGS -- AMA Conferences 2017</i>. AMA Service GmbH; 2017:304-309. doi:<a href=\"https://doi.org/10.5162/sensor2017/C1.2\">10.5162/sensor2017/C1.2</a>","mla":"Claes, Leander, et al. “A Spectral Approach to Acoustic Absorption Measurement.” <i>PROCEEDINGS -- AMA Conferences 2017</i>, AMA Service GmbH, 2017, pp. 304–09, doi:<a href=\"https://doi.org/10.5162/sensor2017/C1.2\">10.5162/sensor2017/C1.2</a>."},"publication":"PROCEEDINGS -- AMA Conferences 2017","date_created":"2019-01-09T14:37:02Z","department":[{"_id":"49"},{"_id":"155"}],"type":"conference","author":[{"full_name":"Claes, Leander","first_name":"Leander","last_name":"Claes","orcid":"0000-0002-4393-268X","id":"11829"},{"first_name":"René Spencer","last_name":"Chatwell","full_name":"Chatwell, René Spencer"},{"full_name":"Vrabec, Jadran","first_name":"Jadran","last_name":"Vrabec"},{"last_name":"Henning","first_name":"Bernd","full_name":"Henning, Bernd","id":"213"}],"publication_identifier":{"isbn":["978-3-9816876-4-4"]},"status":"public","title":"A Spectral Approach to Acoustic Absorption Measurement","year":"2017","date_updated":"2022-01-06T07:03:11Z","publisher":"AMA Service GmbH","_id":"6556","language":[{"iso":"eng"}],"page":"304-309","user_id":"11829","doi":"10.5162/sensor2017/C1.2"},{"type":"conference","department":[{"_id":"49"}],"date_created":"2019-01-09T14:37:04Z","publication":"PROCEEDINGS -- AMA Conferences 2017","citation":{"mla":"Claes, Leander, et al. “Acoustic Material Characterization of Additively Manufactured Components.” <i>PROCEEDINGS -- AMA Conferences 2017</i>, AMA Service GmbH, 2017, pp. 605–10, doi:<a href=\"https://doi.org/10.5162/sensor2017/P2.9\">10.5162/sensor2017/P2.9</a>.","bibtex":"@inproceedings{Claes_Jäger_Johannesmann_Webersen_Kupnik_Henning_2017, title={Acoustic Material Characterization of Additively Manufactured Components}, DOI={<a href=\"https://doi.org/10.5162/sensor2017/P2.9\">10.5162/sensor2017/P2.9</a>}, booktitle={PROCEEDINGS -- AMA Conferences 2017}, publisher={AMA Service GmbH}, author={Claes, Leander and Jäger, Axel and Johannesmann, Sarah and Webersen, Manuel and Kupnik, Mario and Henning, Bernd}, year={2017}, pages={605–610} }","ama":"Claes L, Jäger A, Johannesmann S, Webersen M, Kupnik M, Henning B. Acoustic Material Characterization of Additively Manufactured Components. In: <i>PROCEEDINGS -- AMA Conferences 2017</i>. AMA Service GmbH; 2017:605-610. doi:<a href=\"https://doi.org/10.5162/sensor2017/P2.9\">10.5162/sensor2017/P2.9</a>","ieee":"L. Claes, A. Jäger, S. Johannesmann, M. Webersen, M. Kupnik, and B. Henning, “Acoustic Material Characterization of Additively Manufactured Components,” in <i>PROCEEDINGS -- AMA Conferences 2017</i>, 2017, pp. 605–610.","apa":"Claes, L., Jäger, A., Johannesmann, S., Webersen, M., Kupnik, M., &#38; Henning, B. (2017). Acoustic Material Characterization of Additively Manufactured Components. In <i>PROCEEDINGS -- AMA Conferences 2017</i> (pp. 605–610). AMA Service GmbH. <a href=\"https://doi.org/10.5162/sensor2017/P2.9\">https://doi.org/10.5162/sensor2017/P2.9</a>","short":"L. Claes, A. Jäger, S. Johannesmann, M. Webersen, M. Kupnik, B. Henning, in: PROCEEDINGS -- AMA Conferences 2017, AMA Service GmbH, 2017, pp. 605–610.","chicago":"Claes, Leander, Axel Jäger, Sarah Johannesmann, Manuel Webersen, Mario Kupnik, and Bernd Henning. “Acoustic Material Characterization of Additively Manufactured Components.” In <i>PROCEEDINGS -- AMA Conferences 2017</i>, 605–10. AMA Service GmbH, 2017. <a href=\"https://doi.org/10.5162/sensor2017/P2.9\">https://doi.org/10.5162/sensor2017/P2.9</a>."},"user_id":"11829","doi":"10.5162/sensor2017/P2.9","page":"605-610","publisher":"AMA Service GmbH","_id":"6557","language":[{"iso":"eng"}],"date_updated":"2022-01-06T07:03:11Z","title":"Acoustic Material Characterization of Additively Manufactured Components","status":"public","year":"2017","author":[{"id":"11829","full_name":"Claes, Leander","orcid":"0000-0002-4393-268X","last_name":"Claes","first_name":"Leander"},{"full_name":"Jäger, Axel","last_name":"Jäger","first_name":"Axel"},{"last_name":"Johannesmann","first_name":"Sarah","full_name":"Johannesmann, Sarah","id":"29190"},{"last_name":"Webersen","orcid":"0000-0001-6411-4232","first_name":"Manuel","full_name":"Webersen, Manuel","id":"11289"},{"full_name":"Kupnik, Mario","last_name":"Kupnik","first_name":"Mario"},{"id":"213","full_name":"Henning, Bernd","last_name":"Henning","first_name":"Bernd"}],"publication_identifier":{"isbn":["978-3-9816876-4-4"]}},{"date_created":"2019-01-09T14:37:06Z","place":"Honolulu","department":[{"_id":"49"},{"_id":"149"},{"_id":"219"}],"type":"conference","citation":{"apa":"Claes, L., Zeipert, H., Koppa, P., Tröster, T., &#38; Henning, B. (2017). Additively manufactured acoustic diffuser structures for ultrasonic measurement applications. In <i>Proceedings of Meetings on Acoustics</i> (p. 030004). Honolulu. <a href=\"https://doi.org/10.1121/2.0000688\">https://doi.org/10.1121/2.0000688</a>","ieee":"L. Claes, H. Zeipert, P. Koppa, T. Tröster, and B. Henning, “Additively manufactured acoustic diffuser structures for ultrasonic measurement applications,” in <i>Proceedings of Meetings on Acoustics</i>, 2017, p. 030004.","chicago":"Claes, Leander, Henning Zeipert, Peter Koppa, Thomas Tröster, and Bernd Henning. “Additively Manufactured Acoustic Diffuser Structures for Ultrasonic Measurement Applications.” In <i>Proceedings of Meetings on Acoustics</i>, 030004. Honolulu, 2017. <a href=\"https://doi.org/10.1121/2.0000688\">https://doi.org/10.1121/2.0000688</a>.","short":"L. Claes, H. Zeipert, P. Koppa, T. Tröster, B. Henning, in: Proceedings of Meetings on Acoustics, Honolulu, 2017, p. 030004.","mla":"Claes, Leander, et al. “Additively Manufactured Acoustic Diffuser Structures for Ultrasonic Measurement Applications.” <i>Proceedings of Meetings on Acoustics</i>, 2017, p. 030004, doi:<a href=\"https://doi.org/10.1121/2.0000688\">10.1121/2.0000688</a>.","ama":"Claes L, Zeipert H, Koppa P, Tröster T, Henning B. Additively manufactured acoustic diffuser structures for ultrasonic measurement applications. In: <i>Proceedings of Meetings on Acoustics</i>. Honolulu; 2017:030004. doi:<a href=\"https://doi.org/10.1121/2.0000688\">10.1121/2.0000688</a>","bibtex":"@inproceedings{Claes_Zeipert_Koppa_Tröster_Henning_2017, place={Honolulu}, title={Additively manufactured acoustic diffuser structures for ultrasonic measurement applications}, DOI={<a href=\"https://doi.org/10.1121/2.0000688\">10.1121/2.0000688</a>}, booktitle={Proceedings of Meetings on Acoustics}, author={Claes, Leander and Zeipert, Henning and Koppa, Peter and Tröster, Thomas and Henning, Bernd}, year={2017}, pages={030004} }"},"publication":"Proceedings of Meetings on Acoustics","language":[{"iso":"eng"}],"_id":"6559","page":"030004","user_id":"11829","doi":"10.1121/2.0000688","author":[{"full_name":"Claes, Leander","orcid":"0000-0002-4393-268X","first_name":"Leander","last_name":"Claes","id":"11829"},{"id":"32580","full_name":"Zeipert, Henning","last_name":"Zeipert","first_name":"Henning"},{"last_name":"Koppa","first_name":"Peter","full_name":"Koppa, Peter"},{"id":"553","last_name":"Tröster","first_name":"Thomas","full_name":"Tröster, Thomas"},{"id":"213","first_name":"Bernd","last_name":"Henning","full_name":"Henning, Bernd"}],"status":"public","title":"Additively manufactured acoustic diffuser structures for ultrasonic measurement applications","year":"2017","date_updated":"2022-01-06T07:03:11Z"}]