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The algorithm runs across heterogeneous architectures of PC-clusters consisting of a visualization-node, equipped with a powerful graphics adapter, and cluster nodes requiring weaker graphics capabilities only. The visualization-node renders a mixture of scene objects and simplified meshes (Reliefboards). The cluster nodes assist the visualization-node by asynchronous computing of Reliefboards, which are used to replace and render distant parts of the scene. Our algorithm is capable of gaining significant speedups if the cluster's nodes provide weak graphics adapters only. 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Giessen. “Resonances of Split-Ring Resonator Metamaterials in the near Infrared.” <i>Applied Physics B</i> 84, no. 1–2 (2006): 219–27. <a href=\"https://doi.org/10.1007/s00340-006-2205-2\">https://doi.org/10.1007/s00340-006-2205-2</a>."},"publication":"Applied Physics B","issue":"1-2"},{"date_created":"2018-03-23T13:01:20Z","type":"journal_article","department":[{"_id":"15"},{"_id":"230"}],"publication":"physica status solidi (b)","issue":"10","citation":{"mla":"Nau, D., et al. “Disorder Issues in Metallic Photonic Crystals.” <i>Physica Status Solidi (B)</i>, vol. 243, no. 10, Wiley-Blackwell, 2006, pp. 2331–43, doi:<a href=\"https://doi.org/10.1002/pssb.200668054\">10.1002/pssb.200668054</a>.","ama":"Nau D, Schönhardt A, Bauer C, et al. Disorder issues in metallic photonic crystals. <i>physica status solidi (b)</i>. 2006;243(10):2331-2343. doi:<a href=\"https://doi.org/10.1002/pssb.200668054\">10.1002/pssb.200668054</a>","bibtex":"@article{Nau_Schönhardt_Bauer_Christ_Zentgraf_Kuhl_Giessen_2006, title={Disorder issues in metallic photonic crystals}, volume={243}, DOI={<a href=\"https://doi.org/10.1002/pssb.200668054\">10.1002/pssb.200668054</a>}, number={10}, journal={physica status solidi (b)}, publisher={Wiley-Blackwell}, author={Nau, D. and Schönhardt, A. and Bauer, C. and Christ, A. and Zentgraf, Thomas and Kuhl, J. and Giessen, H.}, year={2006}, pages={2331–2343} }","apa":"Nau, D., Schönhardt, A., Bauer, C., Christ, A., Zentgraf, T., Kuhl, J., &#38; Giessen, H. (2006). Disorder issues in metallic photonic crystals. <i>Physica Status Solidi (B)</i>, <i>243</i>(10), 2331–2343. <a href=\"https://doi.org/10.1002/pssb.200668054\">https://doi.org/10.1002/pssb.200668054</a>","ieee":"D. Nau <i>et al.</i>, “Disorder issues in metallic photonic crystals,” <i>physica status solidi (b)</i>, vol. 243, no. 10, pp. 2331–2343, 2006.","chicago":"Nau, D., A. Schönhardt, C. Bauer, A. Christ, Thomas Zentgraf, J. Kuhl, and H. Giessen. “Disorder Issues in Metallic Photonic Crystals.” <i>Physica Status Solidi (B)</i> 243, no. 10 (2006): 2331–43. <a href=\"https://doi.org/10.1002/pssb.200668054\">https://doi.org/10.1002/pssb.200668054</a>.","short":"D. Nau, A. Schönhardt, C. Bauer, A. Christ, T. Zentgraf, J. Kuhl, H. Giessen, Physica Status Solidi (B) 243 (2006) 2331–2343."},"page":"2331-2343","_id":"1752","publisher":"Wiley-Blackwell","doi":"10.1002/pssb.200668054","user_id":"30525","volume":243,"title":"Disorder issues in metallic photonic crystals","status":"public","year":"2006","publication_identifier":{"issn":["0370-1972","1521-3951"]},"author":[{"first_name":"D.","last_name":"Nau","full_name":"Nau, D."},{"full_name":"Schönhardt, A.","last_name":"Schönhardt","first_name":"A."},{"full_name":"Bauer, C.","first_name":"C.","last_name":"Bauer"},{"full_name":"Christ, A.","last_name":"Christ","first_name":"A."},{"last_name":"Zentgraf","first_name":"Thomas","orcid":"0000-0002-8662-1101","full_name":"Zentgraf, Thomas","id":"30525"},{"full_name":"Kuhl, J.","first_name":"J.","last_name":"Kuhl"},{"last_name":"Giessen","first_name":"H.","full_name":"Giessen, H."}],"date_updated":"2022-01-06T06:53:14Z","publication_status":"published","intvolume":"       243"},{"issue":"10","publication":"physica status solidi (b)","citation":{"ieee":"A. 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G. and Gippius, N. A. and Martin, O. J. F. and Kuhl, J. and Giessen, H.}, year={2006}, pages={2344–2348} }","ama":"Christ A, Zentgraf T, Tikhodeev SG, et al. Interaction between localized and delocalized surface plasmon polariton modes in a metallic photonic crystal. <i>physica status solidi (b)</i>. 2006;243(10):2344-2348. doi:<a href=\"https://doi.org/10.1002/pssb.200668055\">10.1002/pssb.200668055</a>"},"type":"journal_article","department":[{"_id":"15"},{"_id":"230"}],"date_created":"2018-03-23T13:02:32Z","publication_status":"published","date_updated":"2022-01-06T06:53:14Z","intvolume":"       243","year":"2006","status":"public","title":"Interaction between localized and delocalized surface plasmon polariton modes in a metallic photonic crystal","publication_identifier":{"issn":["0370-1972","1521-3951"]},"author":[{"first_name":"A.","last_name":"Christ","full_name":"Christ, A."},{"id":"30525","last_name":"Zentgraf","first_name":"Thomas","orcid":"0000-0002-8662-1101","full_name":"Zentgraf, Thomas"},{"full_name":"Tikhodeev, S. G.","first_name":"S. G.","last_name":"Tikhodeev"},{"first_name":"N. A.","last_name":"Gippius","full_name":"Gippius, N. A."},{"last_name":"Martin","first_name":"O. J. F.","full_name":"Martin, O. J. F."},{"first_name":"J.","last_name":"Kuhl","full_name":"Kuhl, J."},{"full_name":"Giessen, H.","first_name":"H.","last_name":"Giessen"}],"user_id":"30525","doi":"10.1002/pssb.200668055","volume":243,"page":"2344-2348","publisher":"Wiley-Blackwell","_id":"1753"},{"publication_identifier":{"issn":["1098-0121","1550-235X"]},"author":[{"first_name":"A.","last_name":"Christ","full_name":"Christ, A."},{"first_name":"Thomas","orcid":"0000-0002-8662-1101","last_name":"Zentgraf","full_name":"Zentgraf, Thomas","id":"30525"},{"last_name":"Tikhodeev","first_name":"S. G.","full_name":"Tikhodeev, S. G."},{"full_name":"Gippius, N. A.","first_name":"N. A.","last_name":"Gippius"},{"full_name":"Kuhl, J.","first_name":"J.","last_name":"Kuhl"},{"full_name":"Giessen, H.","last_name":"Giessen","first_name":"H."}],"status":"public","title":"Controlling the interaction between localized and delocalized surface plasmon modes: Experiment and numerical calculations","year":"2006","intvolume":"        74","publication_status":"published","date_updated":"2022-01-06T06:53:14Z","_id":"1754","publisher":"American Physical Society (APS)","volume":74,"user_id":"30525","doi":"10.1103/physrevb.74.155435","citation":{"bibtex":"@article{Christ_Zentgraf_Tikhodeev_Gippius_Kuhl_Giessen_2006, title={Controlling the interaction between localized and delocalized surface plasmon modes: Experiment and numerical calculations}, volume={74}, DOI={<a href=\"https://doi.org/10.1103/physrevb.74.155435\">10.1103/physrevb.74.155435</a>}, number={15}, journal={Physical Review B}, publisher={American Physical Society (APS)}, author={Christ, A. and Zentgraf, Thomas and Tikhodeev, S. G. and Gippius, N. A. and Kuhl, J. and Giessen, H.}, year={2006} }","ama":"Christ A, Zentgraf T, Tikhodeev SG, Gippius NA, Kuhl J, Giessen H. Controlling the interaction between localized and delocalized surface plasmon modes: Experiment and numerical calculations. <i>Physical Review B</i>. 2006;74(15). doi:<a href=\"https://doi.org/10.1103/physrevb.74.155435\">10.1103/physrevb.74.155435</a>","short":"A. Christ, T. Zentgraf, S.G. Tikhodeev, N.A. Gippius, J. Kuhl, H. Giessen, Physical Review B 74 (2006).","chicago":"Christ, A., Thomas Zentgraf, S. G. Tikhodeev, N. A. Gippius, J. Kuhl, and H. Giessen. “Controlling the Interaction between Localized and Delocalized Surface Plasmon Modes: Experiment and Numerical Calculations.” <i>Physical Review B</i> 74, no. 15 (2006). <a href=\"https://doi.org/10.1103/physrevb.74.155435\">https://doi.org/10.1103/physrevb.74.155435</a>.","ieee":"A. Christ, T. Zentgraf, S. G. Tikhodeev, N. A. Gippius, J. Kuhl, and H. Giessen, “Controlling the interaction between localized and delocalized surface plasmon modes: Experiment and numerical calculations,” <i>Physical Review B</i>, vol. 74, no. 15, 2006.","apa":"Christ, A., Zentgraf, T., Tikhodeev, S. G., Gippius, N. A., Kuhl, J., &#38; Giessen, H. (2006). Controlling the interaction between localized and delocalized surface plasmon modes: Experiment and numerical calculations. <i>Physical Review B</i>, <i>74</i>(15). <a href=\"https://doi.org/10.1103/physrevb.74.155435\">https://doi.org/10.1103/physrevb.74.155435</a>","mla":"Christ, A., et al. “Controlling the Interaction between Localized and Delocalized Surface Plasmon Modes: Experiment and Numerical Calculations.” <i>Physical Review B</i>, vol. 74, no. 15, American Physical Society (APS), 2006, doi:<a href=\"https://doi.org/10.1103/physrevb.74.155435\">10.1103/physrevb.74.155435</a>."},"issue":"15","publication":"Physical Review B","date_created":"2018-03-23T13:03:13Z","department":[{"_id":"15"},{"_id":"230"}],"type":"journal_article"},{"title":"Directional Communication in Mobile Ad Hoc Networks","status":"public","year":"2006","author":[{"full_name":"Grünewald, Matthias","first_name":"Matthias","last_name":"Grünewald"},{"id":"15523","full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm","last_name":"Meyer auf der Heide"},{"full_name":"Rührup, Stefan","last_name":"Rührup","first_name":"Stefan"},{"full_name":"Schindelhauer, Christian","last_name":"Schindelhauer","first_name":"Christian"},{"full_name":"Volbert, Klaus","first_name":"Klaus","last_name":"Volbert"}],"date_updated":"2022-01-06T06:53:16Z","page":"225-234","_id":"17619","publisher":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","language":[{"iso":"eng"}],"user_id":"15415","publication":"New Trends in Parallel & Distributed Computing, 6th Int. Heinz Nixdorf Symposium","citation":{"bibtex":"@inproceedings{Grünewald_Meyer auf der Heide_Rührup_Schindelhauer_Volbert_2006, place={Paderborn}, title={Directional Communication in Mobile Ad Hoc Networks}, booktitle={New Trends in Parallel &#38; Distributed Computing, 6th Int. Heinz Nixdorf Symposium}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, author={Grünewald, Matthias and Meyer auf der Heide, Friedhelm and Rührup, Stefan and Schindelhauer, Christian and Volbert, Klaus}, year={2006}, pages={225–234} }","ama":"Grünewald M, Meyer auf der Heide F, Rührup S, Schindelhauer C, Volbert K. Directional Communication in Mobile Ad Hoc Networks. In: <i>New Trends in Parallel &#38; Distributed Computing, 6th Int. Heinz Nixdorf Symposium</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts; 2006:225-234.","mla":"Grünewald, Matthias, et al. “Directional Communication in Mobile Ad Hoc Networks.” <i>New Trends in Parallel &#38; Distributed Computing, 6th Int. Heinz Nixdorf Symposium</i>, Verlagsschriftenreihe des Heinz Nixdorf Instituts, 2006, pp. 225–34.","chicago":"Grünewald, Matthias, Friedhelm Meyer auf der Heide, Stefan Rührup, Christian Schindelhauer, and Klaus Volbert. “Directional Communication in Mobile Ad Hoc Networks.” In <i>New Trends in Parallel &#38; Distributed Computing, 6th Int. Heinz Nixdorf Symposium</i>, 225–34. Paderborn: Verlagsschriftenreihe des Heinz Nixdorf Instituts, 2006.","short":"M. Grünewald, F. Meyer auf der Heide, S. Rührup, C. Schindelhauer, K. Volbert, in: New Trends in Parallel &#38; Distributed Computing, 6th Int. Heinz Nixdorf Symposium, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2006, pp. 225–234.","ieee":"M. Grünewald, F. Meyer auf der Heide, S. Rührup, C. Schindelhauer, and K. Volbert, “Directional Communication in Mobile Ad Hoc Networks,” in <i>New Trends in Parallel &#38; Distributed Computing, 6th Int. Heinz Nixdorf Symposium</i>, 2006, pp. 225–234.","apa":"Grünewald, M., Meyer auf der Heide, F., Rührup, S., Schindelhauer, C., &#38; Volbert, K. (2006). Directional Communication in Mobile Ad Hoc Networks. <i>New Trends in Parallel &#38; Distributed Computing, 6th Int. Heinz Nixdorf Symposium</i>, 225–234."},"place":"Paderborn","date_created":"2020-08-05T09:36:46Z","type":"conference","department":[{"_id":"63"},{"_id":"26"}]},{"publication":"Zeitschrift für Anglistik und Amerikanistik 54.2, Special issue on \"The scope and Limits of Corpus Linguistics – Empiricism in the Description and Analysis of English","citation":{"apa":"Mindt, I. (2006). Distributional data and grammatical structures: The case of so-  called subject extraposition. <i>Zeitschrift Für Anglistik Und Amerikanistik 54.2, Special Issue on \"The Scope and Limits of Corpus Linguistics – Empiricism in the Description and Analysis of English</i>, 149–162.","ieee":"I. Mindt, “Distributional data and grammatical structures: The case of so-  called subject extraposition,” <i>Zeitschrift für Anglistik und Amerikanistik 54.2, Special issue on \"The scope and Limits of Corpus Linguistics – Empiricism in the Description and Analysis of English</i>, pp. 149–162, 2006.","chicago":"Mindt, Ilka. “Distributional Data and Grammatical Structures: The Case of so-  Called Subject Extraposition.” <i>Zeitschrift Für Anglistik Und Amerikanistik 54.2, Special Issue on \"The Scope and Limits of Corpus Linguistics – Empiricism in the Description and Analysis of English</i>, 2006, 149–62.","short":"I. Mindt, Zeitschrift Für Anglistik Und Amerikanistik 54.2, Special Issue on \"The Scope and Limits of Corpus Linguistics – Empiricism in the Description and Analysis of English (2006) 149–162.","mla":"Mindt, Ilka. “Distributional Data and Grammatical Structures: The Case of so-  Called Subject Extraposition.” <i>Zeitschrift Für Anglistik Und Amerikanistik 54.2, Special Issue on \"The Scope and Limits of Corpus Linguistics – Empiricism in the Description and Analysis of English</i>, 2006, pp. 149–62.","ama":"Mindt I. Distributional data and grammatical structures: The case of so-  called subject extraposition. <i>Zeitschrift für Anglistik und Amerikanistik 542, Special issue on \"The scope and Limits of Corpus Linguistics – Empiricism in the Description and Analysis of English</i>. 2006:149-162.","bibtex":"@article{Mindt_2006, title={Distributional data and grammatical structures: The case of so-  called subject extraposition}, journal={Zeitschrift für Anglistik und Amerikanistik 54.2, Special issue on \"The scope and Limits of Corpus Linguistics – Empiricism in the Description and Analysis of English}, author={Mindt, Ilka}, year={2006}, pages={149–162} }"},"extern":"1","date_created":"2020-08-12T09:57:21Z","type":"journal_article","department":[{"_id":"384"}],"status":"public","year":"2006","title":"Distributional data and grammatical structures: The case of so- \tcalled subject extraposition","author":[{"full_name":"Mindt, Ilka","first_name":"Ilka","last_name":"Mindt"}],"date_updated":"2022-01-06T06:53:20Z","page":"149 - 162","language":[{"iso":"eng"}],"_id":"17847","user_id":"21240"},{"date_created":"2020-08-31T08:25:01Z","type":"conference","department":[{"_id":"63"}],"publication":"Proceedings of  the European Conference on Complex Systems (ECCS'06)","citation":{"mla":"Sohler, Christian, et al. “Computing Clustering Coefficients in Data Streams.” <i>Proceedings of  the European Conference on Complex Systems (ECCS’06)</i>, 2006.","bibtex":"@inproceedings{Sohler_Frahling_Marchetti-Spaccamela_Leonardi_Buriol_2006, title={Computing Clustering Coefficients in Data Streams}, booktitle={Proceedings of  the European Conference on Complex Systems (ECCS’06)}, author={Sohler, Christian and Frahling, Gereon and Marchetti-Spaccamela, Alberto and Leonardi, Stefano and Buriol, Luciana}, year={2006} }","ama":"Sohler C, Frahling G, Marchetti-Spaccamela A, Leonardi S, Buriol L. Computing Clustering Coefficients in Data Streams. In: <i>Proceedings of  the European Conference on Complex Systems (ECCS’06)</i>. ; 2006.","ieee":"C. Sohler, G. Frahling, A. Marchetti-Spaccamela, S. Leonardi, and L. Buriol, “Computing Clustering Coefficients in Data Streams,” in <i>Proceedings of  the European Conference on Complex Systems (ECCS’06)</i>, 2006.","apa":"Sohler, C., Frahling, G., Marchetti-Spaccamela, A., Leonardi, S., &#38; Buriol, L. (2006). Computing Clustering Coefficients in Data Streams. In <i>Proceedings of  the European Conference on Complex Systems (ECCS’06)</i>.","short":"C. Sohler, G. Frahling, A. Marchetti-Spaccamela, S. Leonardi, L. Buriol, in: Proceedings of  the European Conference on Complex Systems (ECCS’06), 2006.","chicago":"Sohler, Christian, Gereon Frahling, Alberto Marchetti-Spaccamela, Stefano Leonardi, and Luciana Buriol. “Computing Clustering Coefficients in Data Streams.” In <i>Proceedings of  the European Conference on Complex Systems (ECCS’06)</i>, 2006."},"abstract":[{"lang":"eng","text":"We present random sampling algorithms that with probability at least 1 - δ compute a (1 ± ǫ)- approximation of the clustering coefficient, the transitiv ity coefficient, and of the number of bipartite cliques in a graph given as a stream of edges. Our methods can be extended to approximately count the number of occurences of fixed constant-size subgraphs. Our a lgorithms only require one pass over the input stream and their storage space depends only on structural parameters of the graphs, the approxi- mation guarantee, and the confidence probability. For examp le, the algorithms to compute the clustering and transitivity coefficient depend on that coefficient but n ot on the size of the graph. Since many large social networks have small clustering and transitivity coe fficient, our algorithms use space independent of the size of the input for these graphs. We implemented our algorithms and evaluated their performance on networks from different appli- cation domains. The sizes of the considered input graphs varied from about 8, 000 nodes and 40, 000 edges to about 135 million nodes and more than 1 billion edges. For both algorithms we run experiments with a sample set size varying from 100, 000 to 1, 000, 000 to evaluate running time and approximation guarantee. Our algorithms appear to be time efficient for the se sample sizes."}],"language":[{"iso":"eng"}],"_id":"18676","user_id":"15415","title":"Computing Clustering Coefficients in Data Streams","status":"public","year":"2006","author":[{"first_name":"Christian","last_name":"Sohler","full_name":"Sohler, Christian"},{"first_name":"Gereon","last_name":"Frahling","full_name":"Frahling, Gereon"},{"full_name":"Marchetti-Spaccamela, Alberto","last_name":"Marchetti-Spaccamela","first_name":"Alberto"},{"full_name":"Leonardi, Stefano","last_name":"Leonardi","first_name":"Stefano"},{"full_name":"Buriol, Luciana","first_name":"Luciana","last_name":"Buriol"}],"date_updated":"2022-01-06T06:53:50Z"},{"_id":"18745","language":[{"iso":"eng"}],"user_id":"15415","author":[{"full_name":"Sohler, Christian","last_name":"Sohler","first_name":"Christian"},{"full_name":"Frahling, Gereon","last_name":"Frahling","first_name":"Gereon"},{"full_name":"Marchetti-Spaccamela, Alberto","last_name":"Marchetti-Spaccamela","first_name":"Alberto"},{"first_name":"Stefano","last_name":"Leonardi","full_name":"Leonardi, Stefano"},{"full_name":"Buriol, Luciana","first_name":"Luciana","last_name":"Buriol"}],"corporate_editor":["Proceedings of the 25th ACM Symposium on Principles of Database Systems (PODS)"],"year":"2006","status":"public","title":"Counting Triangles in Data Streams","date_updated":"2022-01-06T06:53:51Z","date_created":"2020-09-01T10:34:00Z","department":[{"_id":"63"}],"type":"conference","citation":{"ieee":"C. Sohler, G. Frahling, A. Marchetti-Spaccamela, S. Leonardi, and L. Buriol, “Counting Triangles in Data Streams,” 2006.","apa":"Sohler, C., Frahling, G., Marchetti-Spaccamela, A., Leonardi, S., &#38; Buriol, L. (2006). Counting Triangles in Data Streams. In Proceedings of the 25th ACM Symposium on Principles of Database Systems (PODS) (Ed.).","short":"C. Sohler, G. Frahling, A. Marchetti-Spaccamela, S. Leonardi, L. Buriol, in: Proceedings of the 25th ACM Symposium on Principles of Database Systems (PODS) (Ed.), 2006.","chicago":"Sohler, Christian, Gereon Frahling, Alberto Marchetti-Spaccamela, Stefano Leonardi, and Luciana Buriol. “Counting Triangles in Data Streams.” edited by Proceedings of the 25th ACM Symposium on Principles of Database Systems (PODS), 2006.","mla":"Sohler, Christian, et al. <i>Counting Triangles in Data Streams</i>. Edited by Proceedings of the 25th ACM Symposium on Principles of Database Systems (PODS), 2006.","bibtex":"@inproceedings{Sohler_Frahling_Marchetti-Spaccamela_Leonardi_Buriol_2006, title={Counting Triangles in Data Streams}, author={Sohler, Christian and Frahling, Gereon and Marchetti-Spaccamela, Alberto and Leonardi, Stefano and Buriol, Luciana}, editor={Proceedings of the 25th ACM Symposium on Principles of Database Systems (PODS)Editor}, year={2006} }","ama":"Sohler C, Frahling G, Marchetti-Spaccamela A, Leonardi S, Buriol L. Counting Triangles in Data Streams. In: Proceedings of the 25th ACM Symposium on Principles of Database Systems (PODS), ed. ; 2006."}},{"publication":"Proceeedings of 18th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)","citation":{"ieee":"C. Sohler, J. Gehweiler, and C. Lammersen, “A Distributed O(1)-Approximation Algorithm for the Uniform Facility Location Problem,” in <i>Proceeedings of 18th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>, 2006.","apa":"Sohler, C., Gehweiler, J., &#38; Lammersen, C. (2006). A Distributed O(1)-Approximation Algorithm for the Uniform Facility Location Problem. In <i>Proceeedings of 18th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>.","chicago":"Sohler, Christian, Joachim Gehweiler, and Christiane Lammersen. “A Distributed O(1)-Approximation Algorithm for the Uniform Facility Location Problem.” In <i>Proceeedings of 18th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>, 2006.","short":"C. Sohler, J. Gehweiler, C. Lammersen, in: Proceeedings of 18th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2006.","mla":"Sohler, Christian, et al. “A Distributed O(1)-Approximation Algorithm for the Uniform Facility Location Problem.” <i>Proceeedings of 18th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>, 2006.","bibtex":"@inproceedings{Sohler_Gehweiler_Lammersen_2006, title={A Distributed O(1)-Approximation Algorithm for the Uniform Facility Location Problem}, booktitle={Proceeedings of 18th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)}, author={Sohler, Christian and Gehweiler, Joachim and Lammersen, Christiane}, year={2006} }","ama":"Sohler C, Gehweiler J, Lammersen C. A Distributed O(1)-Approximation Algorithm for the Uniform Facility Location Problem. In: <i>Proceeedings of 18th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)</i>. ; 2006."},"abstract":[{"lang":"eng","text":"In this paper, we present a randomized constant factor approximation\r\nalgorithm for the metric minimum facility location problem with uniform\r\ncosts and demands in a distributed setting, in which every point can\r\nopen a facility. In particular, our distributed algorithm uses three\r\ncommunication rounds with message sizes bounded to O(log n) bits where\r\nn is the number of points. We also extend our algorithm to constant\r\npowers of metric spaces, where we also obtain a randomized constant\r\nfactor approximation algorithm."}],"date_created":"2020-09-01T10:38:29Z","type":"conference","department":[{"_id":"63"}],"year":"2006","title":"A Distributed O(1)-Approximation Algorithm for the Uniform Facility Location Problem","status":"public","author":[{"first_name":"Christian","last_name":"Sohler","full_name":"Sohler, Christian"},{"last_name":"Gehweiler","first_name":"Joachim","full_name":"Gehweiler, Joachim"},{"full_name":"Lammersen, Christiane","first_name":"Christiane","last_name":"Lammersen"}],"date_updated":"2022-01-06T06:53:51Z","_id":"18746","language":[{"iso":"eng"}],"user_id":"15415"},{"date_updated":"2022-01-06T06:53:52Z","title":"Dimensionen der Politik: Aufklärung, Utopie, Demokratie. Festschrift für Richard Saage zum 65. Geburtstag","status":"public","year":"2006","user_id":"21240","editor":[{"first_name":"Axel","last_name":"Rüdiger","full_name":"Rüdiger, Axel"},{"full_name":"Seng, Eva- Maria","first_name":"Eva- Maria","last_name":"Seng","id":"499"}],"alternative_title":["Festschrift für Richard Saage zum 65. Geburtstag"],"language":[{"iso":"ger"}],"_id":"18769","publisher":"Duncker & Humblot","citation":{"apa":"Rüdiger, A., &#38; Seng, E.-M. (Eds.). (2006). <i>Dimensionen der Politik: Aufklärung, Utopie, Demokratie. Festschrift für Richard Saage zum 65. Geburtstag</i>. Berlin: Duncker &#38; Humblot.","ieee":"A. Rüdiger and E.-M. Seng, Eds., <i>Dimensionen der Politik: Aufklärung, Utopie, Demokratie. Festschrift für Richard Saage zum 65. Geburtstag</i>. Berlin: Duncker &#38; Humblot, 2006.","short":"A. Rüdiger, E.-M. Seng, eds., Dimensionen der Politik: Aufklärung, Utopie, Demokratie. Festschrift für Richard Saage zum 65. Geburtstag, Duncker &#38; Humblot, Berlin, 2006.","chicago":"Rüdiger, Axel, and Eva- Maria Seng, eds. <i>Dimensionen der Politik: Aufklärung, Utopie, Demokratie. Festschrift für Richard Saage zum 65. Geburtstag</i>. Berlin: Duncker &#38; Humblot, 2006.","mla":"Rüdiger, Axel, and Eva-Maria Seng, editors. <i>Dimensionen der Politik: Aufklärung, Utopie, Demokratie. Festschrift für Richard Saage zum 65. Geburtstag</i>. Duncker &#38; Humblot, 2006.","ama":"Rüdiger A, Seng E-M, eds. <i>Dimensionen der Politik: Aufklärung, Utopie, Demokratie. Festschrift für Richard Saage zum 65. Geburtstag</i>. Berlin: Duncker &#38; Humblot; 2006.","bibtex":"@book{Rüdiger_Seng_2006, place={Berlin}, title={Dimensionen der Politik: Aufklärung, Utopie, Demokratie. Festschrift für Richard Saage zum 65. Geburtstag}, publisher={Duncker &#38; Humblot}, year={2006} }"},"type":"book_editor","department":[{"_id":"443"}],"date_created":"2020-09-01T11:55:17Z","place":"Berlin"},{"issue":"3894","publication":"Architecture of Computing Systems - ARCS","citation":{"ama":"Dynia M, Korzeniowski M, Schindelhauer C. Power-Aware Collective Tree Exploration. In: <i>Architecture of Computing Systems - ARCS</i>. ; 2006:341--351. doi:<a href=\"https://doi.org/10.1007/11682127_24\">10.1007/11682127_24</a>","bibtex":"@inproceedings{Dynia_Korzeniowski_Schindelhauer_2006, title={Power-Aware Collective Tree Exploration}, DOI={<a href=\"https://doi.org/10.1007/11682127_24\">10.1007/11682127_24</a>}, number={3894}, booktitle={Architecture of Computing Systems - ARCS}, author={Dynia, Miroslaw and Korzeniowski, Miroslaw and Schindelhauer, Christian}, year={2006}, pages={341--351} }","mla":"Dynia, Miroslaw, et al. “Power-Aware Collective Tree Exploration.” <i>Architecture of Computing Systems - ARCS</i>, no. 3894, 2006, pp. 341--351, doi:<a href=\"https://doi.org/10.1007/11682127_24\">10.1007/11682127_24</a>.","chicago":"Dynia, Miroslaw, Miroslaw Korzeniowski, and Christian Schindelhauer. “Power-Aware Collective Tree Exploration.” In <i>Architecture of Computing Systems - ARCS</i>, 341--351, 2006. <a href=\"https://doi.org/10.1007/11682127_24\">https://doi.org/10.1007/11682127_24</a>.","short":"M. Dynia, M. Korzeniowski, C. Schindelhauer, in: Architecture of Computing Systems - ARCS, 2006, pp. 341--351.","apa":"Dynia, M., Korzeniowski, M., &#38; Schindelhauer, C. (2006). Power-Aware Collective Tree Exploration. In <i>Architecture of Computing Systems - ARCS</i> (pp. 341--351). <a href=\"https://doi.org/10.1007/11682127_24\">https://doi.org/10.1007/11682127_24</a>","ieee":"M. Dynia, M. Korzeniowski, and C. Schindelhauer, “Power-Aware Collective Tree Exploration,” in <i>Architecture of Computing Systems - ARCS</i>, 2006, no. 3894, pp. 341--351."},"type":"conference","department":[{"_id":"63"}],"date_created":"2020-09-03T10:13:56Z","publication_status":"published","date_updated":"2022-01-06T06:53:54Z","status":"public","title":"Power-Aware Collective Tree Exploration","year":"2006","publication_identifier":{"issn":["0302-9743","1611-3349"],"isbn":["9783540327653","9783540327660"]},"author":[{"first_name":"Miroslaw","last_name":"Dynia","full_name":"Dynia, Miroslaw"},{"full_name":"Korzeniowski, Miroslaw","last_name":"Korzeniowski","first_name":"Miroslaw"},{"first_name":"Christian","last_name":"Schindelhauer","full_name":"Schindelhauer, Christian"}],"user_id":"15415","doi":"10.1007/11682127_24","page":"341--351","_id":"18926","language":[{"iso":"eng"}]},{"publisher":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","_id":"18972","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","language":[{"iso":"eng"}],"volume":190,"user_id":"5786","publication_identifier":{"isbn":["3-939350-09-5"]},"author":[{"first_name":"Valentina","last_name":"Damerow","full_name":"Damerow, Valentina"}],"title":"Average and Smoothed Complexity of Geometric Structures","year":"2006","status":"public","intvolume":"       190","date_updated":"2022-01-06T06:53:56Z","date_created":"2020-09-04T06:47:03Z","department":[{"_id":"63"},{"_id":"26"}],"type":"dissertation","supervisor":[{"id":"15523","first_name":"Friedhelm","last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm"}],"citation":{"ama":"Damerow V. <i>Average and Smoothed Complexity of Geometric Structures</i>. Vol 190. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2006.","short":"V. Damerow, Average and Smoothed Complexity of Geometric Structures, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2006.","chicago":"Damerow, Valentina. <i>Average and Smoothed Complexity of Geometric Structures</i>. Vol. 190. Verlagsschriftenreihe Des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2006.","bibtex":"@book{Damerow_2006, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Average and Smoothed Complexity of Geometric Structures}, volume={190}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Damerow, Valentina}, year={2006}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }","mla":"Damerow, Valentina. <i>Average and Smoothed Complexity of Geometric Structures</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2006.","apa":"Damerow, V. (2006). <i>Average and Smoothed Complexity of Geometric Structures</i> (Vol. 190). Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn.","ieee":"V. Damerow, <i>Average and Smoothed Complexity of Geometric Structures</i>, vol. 190. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2006."},"related_material":{"link":[{"relation":"confirmation","url":"http://digital.ub.uni-paderborn.de/ubpb/urn/urn:nbn:de:hbz:466-2007022210"}]}},{"date_created":"2020-09-04T09:50:01Z","type":"conference","department":[{"_id":"63"}],"publication":"Journal on Scalable Computing: Practice and Experience","citation":{"bibtex":"@inproceedings{Bonorden_Meyer auf der Heide_Gehweiler_2006, title={A Web Computing Environment for Parallel Algorithms in Java}, booktitle={Journal on Scalable Computing: Practice and Experience}, author={Bonorden, Olaf and Meyer auf der Heide, Friedhelm and Gehweiler, Joachim}, year={2006}, pages={1–14} }","chicago":"Bonorden, Olaf, Friedhelm Meyer auf der Heide, and Joachim Gehweiler. “A Web Computing Environment for Parallel Algorithms in Java.” In <i>Journal on Scalable Computing: Practice and Experience</i>, 1–14, 2006.","ama":"Bonorden O, Meyer auf der Heide F, Gehweiler J. A Web Computing Environment for Parallel Algorithms in Java. In: <i>Journal on Scalable Computing: Practice and Experience</i>. ; 2006:1-14.","short":"O. Bonorden, F. Meyer auf der Heide, J. Gehweiler, in: Journal on Scalable Computing: Practice and Experience, 2006, pp. 1–14.","ieee":"O. Bonorden, F. Meyer auf der Heide, and J. Gehweiler, “A Web Computing Environment for Parallel Algorithms in Java,” in <i>Journal on Scalable Computing: Practice and Experience</i>, 2006, pp. 1–14.","mla":"Bonorden, Olaf, et al. “A Web Computing Environment for Parallel Algorithms in Java.” <i>Journal on Scalable Computing: Practice and Experience</i>, 2006, pp. 1–14.","apa":"Bonorden, O., Meyer auf der Heide, F., &#38; Gehweiler, J. (2006). A Web Computing Environment for Parallel Algorithms in Java. In <i>Journal on Scalable Computing: Practice and Experience</i> (pp. 1–14)."},"abstract":[{"text":"We present a web computing library (PUBWCL) in Java that allows to execute tightly coupled, massively parallel algorithms in the bulk-synchronous (BSP) style on PCs distributed over the internet whose owners are willing to donate their unused computation power. PUBWCL is realized as a peer-to-peer system and features migration and restoration of BSP processes executed on it. The use of Java guarantees a high level of security and makes PUBWCL platform- independent. In order to estimate the loss of efficiency inherent in such a Java-based system, we have compared it to our C-based PUB-Library.\r\nAs the unused computation power of the participating PCs is unpredictable, we need novel strategies for load balancing that have no access to future changes of the computation power available for the application. We develop, analyze, and compare different load balancing strategies for PUBWCL. In order to handle the influence of the fluctuating available computation power, we classify the external work load.\r\nDuring our evaluation of the load balancing algorithms we simulated the external work load in order to have repeatable testing conditions. With the best performing load balancing strategy we could save 39% of the execution time on average and even up to 50% in particular cases, in our test environment.\r\n","lang":"eng"}],"page":"1-14","language":[{"iso":"eng"}],"_id":"18999","user_id":"15415","title":"A Web Computing Environment for Parallel Algorithms in Java","year":"2006","status":"public","author":[{"full_name":"Bonorden, Olaf","first_name":"Olaf","last_name":"Bonorden"},{"last_name":"Meyer auf der Heide","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm","id":"15523"},{"last_name":"Gehweiler","first_name":"Joachim","full_name":"Gehweiler, Joachim"}],"date_updated":"2022-01-06T06:53:56Z"}]