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2020 – today
- 2023
[j11]Brijnesh J. Jain, Vincent Froese
, David Schultz:
An average-compress algorithm for the sample mean problem under dynamic time warping. J. Glob. Optim. 86(4): 885-903 (2023)- [i16]Igor Sfiligoi, David Schultz, Benedikt Riedel, Frank Würthwein:
Evaluation of ARM CPUs for IceCube available through Google Kubernetes Engine. CoRR abs/2308.03678 (2023) - [i15]David Schultz, Igor Sfiligoi, Benedikt Riedel, Fabio Andrijauskas, Derek Weitzel, Frank Würthwein:
IceCube experience using XRootD-based Origins with GPU workflows in PNRP. CoRR abs/2308.07999 (2023) - [i14]Igor Sfiligoi, Frank Würthwein, Jeff Dost, Brian Lin, David Schultz:
Demand-driven provisioning of Kubernetes-like resources in OSG. CoRR abs/2308.11733 (2023) - 2022
- [j10]Hendrik Schwanekamp, Ramona Hohl, Dmitry Chirkin, Tom Gibbs, Alexander Harnisch, Claudio Kopper, Peter Messmer, Vishal Mehta, Alexander R. Olivas, Benedikt Riedel, Martin Rongen, David Schultz, Jakob van Santen:
Accelerating IceCube's Photon Propagation Code with CUDA. Comput. Softw. Big Sci. 6(1) (2022) - [j9]Tabea Bordis, Tobias Runge, David Schultz, Ina Schaefer:
Family-Based and Product-Based Development of Correct-by-Construction Software Product Lines. J. Comput. Lang. 70: 101119 (2022) - [c11]Igor Sfiligoi, David Schultz, Frank Würthwein, Benedikt Riedel, Dmitry Mishin:
The anachronism of whole-GPU accounting. PEARC 2022: 58:1-58:5 - [i13]Igor Sfiligoi, David Schultz, Frank Würthwein, Benedikt Riedel, Dmitry Y. Mishin:
The anachronism of whole-GPU accounting. CoRR abs/2205.09232 (2022) - 2021
- [j8]Igor Sfiligoi, David Schultz, Frank Würthwein, Benedikt Riedel, Ewa Deelman:
Pushing the Cloud Limits in Support of IceCube Science. IEEE Internet Comput. 25(1): 71-75 (2021) - [c10]Igor Sfiligoi, Shava Smallen, Frank Würthwein, Nicole Wolter, David Schultz, Benedikt Riedel:
Expanding IceCube GPU computing into the Clouds. e-Science 2021: 227-228 - [c9]Igor Sfiligoi, Michael Hare, David Schultz, Frank Würthwein, Benedikt Riedel, Tom Hutton, Steve Barnet, Vladimir Brik:
Managing Cloud networking costs for data-intensive applications by provisioning dedicated network links. PEARC 2021: 18:1-18:8 - [i12]Igor Sfiligoi, Michael Hare, David Schultz, Frank Würthwein, Benedikt Riedel, Tom Hutton, Steve Barnet, Vladimir Brik:
Managing Cloud networking costs for data-intensive applications by provisioning dedicated network links. CoRR abs/2104.06913 (2021) - [i11]Igor Sfiligoi, Shava Smallen, Frank Würthwein, Nicole Wolter, David Schultz, Benedikt Riedel:
Expanding IceCube GPU computing into the Clouds. CoRR abs/2107.03963 (2021) - 2020
- [j7]Brijnesh J. Jain, David Schultz:
Sufficient conditions for the existence of a sample mean of time series under dynamic time warping. Ann. Math. Artif. Intell. 88(4): 313-346 (2020) - [c8]Igor Sfiligoi, Frank Würthwein, Benedikt Riedel, David Schultz:
Running a Pre-exascale, Geographically Distributed, Multi-cloud Scientific Simulation. ISC 2020: 23-40 - [c7]Igor Sfiligoi, David Schultz, Benedikt Riedel, Frank Würthwein, Steve Barnet, Vladimir Brik:
Demonstrating a Pre-Exascale, Cost-Effective Multi-Cloud Environment for Scientific Computing: Producing a fp32 ExaFLOP hour worth of IceCube simulation data in a single workday. PEARC 2020: 85-90 - [i10]Igor Sfiligoi, Frank Würthwein, Benedikt Riedel, David Schultz:
Running a Pre-Exascale, Geographically Distributed, Multi-Cloud Scientific Simulation. CoRR abs/2002.06667 (2020) - [i9]Igor Sfiligoi, David Schultz, Benedikt Riedel, Frank Würthwein, Steve Barnet, Vladimir Brik:
Demonstrating a Pre-Exascale, Cost-Effective Multi-Cloud Environment for Scientific Computing. CoRR abs/2004.09492 (2020)
2010 – 2019
- 2019
- [j6]Markus Brill, Till Fluschnik, Vincent Froese, Brijnesh J. Jain, Rolf Niedermeier, David Schultz:
Exact mean computation in dynamic time warping spaces. Data Min. Knowl. Discov. 33(1): 252-291 (2019) - [c6]Dmitry Chirkin, Juan Carlos Díaz-Vélez, Claudio Kopper, Alexander R. Olivas, Benedikt Riedel, Martin Rongen, David Schultz, Jakob van Santen:
Photon Propagation using GPUs by the IceCube Neutrino Observatory. eScience 2019: 388-393 - [c5]Patrick Meade, Benedikt Riedel, David Schultz:
IceCube's Long Term Archive Software. PEARC 2019: 40:1-40:5 - [i8]Brijnesh J. Jain, Vincent Froese, David Schultz:
An Average-Compress Algorithm for the Sample Mean Problem under Dynamic Time Warping. CoRR abs/1909.13541 (2019) - 2018
- [j5]David Schultz, Brijnesh J. Jain:
Nonsmooth analysis and subgradient methods for averaging in dynamic time warping spaces. Pattern Recognit. 74: 340-358 (2018) - [j4]Brijnesh J. Jain, David Schultz:
Asymmetric learning vector quantization for efficient nearest neighbor classification in dynamic time warping spaces. Pattern Recognit. 76: 349-366 (2018) - [c4]Michael Dalton, David Schultz, Jacob Adriaens, Ahsan Arefin, Anshuman Gupta, Brian Fahs, Dima Rubinstein, Enrique Cauich Zermeno, Erik Rubow, James Alexander Docauer, Jesse Alpert, Jing Ai, Jon Olson, Kevin DeCabooter, Marc de Kruijf, Nan Hua, Nathan Lewis, Nikhil Kasinadhuni, Riccardo Crepaldi, Srinivas Krishnan, Subbaiah Venkata, Yossi Richter, Uday Naik, Amin Vahdat:
Andromeda: Performance, Isolation, and Velocity at Scale in Cloud Network Virtualization. NSDI 2018: 373-387 - [c3]Markus Brill, Till Fluschnik, Vincent Froese, Brijnesh J. Jain, Rolf Niedermeier, David Schultz:
Exact Mean Computation in Dynamic Time Warping Spaces. SDM 2018: 540-548 - 2017
- [i7]David Schultz, Brijnesh J. Jain:
Nonsmooth Analysis and Subgradient Methods for Averaging in Dynamic Time Warping Spaces. CoRR abs/1701.06393 (2017) - [i6]Brijnesh J. Jain, David Schultz:
Asymmetric Learning Vector Quantization for Efficient Nearest Neighbor Classification in Dynamic Time Warping Spaces. CoRR abs/1703.08403 (2017) - [i5]Brijnesh J. Jain, David Schultz:
Optimal Warping Paths are unique for almost every pair of Time Series. CoRR abs/1705.05681 (2017) - [i4]Markus Brill, Till Fluschnik, Vincent Froese, Brijnesh J. Jain, Rolf Niedermeier, David Schultz:
Exact Mean Computation in Dynamic Time Warping Spaces. CoRR abs/1710.08937 (2017) - 2016
- [i3]Brijnesh J. Jain, David Schultz:
A Reduction Theorem for the Sample Mean in Dynamic Time Warping Spaces. CoRR abs/1610.04460 (2016) - 2015
- [j3]Mark G. Aartsen, Rasha U. Abbasi, Markus Ackermann, Jenni Adams, Juan Antonio Aguilar Sánchez, Markus Ahlers, David Altmann, Carlos A. Argüelles Delgado, Jan Auffenberg, Xinhua Bai, Michael F. Baker, Steven W. Barwick, Volker Baum, Ryan Bay, James J. Beatty, Julia K. Becker Tjus, Karl-Heinz Becker, Segev BenZvi, Patrick Berghaus, David Berley, Elisa Bernardini, Anna Bernhard, David Z. Besson, G. Binder, Daniel Bindig, Martin Bissok, Erik Blaufuss, Jan Blumenthal, David J. Boersma, Christian Bohm, Debanjan Bose, Sebastian Böser, Olga Botner, Lionel Brayeur, Hans-Peter Bretz, Anthony M. Brown, Ronald Bruijn, James Casey, Martin Casier, Dmitry Chirkin, Asen Christov, Brian John Christy, Ken Clark, Lew Classen, Fabian Clevermann, Stefan Coenders, Shirit Cohen, Doug F. Cowen, Angel H. Cruz Silva, Matthias Danninger, Jacob Daughhetee, James C. Davis, Melanie Day, Catherine De Clercq, Sam De Ridder, Paolo Desiati, Krijn D. de Vries, Meike de With, Tyce DeYoung, Juan Carlos Díaz-Vélez, Matthew Dunkman, Ryan Eagan, Benjamin Eberhardt, Björn Eichmann, Jonathan Eisch, Sebastian Euler, Paul A. Evenson, Oladipo O. Fadiran, Ali R. Fazely, Anatoli Fedynitch, Jacob Feintzeig, Tom Feusels, Kirill Filimonov, Chad Finley, Tobias Fischer-Wasels, Samuel Flis, Anna Franckowiak, Katharina Frantzen, Tomasz Fuchs, Thomas K. Gaisser, Joseph S. Gallagher, Lisa Marie Gerhardt, Laura E. Gladstone, Thorsten Glüsenkamp, Azriel Goldschmidt, Geraldina Golup, Javier G. González, Jordan A. Goodman, Dariusz Góra, Dylan T. Grandmont, Darren Grant, Pavel Gretskov, John C. Groh, Andreas Groß, Chang Hyon Ha, Abd Al Karim Haj Ismail, Patrick Hallen, Allan Hallgren, Francis Halzen, Kael D. Hanson, Dustin Hebecker, David Heereman, Dirk Heinen, Klaus Helbing, Robert Eugene Hellauer III, Stephanie Virginia Hickford, Gary C. Hill, Kara D. Hoffman, Ruth Hoffmann, Andreas Homeier, Kotoyo Hoshina, Feifei Huang, Warren Huelsnitz, Per Olof Hulth, Klas Hultqvist, Shahid Hussain, Aya Ishihara, Emanuel Jacobi, John E. Jacobsen, Kai Jagielski, George S. Japaridze, Kyle Jero, Ola Jlelati, Basho Kaminsky, Alexander Kappes, Timo Karg, Albrecht Karle, Matthew Kauer, John Lawrence Kelley, Joanna Kiryluk, J. Kläs, Spencer R. Klein, Jan-Hendrik Köhne, Georges Kohnen, Hermann Kolanoski, Lutz Köpke, Claudio Kopper, Sandro Kopper, D. Jason Koskinen, Marek Kowalski, Mark Krasberg, Anna Kriesten, Kai Michael Krings, Gösta Kroll, Jan Kunnen, Naoko Kurahashi, Takao Kuwabara, Mathieu L. M. Labare, Hagar Landsman, Michael James Larson, Mariola Lesiak-Bzdak, Martin Leuermann, Julia Leute, Jan Lünemann, Oscar A. Macías-Ramírez, James Madsen, Giuliano Maggi, Reina Maruyama, Keiichi Mase, Howard S. Matis, Frank McNally, Kevin James Meagher, Martin Merck, Gonzalo Merino Arévalo, Thomas Meures, Sandra Miarecki, Eike Middell, Natalie Milke, John Lester Miller, Lars Mohrmann, Teresa Montaruli, Robert M. Morse, Rolf Nahnhauer, Uwe Naumann, Hans Niederhausen, Sarah C. Nowicki, David R. Nygren, Anna Obertacke, Sirin Odrowski, Alex Olivas, Ahmad Omairat, Aongus Starbuck Ó Murchadha, Larissa Paul, Joshua A. Pepper, Carlos Pérez de los Heros, Carl Pfendner, Damian Pieloth, Elisa Pinat, Jonas Posselt, P. Buford Price, Gerald T. Przybylski, Melissa Quinnan, Leif Rädel, Ian Rae, Mohamed Rameez, Katherine Rawlins, Peter Christian Redl, René Reimann, Elisa Resconi, Wolfgang Rhode, Mathieu Ribordy, Michael Richman, Benedikt Riedel, J. P. Rodrigues, Carsten Rott, Tim Ruhe, Bakhtiyar Ruzybayev, Dirk Ryckbosch, Sabine M. Saba, Heinz-Georg Sander, Juan Marcos Santander, Subir Sarkar, Kai Schatto, Florian Scheriau, Torsten Schmidt, Martin Schmitz, Sebastian Schoenen, Sebastian Schöneberg, Arne Schönwald, Anne Schukraft, Lukas Schulte, David Schultz, Olaf Schulz, David Seckel, Yolanda Sestayo de la Cerra, Surujhdeo Seunarine, Rezo Shanidze, Chris Sheremata, Miles W. E. Smith, Dennis Soldin, Glenn M. Spiczak, Christian Spiering, Michael Stamatikos, Todor Stanev, Nick A. Stanisha, Alexander Stasik, Thorsten Stezelberger, Robert G. Stokstad, Achim Stößl, Erik A. Strahler, Rickard Ström, Nora Linn Strotjohann, Gregory W. Sullivan, Henric Taavola, Ignacio J. Taboada, Alessio Tamburro, Andreas Tepe, Samvel Ter-Antonyan, Gordana Tesic, Serap Tilav, Patrick A. Toale, Moriah Natasha Tobin, Simona Toscano, Maria Tselengidou, Elisabeth Unger, Marcel Usner, Sofia Vallecorsa, Nick van Eijndhoven, Arne Van Overloop, Jakob van Santen, Markus Vehring, Markus Voge, Matthias Vraeghe, Christian Walck, Tilo Waldenmaier, Marius Wallraff, Christopher N. Weaver, Mark T. Wellons, Christopher H. Wendt, Stefan Westerhoff, Nathan Whitehorn, Klaus Wiebe, Christopher Wiebusch, Dawn R. Williams, Henrike Wissing, Martin Wolf, Terri R. Wood, Kurt Woschnagg, Donglian Xu, Xianwu Xu, Juan Pablo Yáñez Garza, Gaurang B. Yodh, Shigeru Yoshida, Pavel Zarzhitsky, Jan Ziemann, Simon Zierke, Marcel Zoll:
The IceProd framework: Distributed data processing for the IceCube neutrino observatory. J. Parallel Distributed Comput. 75: 198-211 (2015) - 2014
- [c2]Stephan Spiegel, David Schultz, Sahin Albayrak:
BestTime: Finding Representatives in Time Series Datasets. ECML/PKDD (3) 2014: 477-480 - 2013
- [i2]Mark G. Aartsen, Rasha U. Abbasi, Markus Ackermann, Jenni Adams, Juan Antonio Aguilar Sánchez, Markus Ahlers, David Altmann, Carlos A. Argüelles Delgado, Jan Auffenberg, Xinhua Bai, Michael F. Baker, Steven W. Barwick, Volker Baum, Ryan Bay, James J. Beatty, Julia K. Becker Tjus, Karl-Heinz Becker, Segev BenZvi, Patrick Berghaus, David Berley, Elisa Bernardini, Anna Bernhard, David Z. Besson, G. Binder, Daniel Bindig, Martin Bissok, Erik Blaufuss, Jan Blumenthal, David J. Boersma, Christian Bohm, Debanjan Bose, Sebastian Böser, Olga Botner, Lionel Brayeur, Hans-Peter Bretz, Anthony M. Brown, Ronald Bruijn, James Casey, Martin Casier, Dmitry Chirkin, Asen Christov, Brian John Christy, Ken Clark, Lew Classen, Fabian Clevermann, Stefan Coenders, Shirit Cohen, Doug F. Cowen, Angel H. Cruz Silva, Matthias Danninger, Jacob Daughhetee, James C. Davis, Melanie Day, Catherine De Clercq, Sam De Ridder, Paolo Desiati, Krijn D. de Vries, Meike de With, Tyce DeYoung, Juan Carlos Díaz-Vélez, Matthew Dunkman, Ryan Eagan, Benjamin Eberhardt, Björn Eichmann, Jonathan Eisch, Sebastian Euler, Paul A. Evenson, Oladipo O. Fadiran, Ali R. Fazely, Anatoli Fedynitch, Jacob Feintzeig, Tom Feusels, Kirill Filimonov, Chad Finley, Tobias Fischer-Wasels, Samuel Flis, Anna Franckowiak, Katharina Frantzen, Tomasz Fuchs, Thomas K. Gaisser, Joseph S. Gallagher, Lisa Marie Gerhardt, Laura E. Gladstone, Thorsten Glüsenkamp, Azriel Goldschmidt, Geraldina Golup, Javier G. González, Jordan A. Goodman, Dariusz Góra, Dylan T. Grandmont, Darren Grant, Pavel Gretskov, John C. Groh, Andreas Groß, Chang Hyon Ha, Abd Al Karim Haj Ismail, Patrick Hallen, Allan Hallgren, Francis Halzen, Kael D. Hanson, Dustin Hebecker, David Heereman, Dirk Heinen, Klaus Helbing, Robert Eugene Hellauer III, Stephanie Virginia Hickford, Gary C. Hill, Kara D. Hoffman, Ruth Hoffmann, Andreas Homeier, Kotoyo Hoshina, Feifei Huang, Warren Huelsnitz, Per Olof Hulth, Klas Hultqvist, Shahid Hussain, Aya Ishihara, Emanuel Jacobi, John E. Jacobsen, Kai Jagielski, George S. Japaridze, Kyle Jero, Ola Jlelati, Basho Kaminsky, Alexander Kappes, Timo Karg, Albrecht Karle, Matthew Kauer, John Lawrence Kelley, Joanna Kiryluk, J. Kläs, Spencer R. Klein, Jan-Hendrik Köhne, Georges Kohnen, Hermann Kolanoski, Lutz Köpke, Claudio Kopper, Sandro Kopper, D. Jason Koskinen, Marek Kowalski, Mark Krasberg, Anna Kriesten, Kai Michael Krings, Gösta Kroll, Jan Kunnen, Naoko Kurahashi, Takao Kuwabara, Mathieu L. M. Labare, Hagar Landsman, Michael James Larson, Mariola Lesiak-Bzdak, Martin Leuermann, Julia Leute, Jan Lünemann, Oscar A. Macías-Ramírez, James Madsen, Giuliano Maggi, Reina Maruyama, Keiichi Mase, Howard S. Matis, Frank McNally, Kevin James Meagher, Martin Merck, Gonzalo Merino Arévalo, Thomas Meures, Sandra Miarecki, Eike Middell, Natalie Milke, John Lester Miller, Lars Mohrmann, Teresa Montaruli, Robert M. Morse, Rolf Nahnhauer, Uwe Naumann, Hans Niederhausen, Sarah C. Nowicki, David R. Nygren, Anna Obertacke, Sirin Odrowski, Alex Olivas, Ahmad Omairat, Aongus Starbuck Ó Murchadha, Larissa Paul, Joshua A. Pepper, Carlos Pérez de los Heros, Carl Pfendner, Damian Pieloth, Elisa Pinat, Jonas Posselt, P. Buford Price, Gerald T. Przybylski, Melissa Quinnan, Leif Rädel, Ian Rae, Mohamed Rameez, Katherine Rawlins, Peter Christian Redl, René Reimann, Elisa Resconi, Wolfgang Rhode, Mathieu Ribordy, Michael Richman, Benedikt Riedel, J. P. Rodrigues, Carsten Rott, Tim Ruhe, Bakhtiyar Ruzybayev, Dirk Ryckbosch, Sabine M. Saba, Heinz-Georg Sander, Juan Marcos Santander, Subir Sarkar, Kai Schatto, Florian Scheriau, Torsten Schmidt, Martin Schmitz, Sebastian Schoenen, Sebastian Schöneberg, Arne Schönwald, Anne Schukraft, Lukas Schulte, David Schultz, Olaf Schulz, David Seckel, Yolanda Sestayo de la Cerra, Surujhdeo Seunarine, Rezo Shanidze, Chris Sheremata, Miles W. E. Smith, Dennis Soldin, Glenn M. Spiczak, Christian Spiering, Michael Stamatikos, Todor Stanev, Nick A. Stanisha, Alexander Stasik, Thorsten Stezelberger, Robert G. Stokstad, Achim Stößl, Erik A. Strahler, Rickard Ström, Nora Linn Strotjohann, Gregory W. Sullivan, Henric Taavola, Ignacio J. Taboada, Alessio Tamburro, Andreas Tepe, Samvel Ter-Antonyan, Gordana Tesic, Serap Tilav, Patrick A. Toale, Moriah Natasha Tobin, Simona Toscano, Maria Tselengidou, Elisabeth Unger, Marcel Usner, Sofia Vallecorsa, Nick van Eijndhoven, Arne Van Overloop, Jakob van Santen, Markus Vehring, Markus Voge, Matthias Vraeghe, Christian Walck, Tilo Waldenmaier, Marius Wallraff, Christopher N. Weaver, Mark T. Wellons, Christopher H. Wendt, Stefan Westerhoff, Nathan Whitehorn, Klaus Wiebe, Christopher Wiebusch, Dawn R. Williams, Henrike Wissing, Martin Wolf, Terri R. Wood, Kurt Woschnagg, Donglian Xu, Xianwu Xu, Juan Pablo Yáñez Garza, Gaurang B. Yodh, Shigeru Yoshida, Pavel Zarzhitsky, Jan Ziemann, Simon Zierke, Marcel Zoll:
The IceProd Framework: Distributed Data Processing for the IceCube Neutrino Observatory. CoRR abs/1311.5904 (2013)
2000 – 2009
- 2008
- [j2]Joseph Morris, Eric C. Rouchka, David Schultz:
Techniques for the analysis of trichome Pelagonium xhortorum expressed sequence tags. BMC Bioinform. 9(S-7) (2008) - 2006
- [j1]David Schultz:
10 usability tips & tricks for testing mobile applications. Interactions 13(6): 14-15 (2006) - 2005
- [c1]David Molnar, Matt Piotrowski, David Schultz, David A. Wagner:
The Program Counter Security Model: Automatic Detection and Removal of Control-Flow Side Channel Attacks. ICISC 2005: 156-168 - [i1]David Molnar, Matt Piotrowski, David Schultz, David A. Wagner:
The Program Counter Security Model: Automatic Detection and Removal of Control-Flow Side Channel Attacks. IACR Cryptol. ePrint Arch. 2005: 368 (2005)
Coauthor Index
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