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Tim Hegeman
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2020 – today
- 2021
- [j4]Sherif Sakr, Angela Bonifati, Hannes Voigt, Alexandru Iosup, Khaled Ammar, Renzo Angles, Walid G. Aref, Marcelo Arenas, Maciej Besta, Peter A. Boncz, Khuzaima Daudjee, Emanuele Della Valle, Stefania Dumbrava, Olaf Hartig, Bernhard Haslhofer, Tim Hegeman, Jan Hidders, Katja Hose, Adriana Iamnitchi, Vasiliki Kalavri, Hugo Kapp, Wim Martens, M. Tamer Özsu, Eric Peukert, Stefan Plantikow, Mohamed Ragab, Matei Ripeanu, Semih Salihoglu, Christian Schulz, Petra Selmer, Juan F. Sequeda, Joshua Shinavier, Gábor Szárnyas, Riccardo Tommasini, Antonino Tumeo, Alexandru Uta, Ana Lucia Varbanescu, Hsiang-Yun Wu, Nikolay Yakovets, Da Yan, Eiko Yoneki:
The future is big graphs: a community view on graph processing systems. Commun. ACM 64(9): 62-71 (2021) - [c9]Tim Hegeman, Matthijs Jansen, Alexandru Iosup, Animesh Trivedi:
GradeML: Towards Holistic Performance Analysis for Machine Learning Workflows. ICPE (Companion) 2021: 57-63 - 2020
- [j3]Laurens Versluis, Roland Mathá, Sacheendra Talluri, Tim Hegeman, Radu Prodan, Ewa Deelman, Alexandru Iosup:
The Workflow Trace Archive: Open-Access Data From Public and Private Computing Infrastructures. IEEE Trans. Parallel Distributed Syst. 31(9): 2170-2184 (2020) - [c8]Tim Hegeman, Animesh Trivedi, Alexandru Iosup:
Grade10: A Framework for Performance Characterization of Distributed Graph Processing. CLUSTER 2020: 57-68 - [i5]Alexandru Iosup, Ahmed Musaafir, Alexandru Uta, Arnau Prat-Pérez, Gábor Szárnyas, Hassan Chafi, Ilie Gabriel Tanase, Lifeng Nai, Michael J. Anderson, Mihai Capota, Narayanan Sundaram, Peter A. Boncz, Siegfried Depner, Stijn Heldens, Thomas Manhardt, Tim Hegeman, Wing Lung Ngai, Yinglong Xia:
The LDBC Graphalytics Benchmark. CoRR abs/2011.15028 (2020) - [i4]Sherif Sakr, Angela Bonifati, Hannes Voigt, Alexandru Iosup, Khaled Ammar, Renzo Angles, Walid G. Aref, Marcelo Arenas, Maciej Besta, Peter A. Boncz, Khuzaima Daudjee, Emanuele Della Valle, Stefania Dumbrava, Olaf Hartig, Bernhard Haslhofer, Tim Hegeman, Jan Hidders, Katja Hose, Adriana Iamnitchi, Vasiliki Kalavri, Hugo Kapp, Wim Martens, M. Tamer Özsu, Eric Peukert, Stefan Plantikow, Mohamed Ragab, Matei Ripeanu, Semih Salihoglu, Christian Schulz, Petra Selmer, Juan F. Sequeda, Joshua Shinavier, Gábor Szárnyas, Riccardo Tommasini, Antonino Tumeo, Alexandru Uta, Ana Lucia Varbanescu, Hsiang-Yun Wu, Nikolay Yakovets, Da Yan, Eiko Yoneki:
The Future is Big Graphs! A Community View on Graph Processing Systems. CoRR abs/2012.06171 (2020)
2010 – 2019
- 2019
- [i3]Laurens Versluis, Roland Mathá, Sacheendra Talluri, Tim Hegeman, Radu Prodan, Ewa Deelman, Alexandru Iosup:
The Workflow Trace Archive: Open-Access Data from Public and Private Computing Infrastructures - Technical Report. CoRR abs/1906.07471 (2019) - 2018
- [c7]Alexandru Iosup, Alexandru Uta, Laurens Versluis, Georgios Andreadis, Erwin Van Eyk, Tim Hegeman, Sacheendra Talluri, Vincent van Beek, Lucian Toader:
Massivizing Computer Systems: A Vision to Understand, Design, and Engineer Computer Ecosystems Through and Beyond Modern Distributed Systems. ICDCS 2018: 1224-1237 - [i2]Alexandru Iosup, Alexandru Uta, Laurens Versluis, Georgios Andreadis, Erwin Van Eyk, Tim Hegeman, Sacheendra Talluri, Vincent van Beek, Lucian Toader:
Massivizing Computer Systems: a Vision to Understand, Design, and Engineer Computer Ecosystems through and beyond Modern Distributed Systems. CoRR abs/1802.05465 (2018) - [i1]Tim Hegeman, Alexandru Iosup:
Survey of Graph Analysis Applications. CoRR abs/1807.00382 (2018) - 2017
- [c6]Wing Lung Ngai, Tim Hegeman, Stijn Heldens, Alexandru Iosup:
Granula: Toward Fine-grained Performance Analysis of Large-scale Graph Processing Platforms. GRADES@SIGMOD/PODS 2017: 8:1-8:6 - 2016
- [j2]Alexandru Iosup, Tim Hegeman, Wing Lung Ngai, Stijn Heldens, Arnau Prat-Pérez, Thomas Manhardt, Hassan Chafi, Mihai Capota, Narayanan Sundaram, Michael J. Anderson, Ilie Gabriel Tanase, Yinglong Xia, Lifeng Nai, Peter A. Boncz:
LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms. Proc. VLDB Endow. 9(13): 1317-1328 (2016) - [c5]Stijn Heldens, Ana Lucia Varbanescu, Wing Lung Ngai, Tim Hegeman, Alexandru Iosup:
Towards the Next Generation of Large-Scale Network Archives. Euro-Par Workshops 2016: 571-579 - 2015
- [j1]Vincent van Beek, Jesse Donkervliet, Tim Hegeman, Stefan Hugtenburg, Alexandru Iosup:
Self-Expressive Management of Business-Critical Workloads in Virtualized Datacenters. Computer 48(7): 46-54 (2015) - [c4]Mihai Capota, Tim Hegeman, Alexandru Iosup, Arnau Prat-Pérez, Orri Erling, Peter A. Boncz:
Graphalytics: A Big Data Benchmark for Graph-Processing Platforms. GRADES@SIGMOD/PODS 2015: 7:1-7:6 - 2014
- [c3]Bogdan Ghit, Mihai Capota, Tim Hegeman, Jan Hidders, Dick H. J. Epema, Alexandru Iosup:
V for Vicissitude: The Challenge of Scaling Complex Big Data Workflows. CCGRID 2014: 927-932 - [c2]Alexandru Iosup, Mihai Capota, Tim Hegeman, Yong Guo, Wing Lung Ngai, Ana Lucia Varbanescu, Merijn Verstraaten:
Towards Benchmarking IaaS and PaaS Clouds for Graph Analytics. WBDB 2014: 109-131 - 2013
- [c1]Tim Hegeman, Bogdan Ghit, Mihai Capota, Jan Hidders, Dick H. J. Epema, Alexandru Iosup:
The BTWorld use case for big data analytics: Description, MapReduce logical workflow, and empirical evaluation. IEEE BigData 2013: 622-630
Coauthor Index
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