Tim Hegeman

18 papers A 1B 1C 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2021 — conf
GradeML: Towards Holistic Performance Analysis for Machine Learning Workflows.
ICPE (Companion)
Tim Hegeman, Matthijs Jansen, Alexandru Iosup, Animesh Trivedi
2021 J jnl
The future is big graphs: a community view on graph processing systems.
Commun. ACM
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
2020 C conf
Grade10: A Framework for Performance Characterization of Distributed Graph Processing.
CLUSTER
Tim Hegeman, Animesh Trivedi, Alexandru Iosup
2020 J jnl
The Future is Big Graphs! A Community View on Graph Processing Systems.
CoRR
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
2020 J jnl
The LDBC Graphalytics Benchmark.
CoRR
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 Boncz, Siegfried Depner, Stijn Heldens, Thomas Manhardt, Tim Hegeman, Wing Lung Ngai, Yinglong Xia
2020 J jnl
The Workflow Trace Archive: Open-Access Data From Public and Private Computing Infrastructures.
IEEE Trans. Parallel Distributed Syst.
Laurens Versluis, Roland Mathá, Sacheendra Talluri, Tim Hegeman, Radu Prodan, Ewa Deelman, Alexandru Iosup
2019 J jnl
The Workflow Trace Archive: Open-Access Data from Public and Private Computing Infrastructures - Technical Report.
CoRR
Laurens Versluis, Roland Mathá, Sacheendra Talluri, Tim Hegeman, Radu Prodan, Ewa Deelman, Alexandru Iosup
2018 A conf
Massivizing Computer Systems: A Vision to Understand, Design, and Engineer Computer Ecosystems Through and Beyond Modern Distributed Systems.
ICDCS
Alexandru Iosup, Alexandru Uta, Laurens Versluis, Georgios Andreadis, Erwin Van Eyk, Tim Hegeman, Sacheendra Talluri, Vincent van Beek, Lucian Toader
2018 J jnl
Massivizing Computer Systems: a Vision to Understand, Design, and Engineer Computer Ecosystems through and beyond Modern Distributed Systems.
CoRR
Alexandru Iosup, Alexandru Uta, Laurens Versluis, Georgios Andreadis, Erwin Van Eyk, Tim Hegeman, Sacheendra Talluri, Vincent van Beek, Lucian Toader
2018 J jnl
Survey of Graph Analysis Applications.
CoRR
Tim Hegeman, Alexandru Iosup
2017 — conf
Granula: Toward Fine-grained Performance Analysis of Large-scale Graph Processing Platforms.
GRADES@SIGMOD/PODS
Wing Lung Ngai, Tim Hegeman, Stijn Heldens, Alexandru Iosup
2016 J jnl
LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms.
Proc. VLDB Endow.
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 Boncz
2016 — conf
Towards the Next Generation of Large-Scale Network Archives.
Euro-Par Workshops
Stijn Heldens, Ana Lucia Varbanescu, Wing Lung Ngai, Tim Hegeman, Alexandru Iosup
2015 — conf
Graphalytics: A Big Data Benchmark for Graph-Processing Platforms.
GRADES@SIGMOD/PODS
Mihai Capota, Tim Hegeman, Alexandru Iosup, Arnau Prat-Pérez, Orri Erling, Peter Boncz
2015 J jnl
Self-Expressive Management of Business-Critical Workloads in Virtualized Datacenters.
Computer
Vincent van Beek, Jesse Donkervliet, Tim Hegeman, Stefan Hugtenburg, Alexandru Iosup
2014 — conf
Towards Benchmarking IaaS and PaaS Clouds for Graph Analytics.
WBDB
Alexandru Iosup, Mihai Capota, Tim Hegeman, Yong Guo, Wing Lung Ngai, Ana Lucia Varbanescu, Merijn Verstraaten
2014 B conf
V for Vicissitude: The Challenge of Scaling Complex Big Data Workflows.
CCGRID
Bogdan Ghit, Mihai Capota, Tim Hegeman, Jan Hidders, Dick H. J. Epema, Alexandru Iosup
2013 — conf
The BTWorld use case for big data analytics: Description, MapReduce logical workflow, and empirical evaluation.
IEEE BigData
Tim Hegeman, Bogdan Ghit, Mihai Capota, Jan Hidders, Dick H. J. Epema, Alexandru Iosup