The BTWorld use case for big data analytics: Description, MapReduce logical workflow, and empirical evaluation. - Tim Hegeman; Bogdan Ghit; Mihai Capota; Jan Hidders; Dick H. J. Epema; Alexandru Iosup (IEEE BigData, 2013)

V for Vicissitude: The Challenge of Scaling Complex Big Data Workflows. - Bogdan Ghit; Mihai Capota; Tim Hegeman; Jan Hidders; Dick H. J. Epema; Alexandru Iosup (CCGRID, 2014)

Towards Benchmarking IaaS and PaaS Clouds for Graph Analytics. - Alexandru Iosup; Mihai Capota; Tim Hegeman; Yong Guo; Wing Lung Ngai; Ana Lucia Varbanescu; Merijn Verstraaten (WBDB, 2014)

Graphalytics: A Big Data Benchmark for Graph-Processing Platforms. - Mihai Capota; Tim Hegeman; Alexandru Iosup; Arnau Prat-Pérez; Orri Erling; Peter A. Boncz (GRADES@SIGMOD/PODS, 2015)

Self-Expressive Management of Business-Critical Workloads in Virtualized Datacenters. - Vincent van Beek; Jesse Donkervliet; Tim Hegeman; Stefan Hugtenburg; Alexandru Iosup (Computer, 2015)

Towards the Next Generation of Large-Scale Network Archives. - Stijn Heldens; Ana Lucia Varbanescu; Wing Lung Ngai; Tim Hegeman; Alexandru Iosup (Euro-Par Workshops, 2016)

LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms. - 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; et al. (Proc. VLDB Endow., 2016)

Granula: Toward Fine-grained Performance Analysis of Large-scale Graph Processing Platforms. - Wing Lung Ngai; Tim Hegeman; Stijn Heldens; Alexandru Iosup (GRADES@SIGMOD/PODS, 2017)

Massivizing Computer Systems: A Vision to Understand, Design, and Engineer Computer Ecosystems Through and Beyond Modern Distributed Systems. - Alexandru Iosup; Alexandru Uta; Laurens Versluis; Georgios Andreadis; Erwin Van Eyk; Tim Hegeman; Sacheendra Talluri; Vincent van Beek; Lucian Toader (ICDCS, 2018)

Survey of Graph Analysis Applications. - Tim Hegeman; Alexandru Iosup (CoRR, 2018)

The Workflow Trace Archive: Open-Access Data from Public and Private Computing Infrastructures - Technical Report. - Laurens Versluis; Roland Mathá; Sacheendra Talluri; Tim Hegeman; Radu Prodan; Ewa Deelman; Alexandru Iosup (CoRR, 2019)

Grade10: A Framework for Performance Characterization of Distributed Graph Processing. - Tim Hegeman; Animesh Trivedi; Alexandru Iosup (CLUSTER, 2020)

The LDBC Graphalytics Benchmark. - 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; et al. (CoRR, 2020)

The Workflow Trace Archive: Open-Access Data From Public and Private Computing Infrastructures. - Laurens Versluis; Roland Mathá; Sacheendra Talluri; Tim Hegeman; Radu Prodan; Ewa Deelman; Alexandru Iosup (IEEE Trans. Parallel Distributed Syst., 2020)

GradeML: Towards Holistic Performance Analysis for Machine Learning Workflows. - Tim Hegeman; Matthijs Jansen; Alexandru Iosup; Animesh Trivedi (ICPE (Companion), 2021)

The future is big graphs: a community view on graph processing systems. - 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; et al. (Commun. ACM, 2021)