Ana Lucia Varbanescu

Assistant Professor at Universiteit van Amsterdam

Research Focus
Paralell computing, performance engineering

Contact

Links

Publications
Master Theses

Publications
DDLBench: Towards a Scalable Benchmarking Infrastructure for Distributed Deep Learning
2020 IEEE/ACM Fourth Workshop on Deep Learning on Supercomputers (DLS)
A Sampling-Based Tool for Scaling Graph Datasets
2020, ACM/SPEC International Conference on Performance Engineering (ICPE)
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Exploring HPC and Big Data Convergence: A Graph Processing Study on Intel Knights Landing
Cluster 2018 : IEEE International Conference on Cluster Computing
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Towards the Next Generation of Large-Scale Network Archives.
Euro-Par Workshops 2016: 571-579
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Design and Experimental Evaluation of Distributed Heterogeneous Graph-Processing Systems
CCGrid 2016: 203-212
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An Empirical Performance Evaluation of GPU-Enabled Graph-Processing Systems.
CCGRID 2015: 423-432
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Towards Benchmarking IaaS and PaaS Clouds for Graph Analytics.
WBDB 2014: 109-131
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Benchmarking graph-processing platforms: a vision.
ICPE 2014: 289-292
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How Well Do Graph-Processing Platforms Perform? An Empirical Performance Evaluation and Analysis.
IPDPS 2014: 395-404
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Supervised Master Theses
A Performance-Based Recommender System for Distributed DNN Training