69 citations · 394 across the 33 of their papers we have counts for
4 papers · 1 filter
OrderlessChain: Do Permissioned Blockchains Need Total Global Order of Transactions?
Pezhman Nasirifard, Ruben Mayer, Hans-Arno Jacobsen
Existing permissioned blockchains often rely on coordination-based consensus protocols to ensure the safe execution of applications in a Byzantine environment. Furthermore, these p…
The DEBS 2022 Grand Challenge: Detecting Trading Trends in Financial Tick Data
Sebastian Frischbier, Jawad Tahir, Christoph Doblander +3
The DEBS Grand Challenge (GC) is an annual programming competition open to practitioners from both academia and industry. The GC 2022 edition focuses on real-time complex event pro…
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines
Alexander Isenko, Ruben Mayer, Jeffrey Jedele +1
Preprocessing pipelines in deep learning aim to provide sufficient data throughput to keep the training processes busy. Maximizing resource utilization is becoming more challenging…
Out-of-Core Edge Partitioning at Linear Run-Time
Ruben Mayer, Kamil Orujzade, Hans-Arno Jacobsen
Graph edge partitioning is an important preprocessing step to optimize distributed computing jobs on graph-structured data. The edge set of a given graph is split into equally-…