65 citations · 202 across the 26 of their papers we have counts for
4 papers · 1 filter
Memory-Disaggregated In-Memory Object Store Framework for Big Data Applications
Robin Abrahamse, Akos Hadnagy, Zaid Al-Ars
The concept of memory disaggregation has recently been gaining traction in research. With memory disaggregation, data center compute nodes can directly access memory on adjacent no…
Benchmarking Apache Arrow Flight -- A wire-speed protocol for data transfer, querying and microservices
Tanveer Ahmad, Zaid Al Ars, H. Peter Hofstee
Moving structured data between different big data frameworks and/or data warehouses/storage systems often cause significant overhead. Most of the time more than 80\% of the total t…
DFL: High-Performance Blockchain-Based Federated Learning
Yongding Tian, Zhuoran Guo, Jiaxuan Zhang +1
Many researchers have proposed replacing the aggregation server in federated learning with a blockchain system to improve privacy, robustness, and scalability. In this approach, cl…
GPU Acceleration of 3D Agent-Based Biological Simulations
Ahmad Hesam, Lukas Breitwieser, Fons Rademakers +1
Researchers in biology are faced with the tough challenge of developing high-performance computer simulations of their increasingly complex agent-based models. BioDynaMo is an open…