118 citations · 324 across the 21 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.DC2018★ 1 cited
Apache Spark Streaming, Kafka and HarmonicIO: A Performance Benchmark and Architecture Comparison for Enterprise and Scientific Computing
Ben Blamey, Andreas Hellander, Salman Toor
This paper presents a benchmark of stream processing throughput comparing Apache Spark Streaming (under file-, TCP socket- and Kafka-based stream integration), with a prototype P2P…
q-bio.CB2018
Orchestral: a lightweight framework for parallel simulations of cell-cell communication
Adrien Coulier, Andreas Hellander
We develop a modeling and simulation framework capable of massively parallel simulation of multicellular systems with spatially resolved stochastic kinetics in individual cells. By…
stat.ML2018★ 2 cited
Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits
Prashant Singh, Andreas Hellander
Approximate Bayesian computation is an established and popular method for likelihood-free inference with applications in many disciplines. The effectiveness of the method depends c…