31 citations · 49 across the 3 of their papers we have counts for
3 papers
Mobility Stream Processing on NebulaStream and MEOS
Mariana M. Garcez Duarte, Dwi P. A. Nugroho, Georges Tod +7
The increasing use of Internet-of-Things (IoT) sensors in moving objects has resulted in vast amounts of spatiotemporal streaming data. To analyze this data in situ, real-time spat…
Dynamic Parameter Allocation in Parameter Servers
Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch +1
To keep up with increasing dataset sizes and model complexity, distributed training has become a necessity for large machine learning tasks. Parameter servers ease the implementati…
The NebulaStream Platform: Data and Application Management for the Internet of Things
Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte +6
The Internet of Things (IoT) presents a novel computing architecture for data management: a distributed, highly dynamic, and heterogeneous environment of massive scale. Application…