209 citations · 259 across the 9 of their papers we have counts for
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cs.DB2020
The Case for Distance-Bounded Spatial Approximations
Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek +3
Spatial approximations have been traditionally used in spatial databases to accelerate the processing of complex geometric operations. However, approximations are typically only us…
cs.LG2020
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…