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Dynamic Parameter Allocation in Parameter Servers

Renz-Wieland, A; Gemulla, R; Zeuch, S; Markl, V

Renz-Wieland, A (corresponding author), Tech Univ Berlin, Berlin, Germany.

PROCEEDINGS OF THE VLDB ENDOWMENT, 2020; 13 (11): 1877

Abstract

To keep up with increasing dataset sizes and model complexity, distributed training has become a necessity for large machine learning tasks. Parameter......

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