Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent

Pedro Soto, Ilia Ilmer, Haibin Guan +1

Coded distributed computation has become common practice for performing gradient descent on large datasets to mitigate stragglers and other faults. This paper proposes a novel algo…