77 citations
2 papers
cs.LG2019
Densifying Assumed-sparse Tensors: Improving Memory Efficiency and MPI Collective Performance during Tensor Accumulation for Parallelized Training of Neural Machine Translation Models
Derya Cavdar, Valeriu Codreanu, Can Karakus +11
Neural machine translation - using neural networks to translate human language - is an area of active research exploring new neuron types and network topologies with the goal of dr…
cs.DB2017★ 77 cited
A Survey on Geographically Distributed Big-Data Processing using MapReduce
Shlomi Dolev, Patricia Florissi, Ehud Gudes +2
Hadoop and Spark are widely used distributed processing frameworks for large-scale data processing in an efficient and fault-tolerant manner on private or public clouds. These big-…