A two-step file allocation and two function-assignment rules give a constant-factor-optimal communication-computation tradeoff for heterogeneous MapReduce systems.
Storage, computation, an d communication: A fundamental tradeoff in distributed computing,
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Heterogeneous Coded Distributed Computing: Joint Design of File Allocation and Function Assignment
A two-step file allocation and two function-assignment rules give a constant-factor-optimal communication-computation tradeoff for heterogeneous MapReduce systems.