Distributed Computing with Heterogeneous Communication Constraints: The Worst-Case Computation Load and Proof by Contradiction

18 Aug 2019 Shakya Nishant Li Fan Chen Jinyuan

We consider a distributed computing framework where the distributed nodes have different communication capabilities, motivated by the heterogeneous networks in data centers and mobile edge computing systems. Following the structure of MapReduce, this framework consists of Map computation phase, Shuffle phase, and Reduce computation phase... (read more)

PDF Abstract
No code implementations yet. Submit your code now

Categories


  • INFORMATION THEORY
  • INFORMATION THEORY