Locally Distributed Predicates: A Technique for Distributed Programming

Date Added: May 2010
Format: PDF

New research in wireless networks, sensor networks, and modular robotics has spurred renewed interest in distributed programming techniques. Distributed programming is inherently more difficult than its single-threaded equivalent, due to the need for an executing thread of a distributed program located at one computation node to access state located at a different node. Traditionally, remote state has been aggregated or summarized using distributed snapshots or global predicate evaluation. Traditional techniques for gathering state in distributed systems may be inappropriate for large-scale, sparsely-connected systems, as they are bandwidth intensive and scale poorly. The authors have identified a novel class of distributed predicates in such systems that they term Locally Distributed Predicates (LDPs).