The Tortoise and the Hare: Characterizing Synchrony in Distributed Environments (Practical Experience Report)

摘要

The design of distributed protocols that run in data centers and enterprise clusters is heavily dependent on synchrony assumptions regarding the timing behavior of the participating nodes and the network. However, little is known about the actual synchrony of real distributed systems, and how it varies across deployments. To better understand this timing behavior and how it impacts the design and implementation of distributed protocols, we conduct an extensive measurement study of the latency for transmitting and processing messages between nodes in four different environments. Our study determines how protocol characteristics affect the latency behavior. We also determine how different environmental factors can affect the measured latency and whether high latency events manifest globally or locally. Our results suggest several directions for reducing latency, and for leveraging recent distributed computing models in a more judicious way.