Application-Aware Routing Policy based on application pattern traffic

摘要

Search engines are deployed over large datacenters and they support queries of thousands of users about a set of heterogeneous content, a typical configuration of a search engine includes three main components, a Front Service (FS) for user requests, Cache Service which is a subset of the most frequently used data and the full data set called Index Service (IS). Queries generate thousands of messages between nodes. The message delivery process should be performed efficiently. This paper is focused on improving the efficiency for allocating network resources. It is proposed the analysis of communication patterns of the system and the work balance of the network. The traffic pattern defines the behavior of each service and the workload on each router. The proposed mechanism makes decisions based on the historic behavior of the IS, FS, CS and the application pattern. The experimental results are evaluated using simulations techniques. Workloads from a real search engine are injected to the simulator and finally the results are compared with conventional routing mechanisms.