The systems and methods discussed herein provide for network communications via a plurality of paths, responsive to network traffic characteristics such as class, quality of service (QoS) requirements, application, network delay, loss rates, jitter, bandwidth, and application chattiness. Path selection may be application-specific, as one path that is bad or inadequate for the requirements of one application may be good or adequate for the requirements of a second application. By taking into account application-specific communications characteristics, as well as network path characteristics, path selection may be optimized, resulting in higher quality of service for each application, better throughput, and more efficient use of bandwidth and network resources.