The complexity of telecommunication networks continues to increase. Likewise, the complexity of traffic carried over these networks is also increasing. A data-driven approach is a promising technique for handling those complexities. We have been conducting research and development (R&D) on data analytics for traffic and network management by applying big data technologies. This article introduces the R&D activities involving applications of big-data analytics technologies for traffic and network management.