SolarWinds, a provider of IT management software, is introducing machine learning-enabled database anomaly detection and an automated management API in the latest version of Database Performance Analyzer (DPA). The company is also refreshing its IT operations management portfolio, collectively designed to improve support for monitoring critical IT services and extend support for monitoring private cloud and converged infrastructures.