illuminate is a machine learning-based performance analytics tool that automatically diagnoses performance issues in servers and applications without human intervention. It has a small memory, CPU, and network footprint, uses adaptive machine learning to interpret data and scale with applications, and provides a holistic view of both application and system performance across servers. illuminate identifies the largest bottlenecks through machine learning, aggregates similar issues across servers, and auto-triggers on SLA breaches. It supports Linux systems and has a secure web-based dashboard.