How do I use autoscaling effectively with Audit logging?

Using autoscaling effectively with audit logging is essential for maintaining a secure and efficient infrastructure. Autoscaling allows your applications to adjust their resources dynamically based on demand, while audit logging enables you to track changes and access patterns within your system. Together, they ensure that you not only manage your resources properly but also keep a close eye on security and compliance.

Example of Autoscaling with Audit Logging

1, 'maxInstances' => 10, 'targetCPUUtilization' => 0.7, ]); // Enable audit logging $loggingService = new LoggingService(); $loggingService->enableAuditLogging(); // Automate scaling actions and log them function scaleUp() { $autoscaler->scaleUp(); $loggingService->log('Scaled up: ' . $autoscaler->getCurrentInstances()); } function scaleDown() { $autoscaler->scaleDown(); $loggingService->log('Scaled down: ' . $autoscaler->getCurrentInstances()); } // Simulate load monitoring while (true) { $currentLoad = getCurrentLoad(); if ($currentLoad > 0.7) { scaleUp(); } elseif ($currentLoad < 0.3) { scaleDown(); } sleep(60); // Check every minute } ?>

autoscaling audit logging dynamic resource management cloud infrastructure security compliance