… First, from a control-theory perspective, there should exist a general way to … feedback loops
with known set points and feedback control parameters. This is achieved via multiple software …

… allocation for cloud-based software services faces huge challenges in … -enabled feedback
Control with Reinforcement learning … Prediction-enabled feedback Control with Reinforcement …

… We demonstrate the formulation of software performance assurance problems as those
of feedback control. We describe modeling the software system and provide an example of …

… of softgoals adjusted by the feedback controller. Then, based on the … and other issues in
feedback control and the difficulties in … , for it to be connected to feedback control from low-level …

… Having appropriate software tools is immensely helpful in developing statistical models as
… ) control tuning techniques. In the third chapter we address state-space feedback control, …

… feedback control loop is the choice of the controller. We adopt the PID (proportionalintegral-derivative)
controller … obtain output from the set points and feedback is fast. In the absence of …

… service, termination of service is unacceptable. If we want to counteract the effect of software
aging without termination of service, we … technique to maintain the robustness of service. …

… feedback mechanisms should be formalized, quantified and optimized. Therefore a feedback
control theoretic context for software … software testing” a form of more feedback control than …

… -time analysis of combined software engineering data can help software practitioners to …
Software Analytics Platform, we aim to make software analytics a core feedback loop for software …

… This paper surveys these approaches from the point of view of control theory … the feedback
control of computing systems, and proposes detailed interpretations of feedback control loops …