A User Centered Evolutionary Scheduling Framework

The need for supporting CSCW applications with heterogeneous and varying user requirements call for adaptive and reconfigurable schedulers accommodating a mixture of real-time, proportional share, fixed priority and other policies, thus overcoming frustrating processor bottlenecks. In this paper we try to overcome this anomaly by proposing an evolutionary strategy for a Meta Hierarchical Scheduler (MHS) in which a user is actively involved in the design cycle of a scheduler. Our framework analyzes user requirements by formulating an abstract model for an optimum scheduler with the help of an evolutionary algorithm that satisfies the needs. Finally a C source code for this MHS is generated using a code generator for the Linux kernel. Our experimental framework demonstrates that our MHS enhances through the evolutionary approach, the user satisfaction level by a factor of two as compared to the satisfaction level achieved by the standard Linux scheduler. Keywords--Adaptable Schedulers, H...

• Type: Conference
• Year: 2004
• Where: ICAI
• Authors: Horst Wedde, Muddassar Farooq, Mario Lischka
• Keywords: ICAI 2004, ICAI 2007, Linux Scheduler, Meta Hierarchical Scheduler, User Requirements