Workload control-related Workload Route Decision

Macroscopic Workload Model for Estimating En Route Sector Capacity

Under ideal weather conditions, each en route sector in an air traffic management (ATM) system has a certain maximum operational traffic density that its controller team can safely handle with nominal traffic flow. We call this the design capacity of the sector. Bad weather and altered flow often reduce sector capacity by increasing controller workload. We refer to sector capacity that is reduc...

Scalable Workload Adaptation for Mixed Workload

Workload adaptation is a performance management process in which an autonomic database management system (DBMS) efficiently makes use of its resources by filtering or controlling the workload presented to it in order to meet its Service Level Objectives (SLOs). The overhead incurred by filtering or controlling the workload is an important factor affecting the effectiveness of workload adaptatio...

Mental Workload and ARL Workload Modeling Tools

The author of this report provides an overview of mental workload theory and mental workload measurement. She also describes the development, application, and validation of the mental workload modeling tools developed by the Human Research and Engineering Directorate of the U.S. Army Research Laboratory (ARL). These ARL tools, VACP (visual, auditory, cognitive, psychomotor) option in the improv...

ROUTE: run-time robust reducer workload estimation for MapReduce

MapReduce has become a popular model for large-scale data processing in recent years. Many works on MapReduce scheduling (e.g., load balancing and deadline-aware scheduling) have emphasized the importance of predicting workload received by individual reducers. However, because the input characteristics and user-specified map function of a given job are unknown to the MapReduce framework before ...

Control workload , airspace capacity and future systems