Learn More
The Concurrency Simulator is used in a sophomore-level course to introduce students to parallel computing. This simulator is unique since it integrates a graphical topology into the programming environment. This makes algorithms much easier to express and, combined with a context-sensitive editor, makes it easy for students to enter their algorithms without(More)
This paper presents AMREF, an Adaptive MapREduce Framework designed for an effective use of computational resources in data center networks to deal with real time data intensive applications. AMREF entails its adaptivity from adaptive splitter, adaptive mappers and adaptive reducers in a stochastic control manner. We use three methods, feedback control,(More)