Modeling and Simulation of Invasive Applications and Architectures

Beschreibung

This book covers two main topics: First, novel fast and flexible simulation techniques for modern heterogeneous NoC-based multi-core architectures. These are implemented in the full-system simulator called InvadeSIM and designed to study the dynamic behavior of hundreds of parallel application programs running on such architectures while competing for resources. Second, a novel actor-oriented programming library called ActorX10, which allows to formally model parallel streaming applications by actor graphs and to analyze predictable execution behavior as part of so-called hybrid mapping approaches, which are used to guarantee real-time requirements of such applications at design time independent from dynamic workloads by a combination of static analysis and dynamic embedding.
This book covers two main topics: First, novel fast and flexible simulation techniques for modern heterogeneous NoC-based multi-core architectures. These are implemented in the full-system simulator called InvadeSIM and designed to study the dynamic behavior of hundreds of parallel application programs running on such architectures while competing for resources. Second, a novel actor-oriented programming library called ActorX10, which allows to formally model parallel streaming applications by actor graphs and to analyze predictable execution behavior as part of so-called hybrid mapping approaches, which are used to guarantee real-time requirements of such applications at design time independent from dynamic workloads by a combination of static analysis and dynamic embedding.
Includes tutorial on parallel programming languages such as the X10 programming model, language constructs, and runtime implementation using numerous code snippets for a deep understanding of modern parallel language concepts Provides detailed algorithm descriptions on how to realize large scale MPSoC simulators, including network-on-chip simulation, and parallel discrete event simulation Presents simulation-based case studies of complex real-world streaming applications with real-time constraints provide important insights into how to provide predictability on multi-core architectures by using invasive computing concepts

Autor*in

Sascha Roloff

Themen in »Modeling and Simulation of Invasive Applications and Architectures«

Parallel Programming Invasive Computing Heterogeneous Multiprocessor Systems-On-Chips Simulation Multiprocessor Simulation Actor-oriented Programming Run-Time Application Embedding Hybrid Network-on-Chip Simulation Invasive Parallel Programs Parallel MPSoC Simulation

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