Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 9 of 9 for “"dataflow architecture"”.
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Towards Maintainable and Explainable AI Systems with Dataflow
… of this translation process and explore software architecture paradigms well suited for the needs of modern data-driven systems. We begin by surveying existing reports on ML deployment and the difficulties they describe. The identified issues and concerns are matched against a typical ML …
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Supporting Transparent Distributed Messaging for Dataflow Applications in Power Electronics Control Systems
… processors. The processors are designed using dataflow architecture. The protocol ensures transparent asynchronous communication between distributed processes. The protocol is designed such that an application can run without change in virtually any kind of distributed configuration, where …
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High Performance Architecture using Speculative Threads and Dynamic Memory Management Hardware
… have shifted from control flow Von-Neumann architecture back to dataflow architecture again in order to explore scalable architectures leading to multi-core systems with several hundreds of processing elements. In this dissertation, I address how the performance of modern processing systems …
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Design and Evaluation of an Embedded Real-time Micro-kernel
… operating system kernel specially designed for dataflow software. Dataflow is a style of software architecture that is well suited for control and "signal flow" applications. This architecture involves many small processes and lots of inter-process communication, which impose too much overhead …
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Distributed, Modular, Open Control Architecture for Power Conversion Systems
… proposes a distributed, modular, open control architecture for power conversion systems to reduce control design complexity, encapsulate and localize design dependencies, reduce unnecessary redesign effort and improve software quality. Dataflow style is chosen as the architectural style for the …
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Evaluating the Perceived Overhead Imposed by Object-Oriented Programming in a Real-time Embedded System
… kernel for real-time embedded systems based on dataflow architecture. Dataflow is a software architecture that is well suited to applications that involve signal flows and value transformations. Typically, these systems comprise numerous processes with heavy inter-process communications. The …
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Automatic Parallelisation of Programs onto CPU+GPU Hybrid Systems
… re-written in order to run on a GPU architecture. This research aims to produce a system that will allow programs to be run without specifying which set of devices they can be run on. This will allow programs to be more easily moved between different configurations of processors, but …
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Supporting Distributed Fault Tolerance In A Real-Time Micro-Kernel
… This thesis describes research to extend the Dataflow Architecture Real-time Kernel (DARK) to support distributed, fault-tolerant execution of control algorithms for power electronics control systems. An appropriate scheme for fault-tolerant scheduling of processes on distributed processing …
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An Application Framework for a Power-Aware Processor Architecture
… Tech proposed a novel data-flow processor architecture design to bridge the gap between event-driven applications and the target architecture. The architecture, although promising in terms of performance and energy-efficiency, was explored for limited number of applications. This thesis …