DLA: Compiler and FPGA overlay for neural network inference acceleration

MS Abdelfattah, D Han, A Bitar… - … Conference on Field …, 2018 - ieeexplore.ieee.org
Overlays have shown significant promise for field-programmable gate-arrays (FPGAs) as
they allow for fast development cycles and remove many of the challenges of the traditional …

A survey on runtime testing of dynamically adaptable and distributed systems

M Lahami, M Krichen - Software Quality Journal, 2021 - Springer
This article addresses the need of applying testing activities with the purpose of checking the
consistency and the correctness of distributed and dynamically adaptable systems whose …

Testing adaptation policies for software components

F Dadeau, JP Gros, O Kouchnarenko - Software Quality Journal, 2020 - Springer
Self-adaptive systems have to implement adaptation policies described by sets of rules that
express how the components are reconfigured within the system, the priority of a given …

Test suite reduction for self-organizing systems: A mutation-based approach

A Reichstaller, B Eberhardinger, H Ponsar… - Proceedings of the 13th …, 2018 - dl.acm.org
We study regression testing and test suite reduction for self-organizing (SO) systems. The
complex environments of SO systems typically require large test suites. The physical …

Mutation-based test suite evolution for self-organizing systems

A Reichstaller, T Gabor, A Knapp - … 2018, Limassol, Cyprus, November 5-9 …, 2018 - Springer
We consider test design as an optimization problem. The challenge is to find a set of test
cases, the so-called test suite, that optimizes two quantifiable requirements: First, the effort …

Model-Based Testing for Self-Organization Mechanisms

B Eberhardinger - 2019 - opus.bibliothek.uni-augsburg.de
A complex system is a system composed of many di erent (often heterogeneous)
components that interact with each other. These complex systems become more ubiquitous …

Machine Learning-based Test Strategies for Self-Adaptive Systems

A Reichstaller - 2020 - opus.bibliothek.uni-augsburg.de
With self-adaptive systems a new class of reactive software systems is recently gaining lots
of attention. Able to adapt their actual approach to meet given goals at runtime based on …

Contributions à la validation des systèmes à composants adaptatifs par génération de tests

JP Gros - 2021 - theses.hal.science
Les systèmes adaptatifs peuvent se reconfigurer en fonction de politiques d'adaptation qui
sont vues comme des artefacts qui décrivent les comportements souhaitables du système …