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Advanced prefetching and caching of models with PrefetchML

Gwendal Daniel, Gerson Sunyé, Jordi Cabot
2018 Journal of Software and Systems Modeling  
To overcome this situation we propose PrefetchML, a framework that executes prefetching and caching strategies over models.  ...  In addition, low-level prefetching and caching components are difficult to align with scalable model persistence frameworks because they are unaware of potential optimizations relying on the analysis of  ...  cache and a set of cache consistency policies extending the cache component to ensure cached elements are always consistent with the model when update operations are performed, and (iii) a new set of  ... 
doi:10.1007/s10270-018-0671-8 fatcat:a27sbfhgijhapga3uymk3aluqq

PrefetchML

Gwendal Daniel, Gerson Sunyé, Jordi Cabot
2016 Proceedings of the ACM/IEEE 19th International Conference on Model Driven Engineering Languages and Systems - MODELS '16  
To overcome this situation we propose PrefetchML, a framework that executes prefetching and caching strategies over models.  ...  Prefetching and caching are well-known techniques integrated in database engines and file systems in order to speed-up data access.  ...  To have a better overview of the performance gains, each prefetching mechanism is tested on two different models and with two cache sizes.  ... 
doi:10.1145/2976767.2976775 fatcat:ms34hx27tvbjzavpxvt54rmbam