Metamodel specialization based DSL for DL lifecycle data management
| Autor: | Edgars Celms, Audris Kalnins, Arturs Sprogis, Mikus Grasmanis, Sergejs Rikacovs, Paulis Barzdins, Janis Barzdins |
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| Rok vydání: | 2020 |
| Předmět: |
Domain-specific language
SIMPLE (military communications protocol) business.industry Computer science Data management Deep learning 020207 software engineering 02 engineering and technology USable Metamodeling Digital subscriber line Software_SOFTWAREENGINEERING Specialization (logic) 0202 electrical engineering electronic engineering information engineering Artificial intelligence business Software engineering |
| Zdroj: | MODELS Companion |
| DOI: | 10.1145/3417990.3420050 |
| Popis: | A new Domain Specific Language (DSL) based approach to Deep Learning (DL) lifecycle data management (LDM) is presented: a very simple but universal DL LDM tool, still usable in practice (called Core tool); and an advanced extension mechanism, that converts the Core tool into a DSL tool building framework for DL LDM tasks. The method used is based on the metamodel specialisation approach for DSL modeling tools introduced by authors. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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