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# System prepended metadata

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Reference papers: 
- https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3772387
- https://arxiv.org/pdf/1805.01120.pdf 
- https://arxiv.org/pdf/2106.06022.pdf - NGSI-LD
Falar da NOS como uma empresa de telecomunicações; 

## Points

### Abstract 

### Introduction 
- What is the project;
- What are smart cities; 
- The problem; 
- Brief explanation of how; 
- How the paper is structured;  

### Related work 

- Outras tentativas de normalização de dados.
- Arquitetura generica do fiware. Localizar o que eh o smart data model: NGSI-LD; Contextualizar o formato. 


### Use cases and development 


#### General architecture
- Explain the pipeline, with all the scripts flow (ETL, adaptors, deployment, ...); 
- Pipeline augmentations (might not talk about this). How to visualize data; 

#### Use case 
- Applications of smart cities that needs data treatment dependent on data that is continuously updated; 
- Reduces of the cost for developing similar archictures, since it's already documented and tested in real scenario; 
- Scalable; 
- 
### Conclusions
