Published 2025
Table of Contents:
“...
Data organization -- 4.7.4 Exercise 4.
Data pipelines -- References -- 5
Data infrastructure for connected transport systems -- 5.1 Introduction -- 5.2 Connected transport system applications and workload characteristics -- 5.3 Infrastructure overview -- 5.4 Higher-level infrastructure -- 5.4.1 Scalable
data processing -- 5.4.2 SQL -- 5.4.3 Dataframes -- 5.4.4 Machine learning -- 5.4.5 Foundation models -- 5.4.6
Data ingest and stream
processing -- 5.4.7 Short-running and random access
data management -- 5.4.8 Search-
based analytics -- 5.4.9 Business intelligence and visualizations -- 5.5 Low-level infrastructure -- 5.5.1 On-premise: Hadoop and Kubernetes -- 5.5.2 Cloud -- 5.5.3 Edge-to-cloud continuum -- 5.5.4 Vehicles and roadside sensors -- 5.6 Quantum infrastructure -- 5.6.1 Quantum annealing -- 5.6.2 Quantum
computing -- 5.6.3 Quantum communication -- 5.7 Conclusion -- Exercises -- References -- 6 Security and
data privacy of modern automobiles -- 6.1 Introduction -- 6.2 Connected vehicle networks and vehicular applications -- 6.2.1 In-vehicle networks -- 6.2.2 External networks -- 6.2.3 Innovative vehicular applications -- 6.3 Stakeholders and assets....
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