Darius-Florentin Neatu

Universitatea Națională de Știință și Tehnologie Politehnica București

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About

Darius-Florentin Neatu is a researcher at the forefront of cloud-edge computing and distributed data systems, with a focus on enabling intelligent, real-time processing for dynamic environments such as robotics and autonomous vehicles. His major contribution lies in developing scalable architectures that bridge the gap between centralized cloud resources and edge devices. In his highly cited 2019 work, "Data Capsule: Representation of Heterogeneous Data in Cloud-Edge Computing" (24 citations), Neatu introduced a novel framework for unifying diverse data types across cloud and edge layers—a critical innovation for robots operating in unpredictable settings that demand rapid decision-making. He further advanced the field with "My cloudy time machine: a scalable microservice-based platform for data processing in cloud-edge systems" (4 citations), which proposes a modular, microservice-driven approach to minimize latency and optimize data flow. By tackling the core challenges of heterogeneity, scalability, and real-time responsiveness, Neatu’s work has laid essential groundwork for next-generation autonomous systems, earning him recognition as a key contributor to the evolution of distributed computing infrastructures.