Company Filing History:
Years Active: 2022-2025
Title: Ilaria Malanchini: Innovator in Quality of Service and Optimization Technologies
Introduction
Ilaria Malanchini is a prominent inventor based in Stuttgart, Germany. She has made significant contributions to the fields of quality of service (QoS) provisioning and optimization technologies. With a total of 4 patents to her name, Ilaria is recognized for her innovative approaches in enhancing application performance and network efficiency.
Latest Patents
Ilaria's latest patents include groundbreaking work in dependency-aware quality of service profile provisioning. This patent outlines systems, methods, apparatuses, and computer program products designed to optimize QoS profiles based on application dependencies. The method involves obtaining information on application data flows and receiving updated QoS profiles from the network, which are selected based on a dependency graph.
Another notable patent focuses on accelerating grid-of-beams optimization using transfer learning. This deep transfer reinforcement learning (DTRL) method enhances optimization decisions in radio network agents, particularly when adapting to environmental changes. The patent leverages the transferability of knowledge from pre-trained neural network models to improve decision-making processes.
Career Highlights
Ilaria has worked with leading technology companies, including Nokia Technologies and Alcatel Lucent. Her experience in these organizations has allowed her to develop and refine her innovative ideas, contributing to advancements in telecommunications and network management.
Collaborations
Ilaria has collaborated with notable professionals in her field, including Qi Liao and Osman Aydin. These partnerships have fostered a collaborative environment that encourages the exchange of ideas and expertise.
Conclusion
Ilaria Malanchini stands out as a leading inventor in the realm of quality of service and optimization technologies. Her patents reflect her commitment to innovation and her ability to address complex challenges in the technology sector.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.