Daniela Delinschi- Doctor of Engineering
- PhD Student at Technical University of Cluj-Napoca
Daniela Delinschi
- Doctor of Engineering
- PhD Student at Technical University of Cluj-Napoca
Looking for new collaborations and projects. I'm currently working in writing and implementing the European projects.
About
17
Publications
906
Reads
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25
Citations
Introduction
I am a Research Project Manager with experience of working in the research industry. I have expertise in Laravel, Python for Data Mining, Electronics and IoT. With a Master of Engineering - M.Eng. focused in Electrical Engineering and Management from Technical University of Cluj Napoca and currently a PhD student, researching IoT and Machine Learning collaboration.
Skills and Expertise
Current institution
Additional affiliations
November 2020 - present
Holisun SRL
Position
- Research Assistant
Education
July 2020 - July 2022
October 2016 - July 2020
Publications
Publications (17)
This article presents the architecture, design and validation of a microservice orchestration approach that improves the flexibility of heterogeneous microservice‐based platforms. Improving user experience and interaction for time‐critical applications are aspects that were primary objectives for the design of the architecture. Each microservice ca...
Data-centric operational systems, machine learning (ML), and other analytical and artificial intelligence (AI) pipelines are becoming increasingly imperative for organizations seeking to increase the protection of sensitive data while satisfying customer expectations. This paper proposes a novel methodology to assess the level of vulnerability assi...
Modern software architectures heavily rely on APIs, yet face significant security challenges, particularly with Broken Object Level Authorization (BOLA) vulnerabilities, which remain the most critical API security risk according to OWASP. This paper introduces Karate-BOLA-Guard, an innovative framework leveraging Large Language Models (LLMs) and Re...
In this paper we present a set of good practices in the design of a security-centric architecture for a Communication Channel that can be used to secure a Loosely-Coupled distributed platform, over unreliable communication mediums. The proposed practices are derived from designing a complete architecture that is modular and designed to support prin...
This article proposes a non-standard complex problem of Partitioning and Vehicle Routing Problem (PVRP), that assumes an infinite capacity for vehicles and demands that routes will have the least possible time discrepancy. The problem was presented in a real-life scenario, with real constraints and motivations for requirements. Current established...
Due to being scalable, easily cacheable, and well-suited for high-traffic web applications, RESTful APIs are highly used today, hence in this paper, we present a selective review of how the security evolved around APIs and how Machine Learning (ML) and Artificial Intelligence (AI) techniques have been used in developing new solutions for testing, m...
This article presents the architecture, design and validation of a microservice orchestration approach, that improves the flexibility of heterogeneous microservice-based platforms. Improving user experience and interaction, for time-critical applications are aspects that were primary objectives for the design of the architecture. Each microservice...
This article presents the architecture, design and validation of an orchestration approach, that improves the flexibility of Service based platforms. Improving user experience and interaction, for time-critical applications are aspects that were primary objectives for the design of the architecture. Each Service can provide its own embedded User In...
This article presents the architecture, design and validation of a distributed learning approach, that provides support for knowledge preservation. The architecture is able to provide support for Collaborative Data Mining, Context Aware Data Mining, but also Federated Learning. Improving User Experience, providing support for research activities an...
Async Messaging Systems tend to be ubiquitous nowadays. Their major drawback, however, lays in the limited usability with classic REST API's, that cannot be easily integrated inside such a platform, but are readily available in all major programming languages. This article proposes an alternate approach, which is the design of an Ontology Driven Se...
Far from being a hype, cybersecurity is one of the most important aspects of our daily lives. Gaining trust in a cyber system is not an easy task, as problems and security hazards can be willingly or unwillingly introduced in it. This paper describes a security-centric architecture of the communication bus in loosely coupled heterogeneous systems....
Reducing the carbon footprint of our daily activities, as a race, is one of the most important priorities that we can have today. Optimizations play a key role in this process, as just swapping one fuel with another is not enough. An important part of managing and engineering a sustainable and economical transportation system, specifically in the f...
