Efficient Model-Driven Prototyping for Edge Analytics

نویسندگان

چکیده

Software development cycles in the context of IoT! (IoT!) applications require orchestration different technological layers, and involve complex technical challenges. The engineering team needs to become experts these technologies time delays are inherent due cross-integration process because they face steep learning curves several technologies, which leads cost issues, often a resulting product that is prone bugs. We propose more straightforward approach construction high-quality IoT by adopting model-driven (DIME Pyrus), may be used jointly or isolation. presented use case connects various technologies: application interacts through EdgeX middleware platform with sensors data analytics pipelines. This web-based control collects, processes displays key information about state edge capture computing enables quick strategic decision-making. In study Stable Storage Facility (SSF), we DIME design for connectivity aspects, MongoDB storage Pyrus implement no-code Python. have integrated nine independent two distinct Low-code environments production seven pipelines, definition 25 SIBs DSLs. benchmarked showcase role code generation reusability components across applications. demonstrate embraces high level facilitates domain engineers create low-code fashion.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Model-Driven Prototyping for Corporate Software Specification

Corporate software development faces very demanding challenges, especially concerning the design of user interfaces. Collaborative design with stakeholders demands modeling methods that everybody can understand and apply. But when using traditional, paper-based methods to gather and document requirements, an IT organization often experiences frustrating communication issues between the business...

متن کامل

Model for current-driven edge-localized modes.

Edge-localized modes (ELMs) are cyclic disturbances in the outer region of tokamak plasmas that are influential in determining present and future tokamak performance. In this Letter, we outline an approach to modeling ELMs in which we envisage toroidal peeling modes initiating a Taylor relaxation [Phys. Rev. Lett. 33, 1139 (1974)10.1103/PhysRevLett.33.1139] of a tokamak outer region plasma. Rel...

متن کامل

Model Driven Fast Prototyping: A Semantic Approach

Sure that quality applications must be well thought and described before the development phase and that a design methodology can be much more than a help in most occasions, we propose a development framework based on a well organized and tested design methodology for hypermedia applications. In this paper we show its in-the-large structure and explain which modules complete it and how they inte...

متن کامل

Model-Driven Prototyping Based Requirements Elicitation

This paper presents a requirements elicitation approach that is based on model-driven prototyping. Model-driven development fits naturally in evolutionary prototyping because modeling and design are not treated merely as documents but as key parts of the development process. A novel rapid program synthesis approach is applied to speed up the prototype development. MDA, AI planning, and componen...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Electronics

سال: 2023

ISSN: ['2079-9292']

DOI: https://doi.org/10.3390/electronics12183881