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The spread of the Internet of Things (IoT) is demanding new, powerful architectures for handling the huge amounts of data produced by the IoT devices. In many scenarios, many existing isolated solutions applied to IoT devices use a set of…

Software developers often struggle to update APIs, leading to manual, time-consuming, and error-prone processes. We introduce MELT, a new approach that generates lightweight API migration rules directly from pull requests in popular library…

Software Engineering · Computer Science 2024-07-10 Daniel Ramos , Hailie Mitchell , Inês Lynce , Vasco Manquinho , Ruben Martins , Claire Le Goues

Large Language Models (LLMs) have shown great promise in tool-making, yet existing frameworks often struggle to efficiently construct reliable toolsets and are limited to single-task settings. To address these challenges, we propose GATE…

Computation and Language · Computer Science 2025-02-21 Jianwen Luo , Yiming Huang , Jinxiang Meng , Fangyu Lei , Shizhu He , Xiao Liu , Shanshan Jiang , Bin Dong , Jun Zhao , Kang Liu

The migration process between different third-party software libraries is hard, complex and error-prone. Typically, during a library migration process, developers opt to replace methods from the retired library with other methods from a new…

Software Engineering · Computer Science 2020-10-05 Hussein Alrubaye , Deema Alshoaibi , Eman Alomar , Mohamed Wiem Mkaouer , Ali Ouni

Model-driven software engineering (MDE) techniques are not only useful in forward engineering scenarios, but can also be successfully applied to evolve existing systems. RAD (Rapid Application Development) platforms emerged in the nineties,…

The rapid development of AI-based products and their underlying models has led to constant innovation in deep learning frameworks. Google has been pioneering machine learning usage across dozens of products. Maintaining the multitude of…

Software Engineering · Computer Science 2026-03-31 Stoyan Nikolov , Bernhard Konrad , Moritz Gronbach , Niket Kumar , Ann Yan , Varun Singh , Yaning Liang , Parthasarathy Ranganathan

To remain competitive in a fast changing environment, many companies started to migrate their legacy applications towards a Microservices architecture. Such extensive migration processes require careful planning and consideration of…

Software Engineering · Computer Science 2020-01-22 Jonas Fritzsch , Justus Bogner , Stefan Wagner , Alfred Zimmermann

Gradually typed languages allow programmers to mix statically and dynamically typed code, enabling them to incrementally reap the benefits of static typing as they add type annotations to their code. However, this type migration process is…

Programming Languages · Computer Science 2021-09-14 Luna Phipps-Costin , Carolyn Jane Anderson , Michael Greenberg , Arjun Guha

Proposing and implementing software systems, especially web applications for e-commerce using the traditional monolithic approach has been the norm, however, as new user requirements force organisations and developers to add more…

Software Engineering · Computer Science 2023-03-23 Sunday David Ubur

We present a tool that leverages generative AI to accelerate the migration of on-premises applications to the cloud. The Cloud Migration LLM accepts input from the user specifying the parameters of their migration, and outputs a migration…

Artificial Intelligence · Computer Science 2024-01-12 Amal Vaidya , Mohan Krishna Vankayalapati , Jacky Chan , Senad Ibraimoski , Sean Moran

Software intensively depends on external libraries whose relevance may change during its life cycle. As a consequence, software developers must periodically reconsider the libraries they depend on, and must think about \textit{library…

Software Engineering · Computer Science 2013-06-27 Cédric Teyton , Jean-Rémy Falleri , Marc Palyart , Xavier Blanc

Database migration is a key task in software modernization, increasingly involving transformations across heterogeneous data models such as relational and NoSQL systems. Existing approaches are typically designed for specific source-target…

Databases · Computer Science 2026-04-27 María J. Ortín , José R. Hoyos , Jesus García-Molina

Browser agents built on LLMs can act in web interfaces, yet most remain confined to a single chat surface (e.g., a sidebar). This mismatch with real browsing can increase context-switching and reduce user control. We introduce…

Human-Computer Interaction · Computer Science 2026-03-25 Wanying Mo , Jijia Lai , Xiaoming Wang

While Microservices are a preferred choice for modern cloud-based applications, the migration and architectural refactoring of existing legacy systems is still a major challenge in industry. To address this, academia has proposed many…

Software Engineering · Computer Science 2023-11-10 Jonas Fritzsch , Filipe Correia , Justus Bogner , Stefan Wagner

Moving mission-oriented enterprise applications to cloud environments is a major IT strategic task and requires a systematic approach. The foci of this paper are to review and examine existing cloud migration approaches from the process…

Software Engineering · Computer Science 2020-04-23 Mahdi Fahmideh , Graham Low , Ghassan Beydoun , Farhad Daneshgar

Text attribute transfer aims to automatically rewrite sentences such that they possess certain linguistic attributes, while simultaneously preserving their semantic content. This task remains challenging due to a lack of supervised parallel…

Computation and Language · Computer Science 2020-01-27 Zhijing Jin , Di Jin , Jonas Mueller , Nicholas Matthews , Enrico Santus

To support junior and senior architects, I propose developing a new architecture creation method that leverages LLMs' evolving capabilities to support the architect. This method involves the architect's close collaboration with LLM-fueled…

Software Engineering · Computer Science 2025-05-27 Tobias Eisenreich

Live migration, a technology enabling seamless transition of operational computational entities between various hosts while preserving continuous functionality and client connectivity, has been the subject of extensive research. However,…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-12-15 Sima Attar-Khorasani , Lincoln Sherpa , Matthias Lieber , Siavash Ghiasvand

The adoption of microservice architecture has seen a considerable upswing in recent years, mainly driven by the need to modernize legacy systems and address their limitations. Legacy systems, typically designed as monolithic applications,…

Science gateways are user-centric, end-to-end cyberinfrastructure for managing scientific data and executions of computational software on distributed resources. In order to simplify the creation and management of science gateways, we have…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-07-09 Dimuthu Wannipurage , Isuru Ranawaka , Eroma Abeysinghe , Marcus Christie , Suresh Marru , Marlon Pierce