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Machine learning (ML) and artificial intelligence (AI) approaches are often criticized for their inherent bias and for their lack of control, accountability, and transparency. Consequently, regulatory bodies struggle with containing this…

Artificial Intelligence · Computer Science 2025-01-06 Benjamin Roth , Pedro Henrique Luz de Araujo , Yuxi Xia , Saskia Kaltenbrunner , Christoph Korab

We introduce API Pack, a massive multi-programming language dataset containing over one million instruction-API calls for improving the API call generation capabilities of large language models. Our evaluation highlights three key findings:…

Computation and Language · Computer Science 2025-02-17 Zhen Guo , Adriana Meza Soria , Wei Sun , Yikang Shen , Rameswar Panda

Asset Administration Shells are trending in Industry 4.0. In February 2024, the Industrial Digital Twin Association announced 84 and released 18 AAS submodel specifications. As an enabler on programming level, dedicated APIs are needed, for…

Software Engineering · Computer Science 2024-06-21 Holger Eichelberger , Alexander Weber

The open source software (OSS) assessment has become important given the increased adoption of OSS in commercial product development. Researchers proposed many OSS assessment models. However, little is known about the industrial relevance…

Software Engineering · Computer Science 2022-12-02 Sai Pranav Koyyada , Denim Deshmukh Deepika Badampudi , Vida Ahmadi , Muhammad Usman

Modern web services routinely provide REST APIs for clients to access their functionality. These APIs present unique challenges and opportunities for automated testing, driving the recent development of many techniques and tools that…

Software Engineering · Computer Science 2022-09-08 Myeongsoo Kim , Qi Xin , Saurabh Sinha , Alessandro Orso

"AI as a Service" (AIaaS) is a rapidly growing market, offering various plug-and-play AI services and tools. AIaaS enables its customers (users) - who may lack the expertise, data, and/or resources to develop their own systems - to easily…

Machine Learning · Computer Science 2023-02-06 Kornel Lewicki , Michelle Seng Ah Lee , Jennifer Cobbe , Jatinder Singh

Function as a Service (FaaS) paradigm is becoming widespread and is envisioned as the next generation of cloud systems that mitigate the burden for programmers and cloud solution architects. However, the FaaS abstraction only makes the…

Distributed, Parallel, and Cluster Computing · Computer Science 2023-09-07 Pawissanutt Lertpongrujikorn , Mohsen Amini Salehi

A good documentation is essential for a good usability of (security) APIs, i.e. especially for the correct use of the APIs. Requirements for good documentation of APIs have been described in several papers, but there is no technical…

Software Engineering · Computer Science 2020-07-28 Rolf Huesmann , Alexander Zeier , Andreas Heinemann , Alexander Wiesmaier

Software as a Service (SaaS) has seen rapid growth in recent years, thanks to its ability to adapt to diverse user needs through subscription-based models. However, as pricing models enhance the customization of subscriptions, managing the…

Software Engineering · Computer Science 2025-03-28 Alejandro García-Fernández , Jose Antonio Parejo , Antonio Ruiz-Cortés

Security Orchestration, Automation, and Response (SOAR) platforms integrate and orchestrate a wide variety of security tools to accelerate the operational activities of Security Operation Center (SOC). Integration of security tools in a…

Cryptography and Security · Computer Science 2022-01-21 Zarrin Tasnim Sworna , Chadni Islam , Muhammad Ali Babar

With the growing success of the social Web, most Web developers have to interact with at least one social Web platform, which implies studying the related API specifications. These are often only informally described, may contain errors,…

Software Engineering · Computer Science 2013-01-11 Georges Gouriten , Pierre Senellart

The Open RAN API and interface standards facilitate the new ecosystems where distinct hardware and software components are brought together to build 5G systems. Key to this concept is the seamless and efficient integration and monetization…

Networking and Internet Architecture · Computer Science 2023-08-31 Tim Farnham , Sajida Gufran , Peizheng Li , Adnan Aijaz

Based on developer needs and usage scenarios, API (Application Programming Interface) recommendation is the process of assisting developers in finding the required API among numerous candidate APIs. Previous studies mainly modeled API…

Software Engineering · Computer Science 2023-09-14 Yafeng Gu , Yiheng Shen , Xiang Chen , Shaoyu Yang , Yiling Huang , Zhixiang Cao

Security Application Programming Interfaces (APIs) are crucial for ensuring software security. However, their misuse introduces vulnerabilities, potentially leading to severe data breaches and substantial financial loss. Complex API design,…

Cryptography and Security · Computer Science 2025-05-15 Zahra Mousavi , Chadni Islam , M. Ali Babar , Alsharif Abuadbba , Kristen Moore

Data-management-as-a-service systems are increasingly being used in collaborative settings, where multiple users access common datasets. Cloud providers have the choice to implement various optimizations, such as indexing or materialized…

Databases · Computer Science 2015-03-20 Prasang Upadhyaya , Magdalena Balazinska , Dan Suciu

Functions-as-a-Service (FaaS) is a Serverless Cloud paradigm where a platform manages the scheduling (e.g., resource allocation, runtime environments) of stateless functions. Recent work proposed using domain-specific languages to express…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-01-24 Giuseppe De Palma , Saverio Giallorenzo , Jacopo Mauro , Matteo Trentin , Gianluigi Zavattaro

Machine learning is disruptive. At the same time, machine learning can only succeed by collaboration among many parties in multiple steps naturally as pipelines in an eco-system, such as collecting data for possible machine learning…

Machine Learning · Computer Science 2021-08-19 Zicun Cong , Xuan Luo , Pei Jian , Feida Zhu , Yong Zhang

A common way of exposing functionality in contemporary systems is by providing a Web-API based on the REST API architectural guidelines. To describe REST APIs, the industry standard is currently OpenAPI-specifications. Test generation and…

Software Engineering · Computer Science 2023-10-27 Stefan Karlsson , Robbert Jongeling , Adnan Causevic , Daniel Sundmark

Supply chain optimization models frequently become infeasible because of modeling errors. Diagnosis and repair require scarce OR expertise: analysts must interpret solver diagnostics, trace root causes across echelons, and fix formulations…

Artificial Intelligence · Computer Science 2026-02-26 Ruicheng Ao , David Simchi-Levi , Xinshang Wang

Optimizing and maintaining up-to-date API documentation is a challenging problem for evolving OpenAPIs. In this poster, we propose a data-driven continuous optimization solution and multilingual SDK generation scheme to improve the…

Software Engineering · Computer Science 2023-03-27 Shujun Wang , Yongqiang Tian , Dengcheng He
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