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As modern software extensively uses open source packages, developers regularly pull in new upstream code through frequent updates. While a manual review of all upstream changes may not be practical, developers may rely on the authors' and…

Software Engineering · Computer Science 2023-06-02 Nasif Imtiaz , Preya Shabrina , Laurie Williams

As modern FPGAs evolve to include more het- erogeneous processing elements, such as ARM cores, it makes sense to consider these devices as processors first and FPGA accelerators second. As such, the conventional FPGA develop- ment…

Software Engineering · Computer Science 2017-05-16 Andrew G. Schmidt , Gabriel Weisz , Matthew French

In modern software development, Python third-party libraries play a critical role, especially in fields like deep learning and scientific computing. However, API parameters in these libraries often change during evolution, leading to…

Software Engineering · Computer Science 2025-12-24 Shuai Zhang , Guanping Xiao , Jun Wang , Huashan Lei , Gangqiang He , Yepang Liu , Zheng Zheng

Third-party Python libraries introduce dependency management overhead, supply chain risk, and deployment friction in constrained environments. A natural question is how much of this ecosystem can be replicated using only Python's standard…

Software Engineering · Computer Science 2026-05-21 Peng Ding , Rick Stevens

Comparison of programming languages is a common topic of discussion among software engineers. Multiple programming languages are designed, specified, and implemented every year in order to keep up with the changing programming paradigms,…

Programming Languages · Computer Science 2015-04-06 Zakaria Alomari , Oualid El Halimi , Kaushik Sivaprasad , Chitrang Pandit

Any cutting-edge scientific research project requires a myriad of computational tools for data generation, management, analysis and visualization. Python is a flexible and extensible scientific programming platform that offered the perfect…

Quantitative Methods · Quantitative Biology 2008-03-14 Julius B. Lucks

Memory-safety bugs introduce critical software-security issues. Rust provides memory-safe mechanisms to avoid memory-safety bugs in programming, while still allowing unsafe escape hatches via unsafe code. However, the unsafe code that…

Cryptography and Security · Computer Science 2022-12-07 Sangdon Park , Xiang Cheng , Taesoo Kim

Robustness is a key concern for Rust library development because Rust promises no risks of undefined behaviors if developers use safe APIs only. Fuzzing is a practical approach for examining the robustness of programs. However, existing…

Software Engineering · Computer Science 2021-10-25 Jianfeng Jiang , Hui Xu , Yangfan Zhou

Nowadays, scripting programming languages like Python, Perl and Ruby are widely used in system programming, scientific computing, etc. Although solving a particular problem in these languages requires less time, less programming effort, and…

Computers and Society · Computer Science 2014-04-24 Apostolos Syropoulos , Athanasios Stavrianos

Matlab has been considered as a leader computational platform for many engineering fields. Well documented and reliable, Matlab presents as a great advantage its ability to increase the user productivity. However, Python and Octave are…

Mathematical Software · Computer Science 2019-10-15 P. F. S. Guedes , E. G. Nepomuceno

Python data science libraries such as Pandas and NumPy have recently gained immense popularity. Although these libraries are feature-rich and easy to use, their scalability limitations require more robust computational resources. In this…

Databases · Computer Science 2024-07-17 Hesam Shahrokhi , Amirali Kaboli , Mahdi Ghorbani , Amir Shaikhha

Software verification is an important tool in establishing the reliability of critical systems. One potential area of application is in the field of robotics, as robots take on more tasks in both day-to-day areas and highly specialised…

Robotics · Computer Science 2022-07-21 Dara MacConville , Marie Farrell , Matt Luckcuck , Rosemary Monahan

Rust is a general-purpose programming language that is both type- and memory-safe. Rust does not use a garbage collector, but rather achieves these properties through a sophisticated, but complex, type system. Doing so makes Rust very…

Software Engineering · Computer Science 2022-02-16 Michael Coblenz , Michelle Mazurek , Michael Hicks

Rust is an emerging, strongly-typed programming language focusing on efficiency and memory safety. With increasing projects adopting Rust, knowing how to use Unsafe Rust is crucial for Rust security. We observed that the description of…

Software Engineering · Computer Science 2023-08-10 Mohan Cui , Suran Sun , Hui Xu , Yangfan Zhou

Rust is a non-Garbage Collected (GCed) language, but the lack of GC makes expressing data-structures that require shared ownership awkward, inefficient, or both. In this paper we explore a new design for, and implementation of, GC in Rust,…

Programming Languages · Computer Science 2025-10-01 Jacob Hughes , Laurence Tratt

Developers rely on the static safety guarantees of the Rust programming language to write secure and performant applications. However, Rust is frequently used to interoperate with other languages which allow design patterns that conflict…

Software Engineering · Computer Science 2026-01-12 Ian McCormack , Joshua Sunshine , Jonathan Aldrich

Rust supports type conversions and safe Rust guarantees the security of these conversions through robust static type checking and strict ownership guidelines. However, there are instances where programmers need to use unsafe Rust for…

Cryptography and Security · Computer Science 2025-02-06 Hung-Mao Chen , Xu He , Shu Wang , Xiaokuan Zhang , Kun Sun

Context: The integration of Rust into kernel development is a transformative endeavor aimed at enhancing system security and reliability by leveraging Rust's strong memory safety guarantees. Objective: We aim to find the current advances in…

Software Engineering · Computer Science 2024-09-10 Shane K. Panter , Nasir U. Eisty

There has been a growing interest in translating C code to Rust due to Rust's robust memory and thread safety guarantees. Tools such as C2RUST enable syntax-guided transpilation from C to semantically equivalent Rust code. However, the…

Software Engineering · Computer Science 2026-04-21 Yifei Gao , Chengpeng Wang , Pengxiang Huang , Xuwei Liu , Mingwei Zheng , Xiangyu Zhang

Migrating legacy C repositories to Rust promises stronger memory safety, but existing translators often work at the level of files or functions and miss architectural intent. We present RustPrint, a documentation-guided agentic framework…

Software Engineering · Computer Science 2026-05-25 Minh Le-Anh , Anh Nguyen Hoang , Bach Le , Nghi D. Q. Bui
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