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Hosting over 10 million of software projects, GitHub is one of the most important data sources to study behavior of developers and software projects. However, with the increase of the size of open source datasets, the potential threats to…

软件工程 · 计算机科学 2018-05-09 Can Cheng , Bing Li , Zengyang Li , Peng Liang

Building and deploying software on high-end computing systems is a challenging task. High performance applications have to reliably run across multiple platforms and environments, and make use of site-specific resources while resolving…

分布式、并行与集群计算 · 计算机科学 2017-04-12 Lucas Benedicic , Felipe A. Cruz , Alberto Madonna , Kean Mariotti

At the scale of Uber's monorepos, traditional Git workflows become a fundamental bottleneck. Cloning multi-gigabyte repositories, maintaining local checkouts, periodically syncing from upstream, and executing repetitive fetch or push…

软件工程 · 计算机科学 2026-04-15 Preetam Dwivedi , Akshay Hacholli , Adam Bettigole

A Kubernetes cluster typically consists of trusted nodes, running within the confines of a physically secure datacenter. With recent advances in edge orchestration, this is no longer the case. This poses a new challenge: how can we trust a…

密码学与安全 · 计算机科学 2024-05-17 Jordi Thijsman , Merlijn Sebrechts , Filip De Turck , Bruno Volckaert

Kubernetes, an open-source platform for automating the deployment, scaling, and management of containerized applications, is widely used for its efficiency and scalability. However, its complexity and extensive configuration options often…

密码学与安全 · 计算机科学 2024-08-08 Eoghan Russell , Kapal Dev

A pronounced imbalance in GPU resources exists on campus, where some laboratories own underutilized servers while others lack the compute needed for AI research. GPU sharing can alleviate this disparity, while existing platforms typically…

分布式、并行与集群计算 · 计算机科学 2025-11-07 Yufang Li , Yuanbo Zhang , Hanlong Liao , Deke Guo , Guoming Tang

The National Research Platform (NRP) represents a distributed, multi-tenant Kubernetes-based cyberinfrastructure designed to facilitate collaborative scientific computing. Spanning over 75 locations in the U.S. and internationally, the NRP…

As the need for computational power and efficiency rises, parallel systems become increasingly popular among various scientific fields. While multiple core-based architectures have been the center of attention for many years, the rapid…

分布式、并行与集群计算 · 计算机科学 2019-06-11 E. I. Ioannidis , N. Cheimarios , A. N. Spyropoulos , A. G. Boudouvis

New ideas in distributed systems (algorithms or protocols) are commonly tested by simulation, because experimenting with a prototype deployed on a realistic platform is cumbersome. However, a prototype not only measures performance but also…

分布式、并行与集群计算 · 计算机科学 2018-03-14 Grzegorz Milka , Krzysztof Rzadca

GitHub Copilot, an extension for the Visual Studio Code development environment powered by the large-scale language model Codex, makes automatic program synthesis available for software developers. This model has been extensively studied in…

软件工程 · 计算机科学 2021-11-16 Dominik Sobania , Martin Briesch , Franz Rothlauf

This paper introduces a lightweight and auditable method for asynchronous information exchange between distributed entities using Git as the coordination medium. The proposed approach replaces traditional APIs and message brokers with a…

软件工程 · 计算机科学 2025-11-07 Christos Tranoris

There is growing interest in accelerating irregular data-parallel algorithms on GPUs. These algorithms are typically blocking, so they require fair scheduling. But GPU programming models (e.g.\ OpenCL) do not mandate fair scheduling, and…

编程语言 · 计算机科学 2017-07-10 Tyler Sorensen , Hugues Evrard , Alastair F. Donaldson

Container technologies, like Docker, are becoming increasingly popular. Containers provide exceptional developer experience because containers offer lightweight isolation and ease of software distribution. Containers are also widely used in…

分布式、并行与集群计算 · 计算机科学 2018-03-01 Pablo Chico de Guzman , Felipe Gorostiaga , Cesar Sanchez

The demand for quick and reliable DevOps operations pushed distributors of repository platforms to implement workflows. Workflows allow automating code management operations directly on the repository hosting the software. However, this…

密码学与安全 · 计算机科学 2022-11-11 Giacomo Benedetti , Luca Verderame , Alessio Merlo

We define some of the programming and system-level challenges facing the application of quantum processing to high-performance computing. Alongside barriers to physical integration, prominent differences in the execution of quantum and…

量子物理 · 物理学 2017-12-06 Keith A. Britt , Fahd A. Mohiyaddin , Travis S. Humble

Automated tools are frequently used in social coding repositories to perform repetitive activities that are part of the distributed software development process. Recently, GitHub introduced GitHub Actions, a feature providing automated…

软件工程 · 计算机科学 2024-01-24 Timothy Kinsman , Mairieli Wessel , Marco A. Gerosa , Christoph Treude

Social coding platforms such as GitHub have become defacto environments for collaborative programming and open source. When these platforms do not support specific cognitive styles, they create barriers to programming for some populations.…

软件工程 · 计算机科学 2024-01-24 Italo Santos , João Felipe Pimentel , Igor Wiese , Igor Steinmacher , Anita Sarma , Marco A. Gerosa

Enterprises and labs performing computationally expensive data science applications sooner or later face the problem of scale but unconnected infrastructure. For this up-scaling process, an IT service provider can be hired or in-house…

分布式、并行与集群计算 · 计算机科学 2021-10-12 Martin Uray , Eduard Hirsch , Gerold Katzinger , Michael Gadermayr

GitHub is the most widely used social, distributed version control system. It has around 10 million registered users and hosts over 16 million public repositories. Its user base is also very active as GitHub ranks in the top 100 Alexa most…

编程语言 · 计算机科学 2016-03-02 Amirali Sanatinia , Guevara Noubir

GitHub is a popular data repository for code examples. It is being continuously used to train several AI-based tools to automatically generate code. However, the effectiveness of such tools in correctly demonstrating the usage of…

密码学与安全 · 计算机科学 2022-11-28 Catherine Tony , Nicolás E. Díaz Ferreyra , Riccardo Scandariato