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Because the choice and tuning of the optimizer affects the speed, and ultimately the performance of deep learning, there is significant past and recent research in this area. Yet, perhaps surprisingly, there is no generally agreed-upon…

机器学习 · 计算机科学 2019-03-14 Frank Schneider , Lukas Balles , Philipp Hennig

ROOT is a large code base with a complex set of build-time dependencies; there is a significant difference in compilation time between the "core" of ROOT and the full-fledged deployment. We present results on a "delayed build" for internal…

软件工程 · 计算机科学 2020-08-26 Oksana Shadura , Brian Paul Bockelman , Vassil Vassilev

The reuse of research software is central to research efficiency and academic exchange. The application of software enables researchers with varied backgrounds to reproduce, validate, and expand upon study findings. Furthermore, the…

As modern software development increasingly relies on reusable libraries and components, managing dependencies has become critical for ensuring software stability and security. However, challenges such as outdated dependencies, missed…

软件工程 · 计算机科学 2025-04-01 Barisha Chowdhury , Md Fazle Rabbi , S. M. Mahedy Hasan , Minhaz F. Zibran

The CODECO Experimentation Framework is an open-source solution designed for the rapid experimentation of Kubernetes-based edge cloud deployments. It adopts a microservice-based architecture and introduces innovative abstractions for (i)…

分布式、并行与集群计算 · 计算机科学 2024-03-19 Georgios Koukis , Sotiris Skaperas , Ioanna Angeliki Kapetanidou , Vassilis Tsaoussidis , Lefteris Mamatas

Decentralized Autonomous Organizations (DAOs) are attracting interdisciplinary interest, particularly in business, economics, and computer science. However, much like the parable of the blind men and the elephant, where each observer…

分布式、并行与集群计算 · 计算机科学 2025-06-26 Giorgia Sampò , Oliver Baumann , Marco Peressotti

Existing high-end embedded systems face frequent security attacks. Software compartmentalization is one technique to limit the attacks' effects to the compromised compartment and not the entire system. Unfortunately, the existing…

Autonomic computing has been proposed recently as a way to address the difficult management of applications whose complexity is constantly increasing. Autonomous applications will have to be especially flexible and be able to monitor…

网络与互联网体系结构 · 计算机科学 2009-09-29 Simon Patarin , Mesaac Makpangou

We introduce NebulOS, a Big Data platform that allows a cluster of Linux machines to be treated as a single computer. With NebulOS, the process of writing a massively parallel program for a datacenter is no more complicated than writing a…

天体物理仪器与方法 · 物理学 2016-09-15 Nathaniel R. Stickley , Miguel A. Aragon-Calvo

Context: DevOps practices combine software development and IT operations. There is a growing number of DevOps related posts in popular online developer forum Stack Overflow (SO). While previous research analyzed SO posts related to…

软件工程 · 计算机科学 2024-03-26 Minaoar Hossain Tanzil , Masud Sarker , Gias Uddin , Anindya Iqbal

The ability to conduct reproducible research in Stata is often limited by the lack of version control for community-contributed packages. This article introduces the require command, a tool designed to ensure Stata package dependencies are…

计量经济学 · 经济学 2024-04-12 Sergio Correia , Matthew P. Seay

The use of free and open source software (OSS) is gaining momentum due to the ever increasing availability and use of the Internet. Organizations are also now adopting open source software, despite some reservations, in particular regarding…

软件工程 · 计算机科学 2015-07-27 Faheem Ahmed , Piers Campbell , Ahmad Jaffar , Luiz Fernando Capretz

Thanks to the widespread deployment of TLS, users can access private data over channels with end-to-end confidentiality and integrity. What they cannot do, however, is prove to third parties the {\em provenance} of such data, i.e., that it…

密码学与安全 · 计算机科学 2024-08-06 Fan Zhang , Sai Krishna Deepak Maram , Harjasleen Malvai , Steven Goldfeder , Ari Juels

Dynamic analysis, through rehosting, is an important capability for security assessment in embedded systems software. Existing rehosting techniques aim to provide high-fidelity execution by accurately emulating hardware and peripheral…

The reproducibility crisis in scientific computing constrains robotics research. Existing studies reveal that up to 70% of robotics algorithms cannot be reproduced by independent teams, while many others fail to reach deployment because…

This paper summarizes the challenges identified at the MAMI Management and Measurement Summit (M3S) for network management with the increased deployment of encrypted traffic based on a set of use cases and deployed techniques (for network…

网络与互联网体系结构 · 计算机科学 2018-10-23 Mirja Kühlewind , Brian Trammell , Tobias Bühler , Gorry Fairhurst , Vijay Gurbani

Popular (re)use of third-party open-source software (OSS) is evidence of the impact of hosting repositories like maven on software development today. Updating libraries is crucial, with recent studies highlighting the associated…

软件工程 · 计算机科学 2017-09-15 Raula Gaikovina Kula , Coen De Roover , Daniel M. German , Takashi Ishio , Katsuro Inoue

Decentralized autonomous organizations (DAOs) have transformed organizational structures by shifting from traditional hierarchical control to decentralized approaches, leveraging blockchain and cryptoeconomics. Despite managing significant…

计算机与社会 · 计算机科学 2025-05-20 Mark C. Ballandies , Dino Carpentras , Evangelos Pournaras

Software applications in the space and defense industries have their unique characteristics: They are complex in structure, mission-critical, and often targets of state-of-the-art cyber attacks sponsored by adversary nation states. These…

密码学与安全 · 计算机科学 2024-08-16 Tomas Paulik

Open-source software is increasingly reused, complicating the process of patching to repair bugs. In the case of Linux, a distinct ecosystem has formed, with Linux mainline serving as the upstream, stable or long-term-support (LTS) systems…

软件工程 · 计算机科学 2024-02-09 Xingyu Li , Zheng Zhang , Zhiyun Qian , Trent Jaeger , Chengyu Song