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The concurrent programming literature is rich with tools and techniques for data race detection. Less, however, has been known about real-world, industry-scale deployment, experience, and insights about data races. Golang (Go for short) is…

分布式、并行与集群计算 · 计算机科学 2022-04-07 Milind Chabbi , Murali Krishna Ramanathan

The concurrency features of the Go language have proven versatile in the development of a number of concurrency systems. However, correctness methods to address challenges in Go concurrency debugging have not received much attention. In…

分布式、并行与集群计算 · 计算机科学 2021-05-25 Saeed Taheri , Ganesh Gopalakrishnan

We introduce `Goxpyriment', a new open-source software framework for programming behavioral and cognitive experiments using the Go programming language. The library is designed to address some limitations of existing Python-based experiment…

神经元与认知 · 定量生物学 2026-04-17 Christophe Pallier , Julie Bonnaire , Marie-France Fourcade

Go is an increasingly-popular systems programming language targeting, especially, concurrent and distributed systems. Go differentiates itself from other imperative languages by offering structural subtyping and lightweight concurrency…

编程语言 · 计算机科学 2021-05-31 Felix A. Wolf , Linard Arquint , Martin Clochard , Wytse Oortwijn , João C. Pereira , Peter Müller

Go is a production-level statically typed programming language whose design features explicit message-passing primitives and lightweight threads, enabling (and encouraging) programmers to develop concurrent systems where components interact…

编程语言 · 计算机科学 2017-03-01 Julien Lange , Nicholas Ng , Bernardo Toninho , Nobuko Yoshida

Go gaming is a struggle between adversaries, black and white simple stones, and aim to control the most Go board territory for success. Rules are simple but Go game fighting is highly intricate. Stones placement and interaction on board is…

人工智能 · 计算机科学 2018-03-19 Didier Barradas-Bautista , Matías Alvarado

Go is a popular concurrent programming language thanks to its ability to efficiently combine concurrency and systems programming. In Go programs, a number of concurrency bugs can be caused by a mixture of data races and communication…

编程语言 · 计算机科学 2021-11-22 Julia Gabet , Nobuko Yoshida

Go gaming is a struggle for territory control between rival, black and white, stones on a board. We model the Go dynamics in a game by means of the Ising model whose interaction coefficients reflect essential rules and tactics employed in…

人工智能 · 计算机科学 2017-10-23 Matías Alvarado , Arturo Yee , Carlos Villarreal

The strategic Go game, known for the tedious mathematical complexities, has been used as a theme in many fiction, movies, and books. Here, we introduce the Go game and provide a new version of quantum Go in which the boxes are initially in…

The Go programming language has gained significant traction for developing software, especially in various infrastructure systems. Nonetheless, concurrency bugs have become a prevalent issue within Go, presenting a unique challenge due to…

软件工程 · 计算机科学 2024-12-12 Foivos Tsimpourlas , Chao Peng , Carlos Rosuero , Ping Yang , Ajitha Rajan

Large language models (LLMs) are increasingly used for complex tasks that require multiple generation calls, advanced prompting techniques, control flow, and structured inputs/outputs. However, efficient systems are lacking for programming…

Exciting contemporary machine learning problems have recently been phrased in the classic formalism of tree search -- most famously, the game of Go. Interestingly, the state-space underlying these sequential decision-making problems often…

机器学习 · 计算机科学 2021-06-17 Julia Grosse , Cheng Zhang , Philipp Hennig

This paper explores adaptive problem solving with a game designed to support the development of problem-solving skills. Using an adaptive, AI-powered puzzle game, our adaptive problem-solving system dynamically generates pathfinding-based…

人工智能 · 计算机科学 2025-12-09 Matthew McConnell , Richard Zhao

We propose design guidelines for a probabilistic programming facility suitable for deployment as a part of a production software system. As a reference implementation, we introduce Infergo, a probabilistic programming facility for Go, a…

编程语言 · 计算机科学 2019-06-27 David Tolpin

Mastering the game of Go has remained a long standing challenge to the field of AI. Modern computer Go systems rely on processing millions of possible future positions to play well, but intuitively a stronger and more 'humanlike' way to…

人工智能 · 计算机科学 2015-01-28 Christopher Clark , Amos Storkey

Modern AAA video games feature huge game levels and maps which are increasingly hard for level testers to cover exhaustively. As a result, games often ship with catastrophic bugs such as the player falling through the floor or being stuck…

人工智能 · 计算机科学 2022-09-02 Cong Lu , Raluca Georgescu , Johan Verwey

In this paper we deal with the impact of multi and many-core processor architectures on simulation. Despite the fact that modern CPUs have an increasingly large number of cores, most softwares are still unable to take advantage of them. In…

分布式、并行与集群计算 · 计算机科学 2014-07-30 Gabriele D'Angelo , Stefano Ferretti , Moreno Marzolla

Go is a popular statically-typed industrial programming language. To aid the type safe reuse of code, the recent Go release (Go 1.18) published on 15th March 2022 includes bounded parametric polymorphism via generic types. Go 1.18…

编程语言 · 计算机科学 2022-10-11 Stephen Ellis , Shuofei Zhu , Nobuko Yoshida , Linhai Song

Go is a modern programming language gaining popularity in enterprise microservice systems. Concurrency is a first-class citizen in Go with lightweight ``goroutines'' as the building blocks of concurrent execution. Go advocates…

软件工程 · 计算机科学 2023-12-20 Georgian-Vlad Saioc , Dmitriy Shirchenko , Milind Chabbi

Stochastic algorithms are efficient approaches to solving machine learning and optimization problems. In this paper, we propose a general framework called Splash for parallelizing stochastic algorithms on multi-node distributed systems.…

机器学习 · 计算机科学 2015-09-24 Yuchen Zhang , Michael I. Jordan
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