通过Haskell EDSLs实现高性能客户端web应用

A. Ekblad
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引用次数: 4

摘要

我们介绍了applite,一种嵌入在Haskell中的特定领域语言,用于在客户端web应用程序中实现性能关键功能。在applite中,我们将部分评估、多阶段编程和机器代码定位、高性能edsl等技术应用于web应用领域。在其他基准测试中,我们使用Aplite来实现使用柏林噪声、对称加密和K-means聚类的过程动画,这表明Aplite始终比同等的手写JavaScript更快——在某些基准测试中达到一个数量级。我们还演示了如何使用applite的多阶段特性自动将程序调优到它们运行的环境,以及程序预期工作负载的输入代表。web浏览器中的高性能计算是一个有吸引力的目标,原因有很多:交互式模拟和游戏、加密应用程序,以及通过将昂贵的计算外包给用户的web浏览器来减少网络公司的电费。同样,浏览器中的函数式编程也很有吸引力,因为它承诺提供更简单、更短、更安全的程序。在本文中,我们提出了一种将两者结合起来的方法。
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High-performance client-side web applications through Haskell EDSLs
We present Aplite, a domain-specific language embedded in Haskell for implementing performance-critical functions in client-side web applications. In Aplite, we apply partial evaluation, multi-stage programming and techniques adapted from machine code-targeting, high-performance EDSLs to the domain of web applications. We use Aplite to implement, among other benchmarks, procedural animation using Perlin noise, symmetrical encryption and K-means clustering, showing Aplite to be consistently faster than equivalent hand-written JavaScript -- up to an order of magnitude for some benchmarks. We also demonstrate how Aplite's multi-staged nature can be used to automatically tune programs to the environment in which they are running, as well as to inputs representative of the programs' intended workload. High-performance computation in the web browser is an attractive goal for many reasons: interactive simulations and games, cryptographic applications and reducing web companies' electricity bills by outsourcing expensive computations to users' web browsers. Similarly, functional programming in the browser is attractive due to its promises of simpler, shorter, safer programs. In this paper, we propose a way to combine the two.
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