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IEEE Computer Society Call for Papers IEEE 计算机协会征稿启事
IF 2.1 4区 计算机科学
Computing in Science & Engineering Pub Date : 2024-02-15 DOI: 10.1109/mcse.2024.3357330
{"title":"IEEE Computer Society Call for Papers","authors":"","doi":"10.1109/mcse.2024.3357330","DOIUrl":"https://doi.org/10.1109/mcse.2024.3357330","url":null,"abstract":"","PeriodicalId":10553,"journal":{"name":"Computing in Science & Engineering","volume":"30 1","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139946723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Challenges and Techniques for Reproducible Simulations 可重现模拟的挑战和技术
IF 2.1 4区 计算机科学
Computing in Science & Engineering Pub Date : 2024-02-15 DOI: 10.1109/mcse.2023.3322127
Curran D. Muhlberger
{"title":"Challenges and Techniques for Reproducible Simulations","authors":"Curran D. Muhlberger","doi":"10.1109/mcse.2023.3322127","DOIUrl":"https://doi.org/10.1109/mcse.2023.3322127","url":null,"abstract":"Too often, reproducibility is unnecessarily sacrificed in new simulation codes. We explore some ways in which this happens and provide recommendations for reclaiming it. Experience shows that robust bitwise reproducibility on a fixed runtime platform is a desirable and achievable target. The variety of threats considered suggests that maintaining a reproducible simulator to this degree requires vigilance, but, in addition to the usual benefits, the increased effort is rewarded on the software engineering front by enabling low-overhead techniques to detect bugs sooner and diagnose them faster.","PeriodicalId":10553,"journal":{"name":"Computing in Science & Engineering","volume":"27 1","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139767452","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mochi: A Case Study in Translational Computer Science for High-Performance Computing Data Management Mochi：高性能计算数据管理的转化计算机科学案例研究
IF 2.1 4区 计算机科学
Computing in Science & Engineering Pub Date : 2024-02-15 DOI: 10.1109/mcse.2023.3326436
Philip Carns, Matthieu Dorier, Rob Latham, Robert B. Ross, Shane Snyder, Jerome Soumagne
{"title":"Mochi: A Case Study in Translational Computer Science for High-Performance Computing Data Management","authors":"Philip Carns, Matthieu Dorier, Rob Latham, Robert B. Ross, Shane Snyder, Jerome Soumagne","doi":"10.1109/mcse.2023.3326436","DOIUrl":"https://doi.org/10.1109/mcse.2023.3326436","url":null,"abstract":"High-performance computing (HPC) has become an indispensable tool for solving diverse problems in science and engineering. Harnessing the power of HPC is not just a matter of efficient computation, however; it also calls for the efficient management of vast quantities of scientific data. This presents daunting challenges: rapidly evolving storage technology has motivated a shift toward increasingly complex, heterogeneous storage architectures that are difficult to optimize, and scientific data management needs have become every bit as diverse as the application domains that drive them. There is a clear need for agile, adaptable storage solutions that can be customized for the task and platform at hand. This motivated the establishment of the Mochi composable data service project. The Mochi project provides a library of robust, reusable, modular, and connectable data management components and microservices along with a methodology for composing them into specialized distributed data services. Mochi enables rapid deployment of custom data services with a high degree of developer productivity while still effectively leveraging cutting-edge HPC hardware. This article explores how the principles of translational computer science have been applied in practice in Mochi to achieve these goals.","PeriodicalId":10553,"journal":{"name":"Computing in Science & Engineering","volume":"214 1","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139767454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Drive Diversity & Inclusion in Computing 推动计算机领域的多样性和包容性
IF 2.1 4区 计算机科学
Computing in Science & Engineering Pub Date : 2024-02-15 DOI: 10.1109/mcse.2023.3281231
{"title":"Drive Diversity & Inclusion in Computing","authors":"","doi":"10.1109/mcse.2023.3281231","DOIUrl":"https://doi.org/10.1109/mcse.2023.3281231","url":null,"abstract":"","PeriodicalId":10553,"journal":{"name":"Computing in Science & Engineering","volume":"51 1","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139946710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Computer Society Career Center 电气和电子工程师学会计算机协会职业中心
IF 2.1 4区 计算机科学
Computing in Science & Engineering Pub Date : 2024-02-15 DOI: 10.1109/mcse.2024.3357309
{"title":"IEEE Computer Society Career Center","authors":"","doi":"10.1109/mcse.2024.3357309","DOIUrl":"https://doi.org/10.1109/mcse.2024.3357309","url":null,"abstract":"","PeriodicalId":10553,"journal":{"name":"Computing in Science & Engineering","volume":"2 1","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139946718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Computing Edge 计算边缘
IF 2.1 4区 计算机科学
Computing in Science & Engineering Pub Date : 2024-02-15 DOI: 10.1109/mcse.2024.3357317
{"title":"Computing Edge","authors":"","doi":"10.1109/mcse.2024.3357317","DOIUrl":"https://doi.org/10.1109/mcse.2024.3357317","url":null,"abstract":"","PeriodicalId":10553,"journal":{"name":"Computing in Science & Engineering","volume":"198 1","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139946714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Intelligence Advanced Research Projects Activity Advanced Graph Intelligent Logical Computing Environment Program: Reinventing Computing 情报高级研究项目活动高级图形智能逻辑运算环境计划：重塑计算
IF 2.1 4区 计算机科学
Computing in Science & Engineering Pub Date : 2024-02-15 DOI: 10.1109/mcse.2023.3332321
William J. Harrod
{"title":"The Intelligence Advanced Research Projects Activity Advanced Graph Intelligent Logical Computing Environment Program: Reinventing Computing","authors":"William J. Harrod","doi":"10.1109/mcse.2023.3332321","DOIUrl":"https://doi.org/10.1109/mcse.2023.3332321","url":null,"abstract":"New data-centric architectures optimized for knowledge discovery and analytics are urgently required. This article describes the Intelligence Advanced Research Projects Activity’s Advanced Graph Intelligent Logical Computing Environment program, the first step toward catalyzing a computing revolution by pioneering new hardware and software co-designs tailored for data handling and movement. The goal is to empower transformative applications across all fields through efficient, scalable systems balanced for both data-intensive and compute-intensive workloads. Realizing this vision demands continued research into components, prototypes, and architectural design principles that place priority on the data.","PeriodicalId":10553,"journal":{"name":"Computing in Science & Engineering","volume":"3 1","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139767311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IEEE Computer Society Has You Covered! IEEE 计算机协会为您提供服务！
IF 2.1 4区 计算机科学
Computing in Science & Engineering Pub Date : 2024-02-15 DOI: 10.1109/mcse.2024.3357329
{"title":"IEEE Computer Society Has You Covered!","authors":"","doi":"10.1109/mcse.2024.3357329","DOIUrl":"https://doi.org/10.1109/mcse.2024.3357329","url":null,"abstract":"","PeriodicalId":10553,"journal":{"name":"Computing in Science & Engineering","volume":"154 1","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139946670","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Creating Continuous Integration Infrastructure for Software Development on DOE HPC Systems 为 DOE HPC 系统上的软件开发创建持续集成基础设施
IF 2.1 4区 计算机科学
Computing in Science & Engineering Pub Date : 2024-02-07 DOI: 10.1109/mcse.2024.3362586
Ryan Adamson, Paul Bryant, Dave Montoya, Jeff Neel, Erik Palmer, Ray Powell, Ryan Prout, Peter Upton
{"title":"Creating Continuous Integration Infrastructure for Software Development on DOE HPC Systems","authors":"Ryan Adamson, Paul Bryant, Dave Montoya, Jeff Neel, Erik Palmer, Ray Powell, Ryan Prout, Peter Upton","doi":"10.1109/mcse.2024.3362586","DOIUrl":"https://doi.org/10.1109/mcse.2024.3362586","url":null,"abstract":"","PeriodicalId":10553,"journal":{"name":"Computing in Science & Engineering","volume":"51 1","pages":""},"PeriodicalIF":2.1,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139946632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tensor Extrema Estimation Via Sampling: A New Approach for Determining Minimum/Maximum Elements 通过采样估计张量极值：确定最小/最大元素的新方法
IF 2.1 4区 计算机科学
Computing in Science & Engineering Pub Date : 2023-12-26 DOI: 10.1109/mcse.2023.3346208
Andrei Chertkov, Gleb Ryzhakov, Georgii Novikov, Ivan Oseledets
{"title":"Tensor Extrema Estimation Via Sampling: A New Approach for Determining Minimum/Maximum Elements","authors":"Andrei Chertkov, Gleb Ryzhakov, Georgii Novikov, Ivan Oseledets","doi":"10.1109/mcse.2023.3346208","DOIUrl":"https://doi.org/10.1109/mcse.2023.3346208","url":null,"abstract":"The tensor train (TT) format, widely used in computational mathematics and machine learning, offers a computationally efficient method for handling multidimensional arrays, vectors, matrices, and discretized functions in various applications. In this article, we propose a new algorithm for estimating minimum/maximum elements of TT-tensors, which leads to accurate approximations. The method consists of sequential tensor multiplications of the TT-cores with an intelligent selection of candidates for the optimum. We propose a probabilistic interpretation of the method and estimate its complexity and convergence. We perform extensive numerical experiments with random tensors and various multivariable benchmark functions with the number of input dimensions up to 100. Our approach generates a solution close to the exact optimum for all model problems on a regular laptop.","PeriodicalId":10553,"journal":{"name":"Computing in Science & Engineering","volume":"18 1","pages":""},"PeriodicalIF":2.1,"publicationDate":"2023-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140623562","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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