دورية أكاديمية

The Software Cache Optimization-Based Method for Decreasing Energy Consumption of Computational Clusters

التفاصيل البيبلوغرافية
العنوان: The Software Cache Optimization-Based Method for Decreasing Energy Consumption of Computational Clusters
المؤلفون: Alla G. Kravets, Vitaly Egunov
المصدر: Energies, Vol 15, Iss 20, p 7509 (2022)
بيانات النشر: MDPI AG, 2022.
سنة النشر: 2022
المجموعة: LCC:Technology
مصطلحات موضوعية: energy efficiency of software, RAPL, cache memory, software cache optimization, reflection transformation, householder transformation, Technology
الوصف: Reducing the consumption of electricity by computing devices is currently an urgent task. Moreover, if earlier this problem belonged to the competence of hardware developers and the design of more cost-effective equipment, then more recently there has been an increased interest in this issue on the part of software developers. The issues of these studies are extensive. From energy efficiency issues of various programming languages to the development of energy-saving software for smartphones and other gadgets. However, to the best of our knowledge, no study has reported an analysis of the impact of cache optimizations on computing devices’ power consumption. Hence, this paper aims to provide an analysis of such impact on the software energy efficiency using the original software design procedure and computational experiments. The proposed Software Cache Optimization (SCO)-based Methodology was applied to one of the key linear algebra transformations. Experiments were carried out to determine software energy efficiency. RAPL (Running Average Power Limit) was used—an interface developed by Intel, which provides built-in counters of Central Processing Unit (CPU) energy consumption. Measurements have shown that optimized software versions reduce power consumption up to 4 times in relation to the basic transformation scheme. Experimental results confirm the effectiveness of the SCO-based Methodology used to reduce energy consumption and the applicability of this technique for software optimization.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1996-1073
Relation: https://www.mdpi.com/1996-1073/15/20/7509; https://doaj.org/toc/1996-1073
DOI: 10.3390/en15207509
URL الوصول: https://doaj.org/article/d68304d739e947b8b87608a6a32dd0de
رقم الأكسشن: edsdoj.68304d739e947b8b87608a6a32dd0de
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:19961073
DOI:10.3390/en15207509