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Data centers (DCs) can help decarbonize the power grid by helping absorb renewable power (e.g., wind and solar) due to their ability to shift power loads across space and time. However, to harness such load-shifting flexibility, it is…

系统与控制 · 电气工程与系统科学 2022-12-15 Weiqi Zhang , Line A. Roald , Victor M. Zavala

According to the pay-per-use model adopted in clouds, the more the resources consumed by an application running in a cloud computing environment, the greater the amount of money the owner of the corresponding application will be charged.…

分布式、并行与集群计算 · 计算机科学 2012-06-28 Nikos Tziritas , Samee Ullah Khan , Cheng-Zhong Xu , Jue Hong

In the past few years, datacenter (DC) energy consumption has become an important issue in technology world. Server consolidation using virtualization and virtual machine (VM) live migration allows cloud DCs to improve resource utilization…

分布式、并行与集群计算 · 计算机科学 2018-07-27 Amir Varasteh , Farzad Tashtarian , Maziar Goudarzi

Cloud computing, thanks to the pervasiveness of information technologies, provides a foundational environment for developing IT applications, offering organizations virtually unlimited and flexible computing resources on a pay-per-use…

分布式、并行与集群计算 · 计算机科学 2025-04-15 Han Wang , Sukhpal Singh Gill , Steve Uhlig

In recent years, the issue of energy consumption in high performance computing (HPC) systems has attracted a great deal of attention. In response to this, many energy-aware algorithms have been developed in different layers of HPC systems,…

分布式、并行与集群计算 · 计算机科学 2014-05-13 Nikzad Babaii Rizvandi

One of the current trends related to data centers is providing it with renewable energy sources. This paper suggests an analysis technique for a model uses solar panels energy to power a data center consists of 100 traditional servers,…

网络与互联网体系结构 · 计算机科学 2025-02-06 Alnawar J. Mohammed , Qutaiba I. Ali

We propose in this paper to study the energy-, thermal- and performance-aware resource management in heterogeneous datacenters. Witnessing the continuous development of heterogeneity in datacenters, we are confronted with their different…

分布式、并行与集群计算 · 计算机科学 2014-10-14 Hongyang Sun , Patricia Stolf , Jean-Marc Pierson , Georges Da Costa

In this paper, we study how datacenter energy cost can be effectively reduced in the wholesale electricity market via cooperative power procurement. Intuitively, by aggregating workloads and renewables across a group of datacenters, the…

计算机科学与博弈论 · 计算机科学 2017-10-11 Zhe Yu , Yuanxiong Guo , Miao Pan , Yanmin Gong

The end of Dennard scaling and the slowing of Moore's Law has put the energy use of datacenters on an unsustainable path. Datacenters are already a significant fraction of worldwide electricity use, with application demand scaling at a…

分布式、并行与集群计算 · 计算机科学 2022-01-07 Thomas Anderson , Adam Belay , Mosharaf Chowdhury , Asaf Cidon , Irene Zhang

Datacenters (DCs), deployed in a large scale to support the ever increasing demand for data processing applications, consume tremendous energy. Powering DCs with renewable energy can effectively reduce the brown energy consumption. Owing to…

网络与互联网体系结构 · 计算机科学 2018-02-20 Liang Zhang , Tao Han , Nirwan Ansari

This paper proposes an energy management scheme to maximize the use of solar energy in the smart grid. In this context, a shared facility controller (SFC) with a number of solar photovoltaic (PV) panels in a smart community is considered…

系统与控制 · 计算机科学 2016-07-18 Wayes Tushar , Jian Andrew Zhang , Chau Yuen , David Smith , Naveed Ul Hassan

We consider a hierarchical edge-cloud architecture in which services are provided to mobile users as chains of virtual network functions. Each service has specific computation requirements and target delay performance, which require placing…

网络与互联网体系结构 · 计算机科学 2022-02-21 Itamar Cohen , Carla Fabiana Chiasserini , Paolo Giaccone , Gabriel Scalosub

Recent breakthroughs in generative artificial intelligence have triggered a surge in demand for machine learning training, which poses significant cost burdens and environmental challenges due to its substantial energy consumption.…

人工智能 · 计算机科学 2023-04-18 Siyue Zhang , Minrui Xu , Wei Yang Bryan Lim , Dusit Niyato

Distributed, controllable energy storage devices offer several benefits to electric power system operation. Three such benefits include reducing peak load, providing standby power, and enhancing power quality. These benefits, however, are…

物理与社会 · 物理学 2014-09-10 Reza Arghandeh , Jeremy Woyak , Ahmet Onen , Jaesung Jung , Robert P. Broadwater

In Cloud computing environment the resources are managed dynamically based on the need and demand for resources for a particular task. With a lot of challenges to be addressed our concern is Load balancing where load balancing is done for…

网络与互联网体系结构 · 计算机科学 2020-10-02 Mohammad Riyaz Belgaum , Safeeullah Soomro , Zainab Alansari , Shahrulniza Musa , Muhammad Alam , Mazliham Mohd Su'ud

In Cloud Computing platforms the addition of hardware monitoring devices to gather power usage data can be impractical or uneconomical due to the large number of machines to be metered. CloudMonitor, a monitoring tool that can generate…

分布式、并行与集群计算 · 计算机科学 2016-11-17 James William Smith , Ali Khajeh-Hosseini , Jonathan Stuart Ward , Ian Sommerville

Computation-as-a-Service (CaaS) offerings have gained traction in the last few years due to their effectiveness in balancing between the scalability of Software-as-a-Service and the customisation possibilities of Infrastructure-as-a-Service…

分布式、并行与集群计算 · 计算机科学 2016-11-17 Joseph Doyle , Vasileios Giotsas , Mohammad Ashraful Anam , Yiannis Andreopoulos

Cost-effective and responsible use of cloud computing resources (CCR) is on the business agenda of many companies. Despite this strategic goal, two geopolitical strategy decisions mainly influence the continuous existence of overcapacity:…

计算机与社会 · 计算机科学 2023-05-15 Franziska Haller , Max Schemmer , Niklas Kühl , Carsten Holtmann

The growing electricity demand of cloud and edge computing increases operational costs and will soon have a considerable impact on the environment. A possible countermeasure is equipping IT infrastructure directly with on-site renewable…

分布式、并行与集群计算 · 计算机科学 2022-08-30 Philipp Wiesner , Dominik Scheinert , Thorsten Wittkopp , Lauritz Thamsen , Odej Kao

The need for Linux system administrators to do performance management has returned with a vengeance. Why? The cloud. Resource consumption in the cloud is all about pay-as-you-go. This article shows you how performance models can find the…

性能 · 计算机科学 2018-11-30 Neil J. Gunther , Mohit Chawla