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description Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2021 United KingdomPublisher:MDPI AG Authors:Samuel Kwasi Opoku;
Samuel Kwasi Opoku
Samuel Kwasi Opoku in OpenAIREWalter Leal Filho;
Walter Leal Filho
Walter Leal Filho in OpenAIREFudjumdjum Hubert;
Fudjumdjum Hubert
Fudjumdjum Hubert in OpenAIREOluwabunmi Adejumo;
Oluwabunmi Adejumo
Oluwabunmi Adejumo in OpenAIREClimate change is a global problem, which affects the various geographical regions at different levels. It is also associated with a wide range of human health problems, which pose a burden to health systems, especially in regions such as Africa. Indeed, across the African continent public health systems are under severe pressure, partly due to their fragile socioeconomic conditions. This paper reports on a cross-sectional study in six African countries (Ghana, Nigeria, South Africa, Namibia, Ethiopia, and Kenya) aimed at assessing their vulnerabilities to climate change, focusing on its impacts on human health. The study evaluated the levels of information, knowledge, and perceptions of public health professionals. It also examined the health systems’ preparedness to cope with these health hazards, the available resources, and those needed to build resilience to the country’s vulnerable population, as perceived by health professionals. The results revealed that 63.1% of the total respondents reported that climate change had been extensively experienced in the past years, while 32% claimed that the sampled countries had experienced them to some extent. Nigerian respondents recorded the highest levels (67.7%), followed by Kenya with 66.6%. South Africa had the lowest level of impact as perceived by the respondents (50.0%) when compared with the other sampled countries. All respondents from Ghana and Namibia reported that health problems caused by climate change are common in the two countries. As perceived by the health professionals, the inadequate resources reiterate the need for infrastructural resources, medical equipment, emergency response resources, and technical support. The study’s recommendations include the need to improve current policies at all levels (i.e., national, regional, and local) on climate change and public health and to strengthen health professionals’ skills. Improving the basic knowledge of health institutions to better respond to a changing climate is also recommended. The study provides valuable insights which may be helpful to other nations in Sub-Saharan Africa.
International Journa... arrow_drop_down International Journal of Environmental Research and Public HealthOther literature type . 2021License: CC BYFull-Text: http://www.mdpi.com/1660-4601/18/9/4672/pdfData sources: Multidisciplinary Digital Publishing InstituteInternational Journal of Environmental Research and Public HealthArticle . 2021 . Peer-reviewedLicense: CC BYData sources: CrossrefInternational Journal of Environmental Research and Public HealthArticleLicense: CC BYData sources: UnpayWallInternational Journal of Environmental Research and Public HealthArticle . 2021Data sources: Europe PubMed Centrale-space at Manchester Metropolitan UniversityArticle . 2021Data sources: e-space at Manchester Metropolitan Universityadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.3390/ijerph18094672&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eumore_vert International Journa... arrow_drop_down International Journal of Environmental Research and Public HealthOther literature type . 2021License: CC BYFull-Text: http://www.mdpi.com/1660-4601/18/9/4672/pdfData sources: Multidisciplinary Digital Publishing InstituteInternational Journal of Environmental Research and Public HealthArticle . 2021 . Peer-reviewedLicense: CC BYData sources: CrossrefInternational Journal of Environmental Research and Public HealthArticleLicense: CC BYData sources: UnpayWallInternational Journal of Environmental Research and Public HealthArticle . 2021Data sources: Europe PubMed Centrale-space at Manchester Metropolitan UniversityArticle . 2021Data sources: e-space at Manchester Metropolitan Universityadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.3390/ijerph18094672&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2012Publisher:Elsevier BV Authors:Mehdi Karimi;
Mehdi Karimi
Mehdi Karimi in OpenAIREMagne Hillestad;
Hallvard F. Svendsen;Magne Hillestad
Magne Hillestad in OpenAIREAbstractThe effect of heat distribution or inter-heating on the total energy requirement for CO2 stripping is investigated. Here we look at retrofit design of an existing column. It means the height and diameter of the stripper is given. The results show that inter-heating can have both negative and positive effects on the total energy requirement. If only one heat source at constant temperature exist, the inter-heating will increase the total energy requirement. If there are other heat sources at different temperatures, inter-heating can be beneficial. It depends on the energy price of the different heat sources and the temperature profile of the column. If there are some hot streams available to utilize the heat in the inter-heater, the total energy requirement will decrease. As a case study utilizing heat from lean amine in the inter-heater is investigated. The simulation results show a saving up to 6.4 and 11.3 percent by one and two inter–heater respectively
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.egypro.2012.06.066&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eumore_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.egypro.2012.06.066&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2019Publisher:ENGG Journals Publications International Journa... arrow_drop_down International Journal of Engineering and TechnologyArticle . 2019 . Peer-reviewedData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.21817/ijet/2019/v11i2/191102053&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eumore_vert International Journa... arrow_drop_down International Journal of Engineering and TechnologyArticle . 2019 . Peer-reviewedData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.21817/ijet/2019/v11i2/191102053&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal , Other literature type 1975 United StatesPublisher:The Electrochemical Society Authors: McLarnon, F.R.; Muller, R.H.; Tobias, C.W.;AbstractLichtablenkungseffekte können bei der interferometrischen Beobachtung von Grenzschichten zu großen Fehlern bei der Ableitung der Konzentrationsprofile führen, sofern nicht Korrekturen bei der Interpretation vorgenommen werden.
Journal of The Elect... arrow_drop_down eScholarship - University of CaliforniaArticle . 1974Data sources: eScholarship - University of CaliforniaeScholarship - University of CaliforniaArticle . 1974Data sources: eScholarship - University of CaliforniaJournal of The Electrochemical SocietyArticle . 1975 . Peer-reviewedLicense: IOP Copyright PoliciesData sources: CrossrefChemischer InformationsdienstArticle . 1975 . Peer-reviewedLicense: Wiley Online Library User AgreementData sources: CrossrefeScholarship - University of CaliforniaArticle . 1974Data sources: eScholarship - University of CaliforniaeScholarship - University of CaliforniaArticle . 1974Data sources: eScholarship - University of Californiaadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1149/1.2134159&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eumore_vert Journal of The Elect... arrow_drop_down eScholarship - University of CaliforniaArticle . 1974Data sources: eScholarship - University of CaliforniaeScholarship - University of CaliforniaArticle . 1974Data sources: eScholarship - University of CaliforniaJournal of The Electrochemical SocietyArticle . 1975 . Peer-reviewedLicense: IOP Copyright PoliciesData sources: CrossrefChemischer InformationsdienstArticle . 1975 . Peer-reviewedLicense: Wiley Online Library User AgreementData sources: CrossrefeScholarship - University of CaliforniaArticle . 1974Data sources: eScholarship - University of CaliforniaeScholarship - University of CaliforniaArticle . 1974Data sources: eScholarship - University of Californiaadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1149/1.2134159&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2002 FrancePublisher:Copernicus GmbH Ch. George; L. Gutzwiller; Markus Ammann; N. Lahoutifard; N. Lahoutifard; Barbara Ervens; Barbara Ervens;Abstract. The impact of multiphase reactions involving nitrogen dioxide (NO2) and aromatic compounds was simulated in this study. A mechanism (CAPRAM 2.4, MODAC Mechanism) was applied for the aqueous phase reactions, whereas RACM was applied for the gas phase chemistry. Liquid droplets were considered as monodispersed with a mean radius of 0.1 µm and a liquid content (LC) of 50 µg m-3. The multiphase mechanism has been further extended to the chemistry of aromatics, i.e. reactions involving benzene, toluene, xylene, phenol and cresol have been added. In addition, reaction of NO2 with dissociated hydroxyl substituted aromatic compounds has also been implemented. These reactions proceed through charge exchange leading to nitrite ions and therefore to nitrous acid formation. The strength of this source was explored under urban polluted conditions. It was shown that it may increase gas phase HONO levels under some conditions and that the extent of this effect is strongly pH dependent. Especially under moderate acidic conditions (i.e. pH above 4) this source may represent more than 75% of the total HONO/NO2 - production rate, but this contribution drops down close to zero in acidic droplets (as those often encountered in urban environments).
INRIA a CCSD electro... arrow_drop_down INRIA a CCSD electronic archive serverArticle . 2002Data sources: INRIA a CCSD electronic archive serverINRIA a CCSD electronic archive serverArticle . 2002Data sources: INRIA a CCSD electronic archive serverAtmospheric Chemistry and Physics (ACP)Article . 2002 . Peer-reviewedLicense: CC BY NC SAData sources: Crossrefhttps://doi.org/10.5194/acpd-2...Article . 2002 . Peer-reviewedLicense: CC BY NC SAData sources: CrossrefINRIA a CCSD electronic archive serverArticle . 2002Data sources: INRIA a CCSD electronic archive serverINRIA a CCSD electronic archive serverArticle . 2002Data sources: INRIA a CCSD electronic archive serveradd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/acp-2-215-2002&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eumore_vert INRIA a CCSD electro... arrow_drop_down INRIA a CCSD electronic archive serverArticle . 2002Data sources: INRIA a CCSD electronic archive serverINRIA a CCSD electronic archive serverArticle . 2002Data sources: INRIA a CCSD electronic archive serverAtmospheric Chemistry and Physics (ACP)Article . 2002 . Peer-reviewedLicense: CC BY NC SAData sources: Crossrefhttps://doi.org/10.5194/acpd-2...Article . 2002 . Peer-reviewedLicense: CC BY NC SAData sources: CrossrefINRIA a CCSD electronic archive serverArticle . 2002Data sources: INRIA a CCSD electronic archive serverINRIA a CCSD electronic archive serverArticle . 2002Data sources: INRIA a CCSD electronic archive serveradd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5194/acp-2-215-2002&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2020 Azerbaijan, United Kingdom, AzerbaijanPublisher:Elsevier BV Funded by:UKRI | South West ESRC Doctoral ...UKRI| South West ESRC Doctoral Training Centre DTG 2011Abstract In this paper I present findings and insights from an empirical study of two case study solar farm developments from rural areas of the South West, UK. Drawing on a Habermasian theoretical frame, I examine local resident narratives that emerged through the local public sphere and how these formed discursive meanings that provided shared background social norms for residents towards the solar farm developments. The paper begins by operationalising Habermas's theoretical ideas for empirical research and situating the research within existing literature. The theoretical and methodological sections are followed by the examination of three local narratives that emerged: idealised rural land use, farming and income generation, and money making and the pursuit of profit. Such narratives are considered in view of public opportunities for robust dialogue and debate to judge the normative democratic character of the solar farm developments. The paper concludes that the community development offered significantly more discursive space for debate than the commercial development and increased the developments' overall democratic legitimacy. It is maintained that such a Habermasian theoretical frame adapted for empirical analysis is valuable for normatively assessing democratic processes which are needed in view of conceptually weak accounts of ‘energy democracy’.
Energy Policy arrow_drop_down University of Bristol: Bristol ResearchArticle . 2020Data sources: Bielefeld Academic Search Engine (BASE)Azerbaijan Scientific Research InstituteArticle . 2020Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.enpol.2020.111287&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eumore_vert Energy Policy arrow_drop_down University of Bristol: Bristol ResearchArticle . 2020Data sources: Bielefeld Academic Search Engine (BASE)Azerbaijan Scientific Research InstituteArticle . 2020Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.enpol.2020.111287&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2023 United KingdomPublisher:MDPI AG Authors:Naser Ojaroudi Parchin;
Naser Ojaroudi Parchin
Naser Ojaroudi Parchin in OpenAIREChan Hwang See;
Chan Hwang See
Chan Hwang See in OpenAIRERaed A. Abd-Alhameed;
Raed A. Abd-Alhameed
Raed A. Abd-Alhameed in OpenAIREIn the ever-evolving landscape of modern wireless communication systems, the escalating demand for seamless connectivity has propelled the imperative for avant garde, versatile, and high-performance antennas to unprecedented heights [...]
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.3390/s23249643&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eumore_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.3390/s23249643&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 1988Publisher:SAGE Publications Authors: Michael J. Doane; Raymand S. Hartman; Chi-Keung Woo;Research Papers in E... arrow_drop_down add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5547/issn0195-6574-ej-vol9-nosi2-8&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eumore_vert Research Papers in E... arrow_drop_down add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5547/issn0195-6574-ej-vol9-nosi2-8&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Report , Other literature type 1994 United StatesPublisher:Office of Scientific and Technical Information (OSTI) Authors: Gouder, T.; Colmenares, C.;doi: 10.2172/86926
This report summarizes the experimental work carried out at the Lawrence Livermore National Laboratory on the electronic structure and reactivity of uranium thin films on Pd, Pt, Si, graphite, Cu, and Au substrates from 1990 to 1993. The U-Pd system was studied in the most detail because it was the first to be chosen right after the completion of the experimental equipment. We first studied and characterized clean U overlayers and the possible surface reactions between this metal and the substrates studied. We then subjected these systems to reactive conditions such as heating and adsorbing corrosive gases (O{sub 2}, CO, CO{sub 2}, and C{sub 2}H{sub 4}). Finally we investigated the diffusion of U metal and some of its compounds into the substrates. A new technique was developed, based on Auger Electron Spectroscopy, to follow in real time the diffusion of U overlayers into the substrate. The temperature of the sample is ramped linearly up to 900{degrees}C while following the Auger peak intensities of the two components for a given system. Diffusion rates are obtained by differentiating the measured intensity curves, then peaks result corresponding to diffusion processes with different activation energies. This technique bears a strong similarity to thermal desorption spectroscopy (TDS), where the sample is heated linearly and the rate of desorption is measured as a function of temperature and heating rate.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.2172/86926&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eumore_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.2172/86926&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Preprint , Journal 2022Embargo end date: 01 Jan 2021Publisher:Institute of Electrical and Electronics Engineers (IEEE) Authors: Ana Radovanovic;Bokan Chen;
Bokan Chen
Bokan Chen in OpenAIRESaurav Talukdar;
Binz Roy; +2 AuthorsSaurav Talukdar
Saurav Talukdar in OpenAIREAna Radovanovic;Bokan Chen;
Bokan Chen
Bokan Chen in OpenAIRESaurav Talukdar;
Binz Roy; Alexandre Duarte; Mahya Shahbazi;Saurav Talukdar
Saurav Talukdar in OpenAIREDatacenter power demand has been continuously growing and is the key driver of its cost. An accurate mapping of compute resources (CPU, RAM, etc.) and hardware types (servers, accelerators, etc.) to power consumption has emerged as a critical requirement for major Web and cloud service providers. With the global growth in datacenter capacity and associated power consumption, such models are essential for important decisions around datacenter design and operation. In this paper, we discuss two classes of statistical power models designed and validated to be accurate, simple, interpretable and applicable to all hardware configurations and workloads across hyperscale datacenters of Google fleet. To the best of our knowledge, this is the largest scale power modeling study of this kind, in both the scope of diverse datacenter planning and real-time management use cases, as well as the variety of hardware configurations and workload types used for modeling and validation. We demonstrate that the proposed statistical modeling techniques, while simple and scalable, predict power with less than 5% Mean Absolute Percent Error (MAPE) for more than 95% diverse Power Distribution Units (more than 2000) using only 4 features. This performance matches the reported accuracy of the previous started-of-the-art methods, while using significantly less features and covering a wider range of use cases.
IEEE Transactions on... arrow_drop_down https://dx.doi.org/10.48550/ar...Article . 2021License: arXiv Non-Exclusive DistributionData sources: Dataciteadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1109/tsg.2021.3125275&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eumore_vert IEEE Transactions on... arrow_drop_down https://dx.doi.org/10.48550/ar...Article . 2021License: arXiv Non-Exclusive DistributionData sources: Dataciteadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1109/tsg.2021.3125275&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu