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Temperature Distribution Prediction in Data Centers for Decreasing Power Consumption by Machine Learning

Yuya Tarutani, Kazuyuki Hashimoto, Go Hasegawa, Yutaka Nakamura, Takumi Tamura, Kazuhiro Matsuda, Morito Matsuoka
2015 2015 IEEE 7th International Conference on Cloud Computing Technology and Science (CloudCom)  
data monitored at the target data center.  ...  In this paper, we apply a machine learning technique for predicting the temperature distribution in a data center.  ...  The authors thank Takasago Thermal Engineering Corporation for their help in obtaining experimental data on air conditioners.  ... 
doi:10.1109/cloudcom.2015.49 dblp:conf/cloudcom/TarutaniHHNTMM15 fatcat:lkt4euxfsjgmvje6khqhnsttna

Guest Editors' Introduction: Special Issue on Green and Energy-Efficient Cloud Computing Part II

Ricardo Bianchini, Samee U. Khan, Carlo Mastroianni
2017 IEEE Transactions on Cloud Computing  
The high-temperature air in the super-hot aisle is collected by the exhaust heat reuse system.  ...  They also propose a tandem equipment arrangement that divides aisles into three classes: cold, hot, and super-hot.  ... 
doi:10.1109/tcc.2016.2641618 fatcat:jnk4h7corzcjhk7xojjrjrfile

The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines, Second edition

Luiz André Barroso, Jimmy Clidaras, Urs Hölzle
2013 Synthesis Lectures on Computer Architecture  
The work of our Technical Infrastructure teams directly supports the topics we cover here, and therefore, we are particularly grateful to them for allowing us to benefit from their experience.  ...  Thanks in advance for taking the time to contribute.  ...  DATACENTER COOLING SYSTEMS Datacenter cooling systems remove the heat generated by all equipment.  ... 
doi:10.2200/s00516ed2v01y201306cac024 fatcat:435o455inbcmrakl6l7jp4gope

From pilot to scale: Towards an mHealth typology for low-resource contexts

Terje Aksel Sanner, Lars Kristian Roland, Kristin Braa
2012 Health Policy and Technology  
A significant theme that emerged from our collective data analysis was the shifting nature of participation in tandem with the shifting architecture of the software itself.  ...  It is challenging for a single vendor to provide sufficient user fit in these large-scale systems that reuse generic software across multiple sites (Mandl and Kohane 2012) .  ...  The initial identification of these rationalities emerged from our study of existing work practices utilizing paper-based information tools for following up pregnant women in Uganda.  ... 
doi:10.1016/j.hlpt.2012.07.009 fatcat:ftpa62wm55afppuesp22zyvgsm

Important considerations [chapter]

Ana Andrés
2009 Measuring Academic Research  
Inventory management with emphasis on consumables and crew equipment tracking systems. Stowage system and/or software with emphasis on efficiency and stowage of loose items.  ...  Automated support for software development, such as automatic program generators and systems architecture analysis to assess testing and reusability. 06.02 Mission Operations Center: ARC/GSFC  ... 
doi:10.1016/b978-1-84334-528-2.50008-4 fatcat:2ddy2nodffcsrgfemkzqpuh4iq

Situating Fear of Crime: The Prospects for Criminological Research to Use Smartphone Applications to Gather Experience Sampling Data [chapter]

Alexander Engström, Karl Kronkvist
2018 Community-Oriented Policing and Technological Innovations  
It publishes small but impactful volumes of between 50-125 pages, with a clearly defined focus.  ...  , psychology of law, and explanations for criminal behavior.  ...  for use and reuse of data for CP purposes.  ... 
doi:10.1007/978-3-319-89294-8_9 fatcat:hdd455ummrcutikw7eaxvza53y

Organizing for ontological change: The kernel of an AIDS research infrastructure

David Ribes, Jessica Beth Polk
2015 Social Studies of Science  
Is it possible to prepare and plan for emergent and changing objects of research?  ...  The key to sustaining this technoscientific flexibility has been what we call the kernel of a research infrastructure: ongoing efforts to maintain the availability of resources and services that may be  ...  Acknowledgements We thank Jennifer Feldman for her work during the research, and Steve Epstein and Geoffrey Bowker for insightful conversations and feedback on drafts.  ... 
doi:10.1177/0306312714558136 pmid:26477206 pmcid:PMC4400271 fatcat:n6oc3wc76rgwrdtns6huyqhlpy

A study on the effect of ground surface boundary conditions in modelling shallow ground heat exchangers

Marco Bortoloni, Michele Bottarelli, Yuehong Su
2017 Applied Thermal Engineering  
Stefan Bergmann of the SimTech Simulation Technology, for their explanations and valuable information about their software IPSEpro. Our thanks are extended to Pr.  ...  financial supports from the University of Hull, Engineering and Physical Sciences Research Council (EPSRC), Innovate UK and Ministry of Science and Technology of China (EP/M507830/1) and Beijing Key Lab of Heating  ...  Traditional data center uses CRAC (Computer room air conditioning) system for heat dissipation. Cooling system and IT equipment make up the mainly two parts of energy consumption.  ... 
doi:10.1016/j.applthermaleng.2016.05.063 fatcat:dudxoety2jdhxgpgzpzirs5gzq

Wasted cities in urbanizing China

Guizhen He, Arthur P.J. Mol, Yonglong Lu
2016 Environmental Development  
To prevent a further increase in wasted cities, and to turn existing ones into sustainable cities, China has to dramatically change its urbanization and housing policies in tandem with strengthening environmental  ...  China's experiences with the environmental challenges of urbanization may provide valuable lessons for other emerging economies if the measures recommended here are implemented successfully.  ...  Supplementary material Supplementary data associated with this article can be found in the online version at http://dx.doi.org/10.1016/j.envdev. 2015.12.003.  ... 
doi:10.1016/j.envdev.2015.12.003 fatcat:73xes3ppargn5bdwfk5ozanplq

The Sericum Via: A Serious Game For Preserving Tangible And Intangible Heritage Of Iran.pdf [article]

Sepehr Vaez Afshar, Sarvin Eshaghi
2021 figshare.com  
Varinlioglu ASCAAD 2021: Architecture in the Age Of Disruptive Technologies Transformation and Challenges 9th International Conference of the Arab Society for Computer Aided Architectural Design Cairo  ...  The Sericum Via: A Serious Game For Preserving Tangible And Intangible Heritage Of Iran Conference: ASCAAD 2021 Session: Computational Enculturation I Authors: Sarvin Eshaghi, Sepehr Vaez Afshar, Güzden  ...  We would like to thank Anghelos Coulon for his work on the software design and setup of the experimental interface.  ... 
doi:10.6084/m9.figshare.14384318.v1 fatcat:6hrsxig5efhojhw6m2wu6w7qfm

Smart Cities: Concepts, Perceptions and Lessons for Planners [chapter]

Tuan-Yee Ching, Joseph Ferreira
2015 Lecture Notes in Geoinformation and Cartography  
generated from the telecommunication equipment to heat the school and save money on heating (Felten 2012 ).  ...  As an office center equipped with workstations, CISCO TelePresence teleconference equipment, function rooms, a childcare center, restaurant and ATM, the SWC is located near a residential community.  ...  e What is the ownership framework of the 'smart' applications, e.g. who owns the intellectual property of the 'smart' software, who owns the data, who has access to the data, etc.?  ... 
doi:10.1007/978-3-319-18368-8_8 fatcat:sez6wa3nmrgqbkei2ph5ffagp4

The DESI Experiment Part II: Instrument Design [article]

DESI Collaboration: Amir Aghamousa, Jessica Aguilar, Steve Ahlen, Shadab Alam, Lori E. Allen, Carlos Allende Prieto, James Annis, Stephen Bailey, Christophe Balland, Otger Ballester, Charles Baltay, Lucas Beaufore, Chris Bebek, Timothy C. Beers (+248 others)
2016 arXiv   pre-print
The DESI collaboration will also deliver a spectroscopic pipeline and data management system to reduce and archive all data for eventual public use.  ...  The fibers feed ten three-arm spectrographs with resolution R= λ/Δλ between 2000 and 5500, depending on wavelength.  ...  Due to the nature of this architecture, inter-process communication takes a central place in the design of the DESI infrastructure software.  ... 
arXiv:1611.00037v2 fatcat:qupbf5xl2beaxb5fjkl2ptdkz4

DESIGN AND CONTROL OF MECHANICAL STRUCTURE OF LEGO ROBOT WITH 3 DOF

Gheorghe GÎLCĂ, BÎZDOACĂ Nicu - George
2015 Fiabilitate şi Durabilitate  
The paper emphasis bringing down the control complexity by reducing the number of actuators used, three, one for each degree of freedom. .  ...  This paper discusses a simplified design of Humanoid Robot with 3 DOF. The main objective is to analyze the theoretical and practical challenges involved in making it.  ...  From the above it follows that future data center infrastructure will mean "Software Defined Infrastructure", a world where applications define system.  ... 
doaj:d70c6b7e79cc408699e5ac56232070a7 fatcat:wvodnclj7nbmdidejlu5uh6pui

Alternative Power Systems and Devices [chapter]

2017 Systems, Controls, Embedded Systems, Energy, and Machines  
Reasonable efforts have been made to publish reliable data and information, but the author and the publisher cannot assume responsibility for the validity of all materials or for the consequences of their  ...  Reprinted material is quoted with permission, and sources are indicated. A wide variety of references are listed.  ...  Their concept of agility refers to a design philosophy that considers hardware/software reuse and rapid system redesign. Our focus here is on the robots within such systems.  ... 
doi:10.1201/9781420037043-7 fatcat:px3rpk2xgvhtbjwr7s3h3k6ute

DarkSide-20k: A 20 Tonne Two-Phase LAr TPC for Direct Dark Matter Detection at LNGS [article]

C. E. Aalseth, F. Acerbi, P. Agnes, I. F. M. Albuquerque, T. Alexander, A. Alici, A. K. Alton, P. Antonioli, S. Arcelli, R. Ardito, I. J. Arnquist, D. M. Asner (+263 others)
2017 arXiv   pre-print
Data from DarkSide-50, in combination with MC simulation and analytical modeling, shows that a rejection factor for discrimination between electron and nuclear recoils of 3×10^9 is achievable.  ...  This, along with the use of the veto system, is the key to unlocking the path to large LArTPC detector masses, while maintaining an "instrumental background-free" experiment, an experiment in which less  ...  The DarkSide Collaboration would like to thank LNGS and its staff for invaluable technical and logistical support. This report is based upon work supported by the U.  ... 
arXiv:1707.08145v1 fatcat:vhvzo5ornvdv3cyyhbbjcgb4cy
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