scholarly journals An integrated decision-making framework for sustainable data center operation through intelligent load scheduling

2021 ◽  
Vol 2042 (1) ◽  
pp. 012091
Author(s):  
Nuoa Lei ◽  
Zhu Cheng ◽  
Zhi Cao ◽  
Eric Masanet

Abstract Intelligent load scheduling is an emerging approach that has the potential to facilitate extreme sustainable data center (DC) operation. However, scarcity of straightforward tools in the public domain challenges decision makers performing quantitative analysis of the DC load planning and its potential benefits. In this work, a novel integrated decision-making framework was developed to address this issue, which provides the basis for the multi-objective optimization of carbon-, water-, and economic-intelligent load scheduling. The proposed framework was demonstrated with a case study DC in California, which showed the usefulness of the proposed framework in informing sustainable DC operations.

Author(s):  
Francisco E. Santarremigia ◽  
Sara Poveda-Reyes ◽  
Miguel Hervás-Peralta ◽  
Gemma D. Molero

Market acceptance of new digitalization technologies is low. To help to address this shortcoming, the following paper defines a quantitative decision-making methodology for the exante evaluation of the market acceptance of new digitalization solutions in the initial stages of design and development. The proposed decision-making methodology includes a first evaluation, using Volere methodology, for the quantification of how useful the new digitalization solution is for the end users, and a second method, the calculation of the net present value (NPV) based on potential benefits in terms of costs and intangible benefits of the new tool. A new tool for the management of freight transport was used as a case study. The usefulness of a new information technology tool was assessed in six different companies. It was designed to help developers and decision makers in information and communication technology (ICT) product development, and company managers in the evaluation of technical solutions that might better satisfy their needs. Further studies could measure the power of this methodology by comparing the implementation levels of two different prototypes designed for the same function and with different Volere and NPV scorings.


2021 ◽  
Vol 61 (2) ◽  
pp. 109-121
Author(s):  
Maruša Goluža ◽  
Maruška Šubic-Kovač ◽  
Drago Kos ◽  
David Bole

We analyzed planning mechanisms and evaluated their performance in achieving legitimacy in infrastructure planning in Slovenia. Planning mechanisms were divided according to the concept of input, throughput and output legitimacy. We conducted a document analysis and interviews to assess their effectiveness in achieving legitimate decisions. Although the analyzed decision-making process declaratively promoted democratic principles, the mechanisms failed to satisfactorily enhance the legitimacy of decisions. The study revealed inadequate communication approaches, both in the decision-makers' relationship with the public and within the expert discourse. Accordingly, the study argues for more genuine communication with the public and within academia to address legitimacy challenges in increasingly conflictual decision-making processes.


2021 ◽  
Vol 13 (22) ◽  
pp. 12604
Author(s):  
William Craft ◽  
Lan Ding ◽  
Deo Prasad

The consequences of the extractive and disconnected relationship with nature that has dominated past and current sustainability approaches are now being witnessed. A harmonious relationship with nature needs to be reestablished to guide how we can live, act and respond to the global climate emergency. Regenerative development has emerged as a process which enables the reconnection between human and natural systems to create the necessary conditions for a healthy and thriving future. While several frameworks and tools have been developed to support the implementation of regenerative development practices, few deal specifically with decision-making and its associated challenges and opportunities. Responding to this, the purpose of this paper is to present the development of a novel decision-making framework for regenerative precinct development. It is an evidence-based framework established from the key findings of a qualitative case study investigation into the decision-making approaches of regenerative precinct developments. It is a visual guiding framework that poses challenging questions to enable decision-makers to structure and align their thinking, decisions and actions with the fundamental principles of regenerative development. This paper discusses the framework’s development, its key features and theoretical basis, and its potential to influence decision-making practices towards regenerative development.


2021 ◽  
Vol 9 (1) ◽  
Author(s):  
Christine Lang

AbstractOrganisations are important gatekeepers in the labour market inclusion of immigrants and their children. Research has regularly documented ethnic discrimination in hiring decisions. Aiming to further our understanding of the role of organisations in influencing the professional trajectories of individuals of immigrant origin, this paper investigates the recruitment practices of public administrations. Drawing on approaches from organisational sociology and a qualitative case study of public administrations in the German state of Berlin, the article identifies three crucial elements of organisational decision-making affecting the recruitment of staff of immigrant origin: decisions regarding advertisement strategies, formal criteria, and individual candidates. Further, the article shows the underlying decision-making rationalities and the role of organisational contexts and ethnic stereotypes for recruitment-related decisions.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sami Wasef Abuezhayeh ◽  
Les Ruddock ◽  
Issa Shehabat

Purpose The purpose of this paper is to investigate and explain how organizations in the construction sector can enhance their decision-making process (DMP) by practising knowledge management (KM) and business process management (BPM) activities. A conceptual framework is developed that recognises the elements that impact DMP in terms of KM and BPM. The development of this framework goes beyond current empirical work on KM in addition to BPM as it investigates a wider variety of variables that impact DMP. Design/methodology/approach A case study is undertaken in the context of the construction industry in Jordan. A theoretical framework is developed and assessment of the proposed framework was undertaken through a questionnaire survey of decision-makers in the construction sector and expert interviews. Findings The outcomes of this research provide several contributions to aid decision-makers in construction organizations. Growth in the usage of KM and BPM, in addition to the integration between them, can provide employees with task-related knowledge in the organization’s operative business processes, improve process performance, promote core competence and maximise and optimise business performance. Originality/value Through the production of a framework, this study provides a tool to enable improved decision-making. The framework generates a strong operational as well as theoretical approach to the organizational utilization of knowledge and business processes.


2015 ◽  
Vol 11 (4) ◽  
pp. 89-101 ◽  
Author(s):  
Khalifa Al-Farsi ◽  
Ramzi EL Haddadeh

Information technology governance is considered one of the innovative practices that can provide support for decision-makers. Interestingly, it has become increasingly a de facto for organizations in seeking to optimise their performance. In principle, information technology governance has emerged to support organizations in the integration of information technology (IT) infrastructures and the delivery of high-quality services. On the other hand, decision-making processes in public sector organisations can be multi-faceted and complex, and decision makers play an important role in implementing technology in the public sector. The aim of this paper is to shed some light on current opportunities and challenges that IT governance is experiencing in the context of public sector services. In this respect, this paper examines the factors influencing the decision-making process to fully appreciate IT governance. Furthermore, this study focuses on combining institutional and individual perspectives to explain how individuals can take decisions in response to institutional influences.


2021 ◽  
Vol 5 (CSCW2) ◽  
pp. 1-41
Author(s):  
Devansh Saxena ◽  
Karla Badillo-Urquiola ◽  
Pamela J. Wisniewski ◽  
Shion Guha

Author(s):  
Lei Wang ◽  
Qing Liu ◽  
Tongle Yin

Navigation safety improving investment aims at mitigating risk and improving safety of shipping system, while decision-makers’ attitudes toward the uncertainty of shipping safety possess a characteristic of “bounded rationality.” To study the tendency of shipping safety investment decision-making with different risk perception and appetite, a decision-making method based on cumulative prospect theory is proposed in this article. First, we extract the decision attributes through analyzing the factors affecting shipping safety investment. Then, according to cumulative prospect theory, the value function and the probability weighting function for calculating cumulative prospect values of shipping investment attributes are given. Under the risk-based multi-attribute group decision-making framework, linear programming model and projection method are introduced to aggregate the weights of attributes and decision-makers, respectively. Furthermore, through a case study, the proposed methodology is utilized in Three Gorges Dam area, and the desirable safety investment scheme is determined from a set of candidate alternatives. The case study shows not only validity and feasibility of the decision-making approach but also the mechanism of shipping safety investment decision-making with consideration of the behavior characteristics of decision-makers such as reference dependence, risk appetite distortion, and loss aversion.


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