Machine Learning for Efficient Water Infrastructure Management

2021 ◽  
pp. 37-61
Author(s):  
Zhidong Li ◽  
Bin Liang ◽  
Yang Wang
Author(s):  
S. Kavitha ◽  
J. V. Anchitaalagammai ◽  
S. Nirmala ◽  
S. Murali

The chapter summarizes the concepts and challenges of DevOps in IoT, DevSecOps in IoT, integrating security into IoT, machine learning and AI in IoT of software engineering practices. DevOps is a software engineering culture and practice that aims at unifying software development (Dev) and software operation (Ops). The main characteristic of DevOps is the automation and monitoring at all steps of software construction, from integration, testing, releasing to deployment and infrastructure management. DevSecOps is a practice of integrating security into every aspect of an application lifecycle from design to development.


Author(s):  
S. Kavitha ◽  
J. V. Anchitaalagammai ◽  
S. Nirmala ◽  
S. Murali

The chapter summarizes the concepts and challenges of DevOps in IoT, DevSecOps in IoT, integrating security into IoT, machine learning and AI in IoT of software engineering practices. DevOps is a software engineering culture and practice that aims at unifying software development (Dev) and software operation (Ops). The main characteristic of DevOps is the automation and monitoring at all steps of software construction, from integration, testing, releasing to deployment and infrastructure management. DevSecOps is a practice of integrating security into every aspect of an application lifecycle from design to development.


2018 ◽  
Vol 14 (2) ◽  
pp. 110-135 ◽  
Author(s):  
Resty Naiga

Operation and maintenance of communally managed water infrastructure is still an uphill task despite over a decade of implementing community-based water management system in rural water provision in Uganda. Using mixed methods and Ostrom’s eight design principles as an analytical framework, this article examines the relevance of the design principles in explaining the success and failure of collective self-management institutions in determining sustainable access to safe water in Uganda. The findings show that, to a large extent, the differences in water infrastructure management effectiveness in the two study communities are explained by the existence or absence of the organizational characteristics prescribed by the design principles. The results further highlight additional factors that are critical for successful community-based water management which are not explicitly covered by the design principles. This implies, therefore, that the design principles should not be used as a ‘blueprint’ on resource management regimes especially in developing countries.


Water ◽  
2018 ◽  
Vol 10 (10) ◽  
pp. 1402 ◽  
Author(s):  
Kavindra Paranage

Academic scholarship in the social sciences has, in recent years, documented how water management infrastructure connects and disconnects people and flows, portraying and defining inequalities. The present work contributes to advancing this perspective by undertaking a case study to comparatively examine two irrigation-based water infrastructure systems in Sri Lanka: the tank cascade system and the surface irrigation system. The analysis demonstrates that differences in the layout of the water infrastructure directly contribute to the ways in which downstream communities are socially, economically and politically configured. Specifically, the arrangement of water infrastructure influences the degree of water users’ dependence on each other, the degree of social stratification between head-end and tail-end farmers, and the degree to which water is regarded as an ‘economic’ object. It can be concluded that the technical system of water infrastructure is inextricably bound to society and should, therefore, be considered a socio-material assemblage. Thus, it is important that policy decisions on water infrastructure management treat the structuring of infrastructure as experimental and potentially reversible.


Water Policy ◽  
2019 ◽  
Vol 21 (5) ◽  
pp. 934-944 ◽  
Author(s):  
Hyeongsik Kang

Abstract Most Korean citizens today have access to water services, owing to the enormous investment made in water infrastructure. Recently, however, Korean society is facing issues concerning rapid deterioration and inappropriate management of urban water infrastructure. It has been determined that 72.3% of all water infrastructure will have deteriorated by 2035, which implies that the standard of water services then would be even lower than the current standard. Given the complex institutional system required for urban water infrastructure, the vagueness of management authority, limited maintenance budget, poor information management, and issues with maintenance methods are the high priority issues currently being faced. This paper discusses the challenges that Korean society is facing and proposes the need for a change in cognizance for successful water infrastructure management in the future.


2020 ◽  
Vol 5 (4) ◽  
pp. 312-323
Author(s):  
Fenna Imara Hoefsloot ◽  
Javier Martínez ◽  
Christine Richter ◽  
Karin Pfeffer

In Lima, residents are fundamental co-creators of the urban water infrastructure, taking up various roles in the operation, maintenance, and expansion of the water distribution system. As Lima’s potable water company presses the transition from decentralized and auto-constructed to centralized and digital, this article explores how the implementation of digital infrastructure reconfigures the role of residents in the water distribution system. Our analysis draws on an ethnographic research approach, using formal and informal interviews, and focus groups in three areas representing Lima’s diversity in settlement categories and types of water consumers. By analyzing the digitalization of Lima’s water infrastructure through the perspective of its residents, this research contributes to understanding how top-down, digital governance practices mediate the agency and everyday experiences of people living in Southern cities. We observe that the digitalization of the water infrastructure marginalizes the participation of the ‘expert-amateur,’ a crucial role in the development of urban in the Global South, while providing more space for the ‘smart citizen’ to engage in infrastructuring. This article concludes that to overcome the perpetual creation of the center and the periphery through digitalization, urban infrastructure management should be sensitive to residents’ diverse strategies in managing resources.


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