Advanced Computational Techniques for Sustainable Computing
Megha Rathi, Adwitiya Sinha, Megha Rathi, Adwitiya Sinha
- 336 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Advanced Computational Techniques for Sustainable Computing
Megha Rathi, Adwitiya Sinha, Megha Rathi, Adwitiya Sinha
About This Book
Advanced Computational Techniques for Sustainable Computing is considered multi-disciplinary field encompassing advanced computational techniques across several domain, including, Computer Science, Statistical Computation and Electronics Engineering. The core idea of sustainable computing is to deploy algorithms, models, policies and protocols to improve energy efficiency and management of resources, enhancing ecological balance, biological sustenance and other services on societal contexts.
The book offers a comprehensive coverage of some of the most essential topics:
- It provides aninsight on building smart sustainable solutions.
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- Includes details of applying mining, learning, IOT and sensor-based techniques for sustainable computing.
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- Entails data extraction from various sources followed with pre-processing of data, and how to make effective use of extracted data for application-based research.
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- Involves practical usage of data analytic language, including R, Python, etc. for improving sustainable services offered by multi-disciplinary domains.
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- Encompasses comparison and analysis of recent technologies and trends.
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- Includes development of smart models for information gain and effective decision making with visualization.
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The readers would get acquainted with the utilization of massive data sets for intelligent mining and processing. It includes the integration of data mining techniques for effective decision-making in the social, economic, and global environmental domains to achieve sustainability. The implementation of computational frameworks can be accomplished using open-source software for the building of resource-efficient models. The content of the book demonstrates the usage of data science and the internet of things for the advent of smart and realistic solutions for attaining sustainability.
Frequently asked questions
Information
1 Sustainable ComputingâAn Overview
CONTENTS
- 1.1 What Is Sustainability?
- 1.2 Sustainable Development: Motivations and Obstacles
- 1.2.1 Present versus Future Generations
- 1.2.2 Economic versus Environmental Perspectives
- 1.3 Goals to Strive toward Sustainable Development
- 1.4 Sustainability and Computing
- 1.4.1 Product from Hardware Perspective
- 1.4.2 Product from Software Perspective
- 1.4.3 Production Processes from Hardware Perspective
- 1.4.4 Production Processes from Software Perspective
- 1.4.5 Consumption Processes from Hardware Perspective
- 1.4.6 Consumption Processes from Software Perspective
- 1.5 Computing Paradigms for Individual Sustainable Development Goals
- 1.5.1 No Poverty
- 1.5.2 Zero Hunger
- 1.5.3 Good Health and Well-Being
- 1.5.4 Quality Education
- 1.5.5 Gender Equality
- 1.5.6 Clean Water and Sanitation
- 1.5.7 Affordable/Clean Energy
- 1.5.8 Decent Work/Economic Growth
- 1.5.9 Industry, Innovation, and Infrastructure
- 1.5.10 Reduced Inequalities
- 1.5.11 Sustainable Cities/Communities
- 1.5.12 Responsible Consumption/Production
- 1.5.13 Climate Action
- 1.5.14 Life below Water
- 1.5.15 Life on Land
- 1.5.16 Peace/Justice/Strong Institutions
- 1.5.17 Partnerships for the Goals
- 1.6 Conclusion and Future Scope of Research
- References
1.1 What Is Sustainability?
1.2 Sustainable Development: Motivations and Obstacles
1.2.1 Present versus Future Generations
1.2.2 Economic versus Environmental Perspectives
1.3 Goals to Strive toward Sustainable Development
- No PovertyâEradicating poverty in all possible forms everywhere
- Zero HungerâEradicating hunger while promoting sustainable agriculture
- Good Health and Well-BeingâPromoting well-being while ensuring healthy lives for all at all ages
- Quality EducationâEnsuring quality education that is equitable and conclusive for all
- Gender EqualityâEmpowering all women and girls and achieving gender equality
- Clean Water and SanitationâManaging sustainable water and sanitation for all
- Affordable and Clean EnergyâMaking available reliable, affordable, and modern energy for everyone
- Decent Work and Economic GrowthâEnsuring productive employment for everyone by promoting both sustained and sustainable economic growth
- Industry, Innovation, and InfrastructureâBuilding infrastructure that is resilient to promote sustainable industrialization to drive innovation
- Reduced InequalitiesâReducing inter- and intracountry inequalities
- Sustainable Cities and CommunitiesâMaking human settlements like cities safe, sustainable, and inclusive
- Responsible Consumption and ProductionâEnsuring patterns in consumption and production that are sustainable
- Climate ActionâActing to fight climate change urgently to reduce its long-term impacts
- Life below WaterâConserving the water bodies such as seas and oceans while sustainably using marine resources
- Life on LandâRestoring and promoting sustainable use of ecosystems that are terrestrial by combating desertification, and halting land degradation and biodiversity loss
- Peace, Justice, and Strong InstitutionsâProviding easy access to justice for everyone by building accountable and effective institutions at all levels
- Partnerships for the GoalsâStrengthening the ways to implement and revitalize the Global Partnerships to collaborate to achieve sustainable development (Figure 1.3)