Hoppa till sidans huvudinnehåll
Advances in Image Processing, Reliability, and Artificial Intelligence: Data Centred-Techniques and Applications in Edge Computing provides a clear outlook of the mechanisms, risks, challenges, and opportunities in system reliability for image processing and AI applications running on edge devices. It provides Best Known Configuration (BKC) and Methods (BKM) while discussing trends and future works based on current research. The content serves as a reference for practitioners and provides a state-of-the-art for researchers in the area. It provides foundations to analyse and replicate different applications through use cases. It tackles concerns for how reliability aspects (i.e., fault tolerance, availability, maturity, and recoverability) are addressed for applications running in an environment that is not fully controlled and exposed to environmental variations.

  • Provides an analysis of current challenges and trends in systems reliability, AI, and image processing in edge computing for supporting different data-driven decision-making strategies
  • Considers the challenges and opportunities regarding data sovereignty, sustainability, model lifecycle and AI ethics in edge computing
  • Explains strategies and trends for monitoring and meta-monitoring AI deployments and system reliability in edge computing
  • Addresses the top concerns in the reliability, AI, and image processing in edge computing for supporting distributed decision-making
  • Describes an industry perspective for different verticals, outlining trends and future research directions

Produktinformation

  • Utgivningsdatum2025-11-27
  • Mått216 x 276 x 20 mm
  • Vikt450 g
  • FormatHäftad
  • SpråkEngelska
  • Antal sidor314
  • FörlagElsevier Science
  • ISBN9780443342660
Hoppa över listan

Du kanske också är intresserad av

Computational Intelligence and Its Applications in Healthcare

Jitendra Kumar Verma, Sudip Paul, Prashant Johri, India) Verma, Jitendra Kumar (Assistant Professor, School of Computing Science and Engineering, Galgotias University, India) Paul, Sudip (Associate Professor, Department of Biomedical Engineering, National Institute of Technology, Raipur, (An Institute of National Importance), Under Ministry of Edution, Government of India, Raipur, Chhattisgarh, India) Johri, Prashant (Professor, School of Computing Science & Engineering, Galgotias University, Greater Noida

Häftad

2 099 kr

System Assurances

Prashant Johri, Adarsh Anand, Juri Vain, Jagvinder Singh, Mohammad Tabrez Quasim, India) Johri, Prashant (Professor, School of Computing Science & Engineering, Galgotias University, Greater Noida, India) Anand, Adarsh (Assistant Professor, Departmetn of Operational Research, University of Delhi, New Delhi, Estonia) Vain, Juri (Tenure Professor of Formal Methods, Department of Software Science, Tallinn University of Technology, Tallinn, India) Singh, Jagvinder (Assistant Professor, USME, DTU East Campus, Saudi Arabia) Quasim, Mohammad Tabrez (Assistant Professor, Univeristy of Bisha

Häftad

1 099 kr

Disruptive Technologies for Society 5.0

Vikram Bali, Vishal Bhatnagar, Sapna Sinha, Prashant Johri, Noida) Bali, Vikram (JSS Academy of Technical Edu., Vishal (Ambedkar Institute of Advance Communcation Technologies and Research) Bhatnagar

Häftad

859 kr

Disruptive Technologies for Society 5.0

Vikram Bali, Vishal Bhatnagar, Sapna Sinha, Prashant Johri, Noida) Bali, Vikram (JSS Academy of Technical Edu., Vishal (Ambedkar Institute of Advance Communcation Technologies and Research) Bhatnagar

Inbunden

2 679 kr