fbcc
MENU

Existing Members

Email *
Password *

New to Sanity?

   SHOP BY DEPARTMENT   

Optimizing Edge And Fog Computing Applications With Ai And Metaheuristic Algorithms

Madhusudhan H S
Hardback Book  |  Reading  |  16 Sep 2025
No reviews yet Write A Review
Description Details
Optimizing Edge And Fog Computing Applications With Ai And Metaheuristic Algorithms/Product Detail/Reading
$272.99

In Stock at Supplier. Ships within 5-10 Business Days.

273 ELITE Points earned with this purchase! Earn 250 for a $10 Reward!
Not an ELITE Member? Join ELITE here


Buy Now & Pay Later With

PayPal Afterpay Zip Klarna

Shipping - See delivery options.
Postcode:
Quantity:
 

Fog and edge computing are two paradigms that have emerged to address the challenges associated with processing and managing data in the era of the Internet of Things (IoT). Both models involve moving computation and data storage closer to the source of data generation, but they have subtle differences in their architectures and scopes. These differences are one of the subjects covered in Optimizing Edge and Fog Computing Applications with AI and Metaheuristic Algorithms. Other subjects covered in the book include:

  • Designing machine learning algorithms that are aware of the resource constraints at the edge and fog layers ensures efficient use of computational resources.
  • Resource-aware models using ML and Deep leaning models that can adapt their complexity based on available resources and balancing the load, allowing for better scalability.
  • Implementing secure ML algorithms and models to prevent adversarial attacks and ensure data privacy.
  • Securing the communication channels between edge devices, fog nodes, and the cloud to protect model updates and inferences.
  • Kubernetes container orchestration for fog computing.
  • Federated learning that enables model training across multiple edge devices without the need to share raw data.

The book discusses how resource optimization in fog and edge computing is crucial for achieving efficient and effective processing of data close to the source. It explains how both fog and edge computing aim to enhance system performance, reduce latency, and improve overall resource utilization. It examines the combination of intelligent algorithms, effective communication protocols, and dynamic management strategies required to adapt to changing conditions and workload demands. The book explains how security in fog and edge computing requires a combination of technological measures, advanced techniques, user awareness, and organizational policies to effectively protect data and systems from evolving security threats. Finally, it looks forward with coverage of ongoing research and development, which are essential for refining optimization techniques and ensuring the scalability and sustainability of fog and edge computing environments.

Title: Optimizing Edge And Fog Computing Applications With Ai And Metaheuristic Algorithms

Format: Hardback Book

Release Date: 16 Sep 2025

Author: Madhusudhan H S

Sku: 3384676

Catalogue No: 9781041003540

Category: Reading


customer promise
sanity icon Help you find exactly what you are looking for, even if you aren't sure yourself!
sanity icon Track down the hard to find as quickly as possible - if it's available, we will get it!
sanity icon Deliver fast and friendly service to every customer.
sanity icon Provide you with the hottest, the latest and a great range.
sanity icon And if you're not satisified, you can exchange or with a receipt, get your money back - no questions asked!