
Interaction-based Caching in Information-Centric Networks
Fariborz Derakhshan(Author)
Shaker (Publisher)
1st Edition
Published on 13. June 2024
Book
Paperback/Softback
242 pages
978-3-8440-9498-5 (ISBN)
Description
The Interaction-based Caching (IC) theory, a novel approach developed in this research, enhances the retrieval of contents in ICN. It leverages the comprehensive interaction models of particle dynamics and quantum field theory to describe the complex interplay among caching parties in a paraphrased context. It organizes caching entities and their features within an extendible matrix, facilitating their differentiation, classification, and unification from multiple perspectives.
The IC amalgamates the weighted relevant content-, client-, and node-related features, and entangles them with the network topology to optimize the spatiotemporal propagation of requests and replication of contents across the network. The resultant mechanisms enable the network to respond dynamically to clients' demand patterns with an extensive range of nuanced prioritization policies and services.
The IC's framework is characterized by a flexible architecture that seamlessly integrates new entities, features, and functionalities. It consists of a logical formalism that describes the interactions among caching participants, remaining steadfast under variations of underlying axioms and assumptions, and functional algorithms that convert strategic principles into tactical actions tailored to specific contexts.
The IC dynamically, deterministically, and organically optimizes content accessibility within an ICN network, consistently and coherently, considering the finite storage capacities and the interplay between various entities. It can encapsulate and reconcile diverse caching concepts within its panoramic scope.
IC's performance, evaluated in simulations in various scenarios, outperforms ICN's standard strategy, LCE, regarding cache hit ratio, path length stretch, and content redundancy.
The IC amalgamates the weighted relevant content-, client-, and node-related features, and entangles them with the network topology to optimize the spatiotemporal propagation of requests and replication of contents across the network. The resultant mechanisms enable the network to respond dynamically to clients' demand patterns with an extensive range of nuanced prioritization policies and services.
The IC's framework is characterized by a flexible architecture that seamlessly integrates new entities, features, and functionalities. It consists of a logical formalism that describes the interactions among caching participants, remaining steadfast under variations of underlying axioms and assumptions, and functional algorithms that convert strategic principles into tactical actions tailored to specific contexts.
The IC dynamically, deterministically, and organically optimizes content accessibility within an ICN network, consistently and coherently, considering the finite storage capacities and the interplay between various entities. It can encapsulate and reconcile diverse caching concepts within its panoramic scope.
IC's performance, evaluated in simulations in various scenarios, outperforms ICN's standard strategy, LCE, regarding cache hit ratio, path length stretch, and content redundancy.
More details
Series
Thesis
Doctoral thesis
2024
Technische Universität Hamburg
Language
English
Place of publication
Düren
Germany
Target group
Professional and scholarly
Product notice
Unsewn / adhesive bound
Illustrations
56
56 farbige Abbildungen
56
Dimensions
Height: 21 cm
Width: 14.8 cm
Weight
320 gr
ISBN-13
978-3-8440-9498-5 (9783844094985)
Schweitzer Classification