학술논문

A Packet-Level Caching Algorithm for Mitigating Negative Effects Caused by Large Objects in ICN Networks
Document Type
Periodical
Source
IEEE Access Access, IEEE. 8:108247-108259 2020
Subject
Aerospace
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Engineering Profession
Fields, Waves and Electromagnetics
General Topics for Engineers
Geoscience
Nuclear Engineering
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Analytical models
Prediction algorithms
Degradation
Information-centric networking
Information science
Information and communication technology
Information centric networking
packet-level caching
large object
Language
ISSN
2169-3536
Abstract
Increase in the size of content due to the emergence of bandwidth-intensive applications leads to a problematic phenomenon of packet-level caching which is called looped replacement . This causes a waste of cache usage and results in caching performance degradation. The goals of the paper are twofold: identifying the root cause of looped replacement and mitigating it. In order to achieve the goals, we analytically investigate not only how looped replacement occurs, but also how cache hit probability decreases. According to the analysis, we propose to use cache admission , which only admits packets arriving frequently to a cache, as a countermeasure against both problems. Finally, we develop an analytical model of packet-level caching with cache admission, and theoretically proves that cache admission mitigates these problems and improves cache hit probability.