Download PSAC Proactive Sequence-Aware Content Caching Via Deep Learning at The Network Edge PDF Free - Full Version
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About PSAC Proactive Sequence-Aware Content Caching Via Deep Learning at The Network Edge
This document proposes a new strategy called PSAC (Proactive Sequence-Aware Content Caching) that uses deep learning models for proactive content caching at network edges. It aims to improve user experience and reduce network load. PSAC includes two models - PSAC_gen uses CNN for general content, and PSAC_seq uses attention mechanisms to capture sequential features in content. Experiments show PSAC can effectively improve performance while reducing resource usage, which is important for resource-limited edge devices. This is a novel approach that considers both general and sequential content for proactive caching.
Detailed Information
| Author: | ['Umer Bin Salman'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 10 |
| Language: | English |
| Format: | |
| Price: | FREE |
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