AWARE: Evaluating PriorityFresh Caching for Offline Emergency Warning Systems
Fuente:
arXiv
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| Auteurs principaux: | , |
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| Format: | Preprint |
| Publié: |
2025
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| _version_ | 1866911253509701632 |
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| author | Melvin, Charles Nguyen, N. Rich |
| author_facet | Melvin, Charles Nguyen, N. Rich |
| contents | PriorityFresh is a semantic, actionability-first caching policy designed for offline emergency warning systems. Within the AWARE system's simulation environment, PriorityFresh optimizes which alerts to retain and surface under constrained connectivity. Experiments indicate improved actionability-first performance without harming efficiency. A separate Priority Forecasting model is used only to synthesize realistic alert sequences for controlled experiments and does not influence caching or push decisions. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2511_05022 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | AWARE: Evaluating PriorityFresh Caching for Offline Emergency Warning Systems Melvin, Charles Nguyen, N. Rich Networking and Internet Architecture H.3.3; H.3.4; H.m PriorityFresh is a semantic, actionability-first caching policy designed for offline emergency warning systems. Within the AWARE system's simulation environment, PriorityFresh optimizes which alerts to retain and surface under constrained connectivity. Experiments indicate improved actionability-first performance without harming efficiency. A separate Priority Forecasting model is used only to synthesize realistic alert sequences for controlled experiments and does not influence caching or push decisions. |
| title | AWARE: Evaluating PriorityFresh Caching for Offline Emergency Warning Systems |
| topic | Networking and Internet Architecture H.3.3; H.3.4; H.m |
| url | https://arxiv.org/abs/2511.05022 |