| dc.contributor | 資訊系 | |
| dc.creator (作者) | 廖峻鋒 | |
| dc.creator (作者) | Chiu, Yi-Hsiu;Liao, Chun-Feng | |
| dc.date (日期) | 2026-09 | |
| dc.date.accessioned | 3-Aug-2026 13:24:12 (UTC+8) | - |
| dc.date.available | 3-Aug-2026 13:24:12 (UTC+8) | - |
| dc.date.issued (上傳時間) | 3-Aug-2026 13:24:12 (UTC+8) | - |
| dc.identifier.uri (URI) | https://ah.lib.nccu.edu.tw/item?item_id=183570 | - |
| dc.description.abstract (摘要) | Edge computing environments consist of distributed, resource-constrained networks and edge servers that collaboratively process time-sensitive data streams from sensors. To support communication in such settings, MQTT has become a widely adopted protocol due to its lightweight design and flexible topic-based publish/subscribe model. MQTT 5.0 further extends this model by introducing shared subscriptions, which allow multiple subscribers to jointly consume messages and enable implicit load balancing. However, existing MQTT brokers rely on static workload dispatching strategies, which are inadequate for dynamic environments characterized by heterogeneous resources and highly variable workloads. To address these limitations, this paper proposes NIKD (Non-Intrusive Kernel-level Dispatching), an eBPF-based framework that decouples workload dispatching logic from the broker and enables dynamic, real-time dispatching for MQTT shared subscriptions. We present NIKD_LOR, a proof-of-concept prototype that implements the Least Outstanding Request (LOR) strategy to route messages based on the number of pending requests at each subscriber. Experimental results demonstrate that, compared to native broker dispatching strategies based on static algorithms, NIKD_LOR improves workload fairness and system responsiveness, reducing average task completion time by over 20% while incurring acceptable overhead. | |
| dc.format.extent | 108 bytes | - |
| dc.format.mimetype | text/html | - |
| dc.relation (關聯) | Future Generation Computer Systems, Vol.182, 108454 | |
| dc.subject (關鍵詞) | Workload dispatching; Message dispatching; MQTT shared subscriptions; eBPF; Edge computing | |
| dc.title (題名) | Non-intrusive kernel-level dispatching for MQTT shared subscriptions | |
| dc.type (資料類型) | article | |
| dc.identifier.doi (DOI) | 10.1016/j.future.2026.108454 | |
| dc.doi.uri (DOI) | https://doi.org/10.1016/j.future.2026.108454 | |
