| Title | LD-ICN: Towards Latency Deterministic Information-Centric Networking |
| Publication Type | Conference Paper |
| Year of Publication | 2019 |
| Authors | Pan, T., Xu, C., Lv, J., Shi, Q., Li, Q., Jia, C., Huang, T., Lin, X. |
| Conference Name | 2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) |
| Keywords | cache coordination, cache reservation, cache storage, composability, content cache, content distribution, customized end-to-end resource reservation, deterministic latency, hard latency requirements, Human Behavior, ICN cache placement problem, in-network caching, information centric networking, Internet, Internet-scale Computing Security, IP networks, IP-based QoS mechanisms, latency deterministic information-centric networking, Latency Deterministic Networking, LD-ICN, Metrics, numerous 5G applications, on-path caching technique, optimal cache placement, Oscillators, policy governance, pubcrawl, quality of service, real-time latency measurement, Real-time Systems, relevant content objects, Resiliency, route oscillation, source routing-based latency telemetry, telecommunication network routing, telemetry |
| Abstract | Deterministic latency is the key challenge that must be addressed in numerous 5G applications such as AR/VR. However, it is difficult to make customized end-to-end resource reservation across multiple ISPs using IP-based QoS mechanisms. Information-Centric Networking (ICN) provides scalable and efficient content distribution at the Internet scale due to its in-network caching and native multicast capabilities, and the deterministic latency can promisingly be guaranteed by caching the relevant content objects in appropriate locations. Existing proposals formulate the ICN cache placement problem into numerous theoretical models. However, the underlying mechanisms to support such cache coordination are not discussed in detail. Especially, how to efficiently make cache reservation, how to avoid route oscillation when content cache is updated and how to conduct the real-time latency measurement? In this work, we propose Latency Deterministic Information-Centric Networking (LD-ICN). LD-ICN relies on source routing-based latency telemetry and leverages an on-path caching technique to avoid frequent route oscillation while still achieve the optimal cache placement under the SDN architecture. Extensive evaluation shows that under LD-ICN, 90.04% of the content requests are satisfied within the hard latency requirements. |
| DOI | 10.1109/HPCC/SmartCity/DSS.2019.00140 |
| Citation Key | pan_ld-icn_2019 |
LD-ICN: Towards Latency Deterministic Information-Centric Networking