Per-Packet Traffic Measurement in Storage, Computation and Bandwidth Limited Data Plane
文献类型：期刊论文
| 作者 | Cong, Yinchuan1,2; Xie, Kun1,2; Wen, Jigang3; Zhang, Jiwei1,2; Yin, Yansong1,2; Zhang, Qingyi4; Xie, Gaogang5,6; Liang, Wei3 |
| 刊名 | IEEE-ACM TRANSACTIONS ON NETWORKING
 |
| 出版日期 | 2024-05-28 |
| 页码 | 13 |
| 关键词 | Sequence of packet lengths and arrival times (SPLT) data plane packet level measurement in-network calculation quantization |
| ISSN号 | 1063-6692 |
| DOI | 10.1109/TNET.2024.3404011 |
| 英文摘要 | Packet level measurement in the data plane provides a microscopic view of the network's state. Although advances in programmable switches and routers make it possible to measure the Sequence of Packet Lengths and Arrival Times (SPLT) in the data plane, collecting this information remains challenging due to limited storage, processing resources, and bandwidth. To address this issue, we propose MES, which Measures and Encodes Simultaneously the packet length and timestamp when each packet passes through the Network Processor (NP) in the switch/router. We design the packet length compression and timestamp compression algorithms to be lightweight and implement the designed algorithms using simple operations supported by the network processor, while taking into account the computation constraints of the NP. Through extensive experiments on five packet traces, we demonstrate that our MES achieves high precision SPLT measurements (up to 99.82% cosine similarity) while reducing storage and bandwidth overhead by up to 87%. Simulations conducted on the BMV2 P4 software switch demonstrate that our designed SPLT measurement mechanism imposes little impact on network throughput and delay. |
| 资助项目 | National Natural Science Foundation of China |
| WOS研究方向 | Computer Science ; Engineering ; Telecommunications |
| 语种 | 英语 |
| WOS记录号 | WOS:001236624700001 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/40046]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Xie, Kun; Wen, Jigang |
| 作者单位 | 1.Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410002, Peoples R China 2.Minist Educ, Joint Lab Supercomp & Artificial Intelligence Comp, Changsha 410002, Peoples R China 3.Hunan Univ Sci & Technol, Sch Comp Sci & Engn, Xiangtan 411201, Peoples R China 4.Huawei Technol Co Ltd, Beijing 100015, Peoples R China 5.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 6.Univ Chinese Acad Sci, Sch Comp Sci & Technol, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Cong, Yinchuan,Xie, Kun,Wen, Jigang,et al. Per-Packet Traffic Measurement in Storage, Computation and Bandwidth Limited Data Plane[J]. IEEE-ACM TRANSACTIONS ON NETWORKING,2024:13. |
| APA | Cong, Yinchuan.,Xie, Kun.,Wen, Jigang.,Zhang, Jiwei.,Yin, Yansong.,...&Liang, Wei.(2024).Per-Packet Traffic Measurement in Storage, Computation and Bandwidth Limited Data Plane.IEEE-ACM TRANSACTIONS ON NETWORKING,13. |
| MLA | Cong, Yinchuan,et al."Per-Packet Traffic Measurement in Storage, Computation and Bandwidth Limited Data Plane".IEEE-ACM TRANSACTIONS ON NETWORKING (2024):13. |
入库方式： OAI收割
来源：计算技术研究所
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