{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T06:09:23Z","timestamp":1784095763755,"version":"3.55.0"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,5,24]],"date-time":"2026-05-24T00:00:00Z","timestamp":1779580800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,24]],"date-time":"2026-05-24T00:00:00Z","timestamp":1779580800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100006190","name":"Research and Development","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006190","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,5,24]]},"DOI":"10.1109\/icc59461.2026.11587915","type":"proceedings-article","created":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T19:38:09Z","timestamp":1784057889000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["CATS: Predictive-Feedback Adaptive Load Balancing for Computing-Aware Traffic Steering"],"prefix":"10.1109","author":[{"given":"Yuxiang","family":"Shang","sequence":"first","affiliation":[{"name":"Tsinghua University,Department of Computer Science and Technology,Beijing,China,100084"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tao","family":"Sun","sequence":"additional","affiliation":[{"name":"China Mobile Communications Group Co., Ltd.,Beijing,China,100032"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dan","family":"Li","sequence":"additional","affiliation":[{"name":"Tsinghua University,Department of Computer Science and Technology,Beijing,China,100084"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenping","family":"Hu","sequence":"additional","affiliation":[{"name":"China Mobile Communications Group Co., Ltd.,Beijing,China,100032"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lu","family":"Lu","sequence":"additional","affiliation":[{"name":"China Mobile Communications Group Co., Ltd.,Beijing,China,100032"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junyi","family":"Yang","sequence":"additional","affiliation":[{"name":"Huawei Technologies Co., Ltd.,ShenZhen,China,518129"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chengjiang","family":"Wen","sequence":"additional","affiliation":[{"name":"China Mobile Communications Group Co., Ltd.,Beijing,China,100032"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yantao","family":"Han","sequence":"additional","affiliation":[{"name":"China Mobile Communications Group Co., Ltd.,Beijing,China,100032"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bing","family":"Zhou","sequence":"additional","affiliation":[{"name":"China Mobile Communications Group Co., Ltd.,Beijing,China,100032"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Li","family":"Chen","sequence":"additional","affiliation":[{"name":"Zhongguancun Laboratory,Beijing,China,100190"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Huijuan","family":"Yao","sequence":"additional","affiliation":[{"name":"China Mobile Communications Group Co., Ltd.,Beijing,China,100032"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peng","family":"Liu","sequence":"additional","affiliation":[{"name":"China Mobile Communications Group Co., Ltd.,Beijing,China,100032"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"China AI Computing Power Development Assessment Report 2025","year":"2025"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1631\/FITEE.2400098"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-025-88197-9"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3036871"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1177\/15501477211035332"},{"issue":"2","key":"ref6","first-page":"300","article-title":"Survey on load balancing mechanisms in data centers","volume":"32","author":"Liu","year":"2021","journal-title":"J. Softw"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2935120"},{"issue":"3","key":"ref8","article-title":"Research on load balancing of ship communication network based on edge computing","volume":"65","year":"2024","journal-title":"Ship Build. China"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2017.2671429"},{"issue":"1","key":"ref10","first-page":"973","article-title":"Improvising round-robin process scheduling through dynamic time quantum estimation","volume":"4","author":"Hegde","year":"2016","journal-title":"Int. J. Eng. Res. Gen. Sci"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.25271\/sjuoz.2018.6.3.516"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICSECS.2015.7333108"},{"issue":"17","key":"ref13","first-page":"4215","article-title":"A new queuing scheduling algorithm based on weighted round robin","volume":"11","author":"Rao","year":"2011","journal-title":"Sci. Technol. Eng"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1166\/jctn.2019.7823"},{"issue":"2","key":"ref15","first-page":"973","article-title":"Highly scalable and efficient scheduler for VSN based on DiffServ guarantees","volume":"29","author":"Al-Anazi","year":"2017","journal-title":"Sci. Int. (Lahore)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-17625-8_13"},{"key":"ref17","article-title":"Intelligent load balancing systems using reinforcement learning system","author":"Singh","year":"2025"},{"key":"ref18","first-page":"1858","article-title":"Improved dynamic load balancing algorithm based on least-connection scheduling","volume-title":"Proc. IEEE 4th Inf. Technol. Mechatron. Eng. Conf. (ITOEC)","author":"Li"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/S0743-7315(03)00099-6"},{"key":"ref20","first-page":"1","article-title":"Proportional delay differentiation service and load balancing in web cluster systems","volume-title":"Proc. IEEE INFOCOM Workshops","author":"Zhou"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICNP.2018.00019"},{"key":"ref22","first-page":"1","article-title":"Dependent task offloading based on deep reinforcement learning in mobile edge computing","author":"Li","year":"2023","journal-title":"J. Chin. Comput. Syst"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/8858298"},{"key":"ref24","article-title":"Research on QoS optimization technologies of dynamic resource scheduling in edge computing","volume-title":"Ph.D. dissertation","author":"Hu","year":"2021"},{"key":"ref25","article-title":"Computing-Aware Traffic Steering (CATS) Problem Statement, Use Cases, and Requirements","author":"Yao","year":"2023","journal-title":"IETF, Internet-Draft draft-ietf-cats-usecases-requirements-00"},{"key":"ref26","article-title":"A Framework for Computing-Aware Traffic Steering (CATS)","author":"Li","year":"2025","journal-title":"IETF, Internet-Draft draft-ietf-cats-framework"},{"key":"ref27","first-page":"787","article-title":"SHEPHERD: Serving DNNs in the wild","volume-title":"Proc. 20th USENIX Symp. Netw. Syst. Design Implementation (NSDI)","author":"Zhang"},{"key":"ref28","volume-title":"BladeDISC: An end-to-end dynamic shape compiler for machine learning workloads","year":"2024"},{"key":"ref29","article-title":"BladeDISC++: Memory optimizations based on symbolic shape","volume-title":"Proc. NeurIPS Workshop","author":"Zhu"},{"key":"ref30","first-page":"521","article-title":"Orca: A Distributed Serving System for GNMT and LLM Inference","volume-title":"Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI)","author":"Yu"}],"event":{"name":"ICC 2026 - IEEE International Conference on Communications","location":"Glasgow, United Kingdom","start":{"date-parts":[[2026,5,24]]},"end":{"date-parts":[[2026,5,28]]}},"container-title":["ICC 2026 - IEEE International Conference on Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11586754\/11586037\/11587915.pdf?arnumber=11587915","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T05:59:52Z","timestamp":1784095192000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11587915\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,24]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/icc59461.2026.11587915","relation":{},"subject":[],"published":{"date-parts":[[2026,5,24]]}}}