[{"language":[{"iso":"eng"}],"department":[{"_id":"75"}],"user_id":"102868","external_id":{"arxiv":["2601.04083"]},"_id":"63530","status":"public","abstract":[{"text":"The widespread deployment of 5G networks, together with the coexistence of 4G/LTE networks, provides mobile devices a diverse set of candidate cells to connect to. However, associating mobile devices to cells to maximize overall network performance, a.k.a. cell (re)selection, remains a key challenge for mobile operators. Today, cell (re)selection parameters are typically configured manually based on operator experience and rarely adapted to dynamic network conditions. In this work, we ask: Can an agent automatically learn and adapt cell (re)selection parameters to consistently improve network performance? We present a reinforcement learning (RL)-based framework called CellPilot that adaptively tunes cell (re)selection parameters by learning spatiotemporal patterns of mobile network dynamics. Our study with real-world data demonstrates that even a lightweight RL agent can outperform conventional heuristic reconfigurations by up to 167%, while generalizing effectively across different network scenarios. These results indicate that data-driven approaches can significantly improve cell (re)selection configurations and enhance mobile network performance.","lang":"eng"}],"publication":"arXiv:2601.04083","type":"preprint","title":"Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning","author":[{"first_name":"Marvin","orcid":"0009-0007-2992-8346","last_name":"Illian","full_name":"Illian, Marvin","id":"44169"},{"last_name":"Khalili","full_name":"Khalili, Ramin","first_name":"Ramin"},{"first_name":"Antonio A. de A.","full_name":"Rocha, Antonio A. de A.","last_name":"Rocha"},{"orcid":"0000-0001-7181-6128","last_name":"Wang","full_name":"Wang, Lin","id":"102868","first_name":"Lin"}],"date_created":"2026-01-08T07:58:22Z","date_updated":"2026-03-31T06:44:22Z","citation":{"ama":"Illian M, Khalili R, Rocha AA de A, Wang L. Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning. <i>arXiv:260104083</i>. Published online 2026.","ieee":"M. Illian, R. Khalili, A. A. de A. Rocha, and L. Wang, “Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning,” <i>arXiv:2601.04083</i>. 2026.","chicago":"Illian, Marvin, Ramin Khalili, Antonio A. de A. Rocha, and Lin Wang. “Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning.” <i>ArXiv:2601.04083</i>, 2026.","short":"M. Illian, R. Khalili, A.A. de A. Rocha, L. Wang, ArXiv:2601.04083 (2026).","bibtex":"@article{Illian_Khalili_Rocha_Wang_2026, title={Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning}, journal={arXiv:2601.04083}, author={Illian, Marvin and Khalili, Ramin and Rocha, Antonio A. de A. and Wang, Lin}, year={2026} }","mla":"Illian, Marvin, et al. “Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning.” <i>ArXiv:2601.04083</i>, 2026.","apa":"Illian, M., Khalili, R., Rocha, A. A. de A., &#38; Wang, L. (2026). Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning. In <i>arXiv:2601.04083</i>."},"year":"2026"},{"language":[{"iso":"eng"}],"user_id":"102868","department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"_id":"65249","status":"public","type":"conference","publication":"The 9th Annual Conference on Machine Learning and Systems (MLSys)","conference":{"location":"Bellevue, WA","end_date":"2026-05-22","start_date":"2026-05-18","name":"The 9th Annual Conference on Machine Learning and Systems (MLSys 2026) "},"title":"Breaking the Ice: Analyzing Cold Start Latency in vLLM","date_created":"2026-03-31T06:34:37Z","author":[{"first_name":"Huzaifa","full_name":"Shaaban KabakiboKabakibo, Huzaifa","last_name":"Shaaban KabakiboKabakibo"},{"first_name":"Animesh","last_name":"Trivedi","full_name":"Trivedi, Animesh"},{"first_name":"Lin","full_name":"Wang, Lin","id":"102868","orcid":"0000-0001-7181-6128","last_name":"Wang"}],"date_updated":"2026-03-31T06:41:10Z","citation":{"short":"H. Shaaban KabakiboKabakibo, A. Trivedi, L. Wang, in: The 9th Annual Conference on Machine Learning and Systems (MLSys), 2026.","bibtex":"@inproceedings{Shaaban KabakiboKabakibo_Trivedi_Wang_2026, title={Breaking the Ice: Analyzing Cold Start Latency in vLLM}, booktitle={The 9th Annual Conference on Machine Learning and Systems (MLSys)}, author={Shaaban KabakiboKabakibo, Huzaifa and Trivedi, Animesh and Wang, Lin}, year={2026} }","mla":"Shaaban KabakiboKabakibo, Huzaifa, et al. “Breaking the Ice: Analyzing Cold Start Latency in VLLM.” <i>The 9th Annual Conference on Machine Learning and Systems (MLSys)</i>, 2026.","ama":"Shaaban KabakiboKabakibo H, Trivedi A, Wang L. Breaking the Ice: Analyzing Cold Start Latency in vLLM. In: <i>The 9th Annual Conference on Machine Learning and Systems (MLSys)</i>. ; 2026.","apa":"Shaaban KabakiboKabakibo, H., Trivedi, A., &#38; Wang, L. (2026). Breaking the Ice: Analyzing Cold Start Latency in vLLM. <i>The 9th Annual Conference on Machine Learning and Systems (MLSys)</i>. The 9th Annual Conference on Machine Learning and Systems (MLSys 2026) , Bellevue, WA.","chicago":"Shaaban KabakiboKabakibo, Huzaifa, Animesh Trivedi, and Lin Wang. “Breaking the Ice: Analyzing Cold Start Latency in VLLM.” In <i>The 9th Annual Conference on Machine Learning and Systems (MLSys)</i>, 2026.","ieee":"H. Shaaban KabakiboKabakibo, A. Trivedi, and L. Wang, “Breaking the Ice: Analyzing Cold Start Latency in vLLM,” presented at the The 9th Annual Conference on Machine Learning and Systems (MLSys 2026) , Bellevue, WA, 2026."},"year":"2026"},{"author":[{"first_name":"Sepideh","last_name":"Zohdi","full_name":"Zohdi, Sepideh"},{"full_name":"Wang, Lin","id":"102868","last_name":"Wang","orcid":"0000-0001-7181-6128","first_name":"Lin"}],"date_created":"2026-03-31T06:38:34Z","date_updated":"2026-03-31T06:39:41Z","conference":{"location":"Edinburg","end_date":"2026-04-27","start_date":"2026-04-27","name":"The 6th Workshop on Machine Learning and Systems (EuroMLSys)"},"title":"Before the First Token: Benchmarking Data Preprocessing in Vision-Language Models ","citation":{"apa":"Zohdi, S., &#38; Wang, L. (2026). Before the First Token: Benchmarking Data Preprocessing in Vision-Language Models . <i>The 6th Workshop on Machine Learning and Systems (EuroMLSys)</i>. The 6th Workshop on Machine Learning and Systems (EuroMLSys), Edinburg.","bibtex":"@inproceedings{Zohdi_Wang_2026, title={Before the First Token: Benchmarking Data Preprocessing in Vision-Language Models }, booktitle={The 6th Workshop on Machine Learning and Systems (EuroMLSys)}, author={Zohdi, Sepideh and Wang, Lin}, year={2026} }","mla":"Zohdi, Sepideh, and Lin Wang. “Before the First Token: Benchmarking Data Preprocessing in Vision-Language Models .” <i>The 6th Workshop on Machine Learning and Systems (EuroMLSys)</i>, 2026.","short":"S. Zohdi, L. Wang, in: The 6th Workshop on Machine Learning and Systems (EuroMLSys), 2026.","ama":"Zohdi S, Wang L. Before the First Token: Benchmarking Data Preprocessing in Vision-Language Models . In: <i>The 6th Workshop on Machine Learning and Systems (EuroMLSys)</i>. ; 2026.","chicago":"Zohdi, Sepideh, and Lin Wang. “Before the First Token: Benchmarking Data Preprocessing in Vision-Language Models .” In <i>The 6th Workshop on Machine Learning and Systems (EuroMLSys)</i>, 2026.","ieee":"S. Zohdi and L. Wang, “Before the First Token: Benchmarking Data Preprocessing in Vision-Language Models ,” presented at the The 6th Workshop on Machine Learning and Systems (EuroMLSys), Edinburg, 2026."},"year":"2026","department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"user_id":"102868","_id":"65250","language":[{"iso":"eng"}],"publication":"The 6th Workshop on Machine Learning and Systems (EuroMLSys)","type":"conference","status":"public"},{"publisher":"IFIP","date_updated":"2026-03-31T06:44:05Z","author":[{"full_name":"Illian, Marvin","id":"44169","orcid":"0009-0007-2992-8346","last_name":"Illian","first_name":"Marvin"},{"first_name":"Ramin","last_name":"Khalili","full_name":"Khalili, Ramin"},{"first_name":"Antonio","full_name":"A. de A. Rocha, Antonio","last_name":"A. de A. Rocha"},{"first_name":"Lin","last_name":"Wang","orcid":"0000-0001-7181-6128","id":"102868","full_name":"Wang, Lin"}],"date_created":"2026-03-16T14:46:45Z","title":"Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning","year":"2026","citation":{"apa":"Illian, M., Khalili, R., A. de A. Rocha, A., &#38; Wang, L. (2026). Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning. <i>2026 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)</i>.","mla":"Illian, Marvin, et al. “Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning.” <i>2026 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)</i>, IFIP, 2026.","bibtex":"@inproceedings{Illian_Khalili_A. de A. Rocha_Wang_2026, title={Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning}, booktitle={2026 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)}, publisher={IFIP}, author={Illian, Marvin and Khalili, Ramin and A. de A. Rocha, Antonio and Wang, Lin}, year={2026} }","short":"M. Illian, R. Khalili, A. A. de A. Rocha, L. Wang, in: 2026 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), IFIP, 2026.","ama":"Illian M, Khalili R, A. de A. Rocha A, Wang L. Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning. In: <i>2026 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)</i>. IFIP; 2026.","chicago":"Illian, Marvin, Ramin Khalili, Antonio A. de A. Rocha, and Lin Wang. “Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning.” In <i>2026 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)</i>. IFIP, 2026.","ieee":"M. Illian, R. Khalili, A. A. de A. Rocha, and L. Wang, “Cells on Autopilot: Adaptive Cell (Re)Selection via Reinforcement Learning,” 2026."},"_id":"65013","department":[{"_id":"75"}],"user_id":"102868","language":[{"iso":"eng"}],"publication":"2026 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)","type":"conference","status":"public"},{"_id":"61775","department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"user_id":"102868","language":[{"iso":"eng"}],"publication":"IEEE Transactions on Mobile Computing","type":"journal_article","status":"public","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","date_updated":"2025-10-10T09:55:21Z","author":[{"last_name":"Liu","full_name":"Liu, Gaosheng","first_name":"Gaosheng"},{"full_name":"Yıldırım, Kasım Sinan","last_name":"Yıldırım","first_name":"Kasım Sinan"},{"full_name":"Wang, Lin","last_name":"Wang","first_name":"Lin"}],"date_created":"2025-10-10T09:44:52Z","title":"FreeBeacon: Efficient Communication and Data Aggregation in Battery-Free IoT","doi":"10.1109/tmc.2025.3614227","publication_identifier":{"issn":["1536-1233","1558-0660","2161-9875"]},"publication_status":"published","year":"2025","page":"1-14","citation":{"ama":"Liu G, Yıldırım KS, Wang L. FreeBeacon: Efficient Communication and Data Aggregation in Battery-Free IoT. <i>IEEE Transactions on Mobile Computing</i>. Published online 2025:1-14. doi:<a href=\"https://doi.org/10.1109/tmc.2025.3614227\">10.1109/tmc.2025.3614227</a>","ieee":"G. Liu, K. S. Yıldırım, and L. Wang, “FreeBeacon: Efficient Communication and Data Aggregation in Battery-Free IoT,” <i>IEEE Transactions on Mobile Computing</i>, pp. 1–14, 2025, doi: <a href=\"https://doi.org/10.1109/tmc.2025.3614227\">10.1109/tmc.2025.3614227</a>.","chicago":"Liu, Gaosheng, Kasım Sinan Yıldırım, and Lin Wang. “FreeBeacon: Efficient Communication and Data Aggregation in Battery-Free IoT.” <i>IEEE Transactions on Mobile Computing</i>, 2025, 1–14. <a href=\"https://doi.org/10.1109/tmc.2025.3614227\">https://doi.org/10.1109/tmc.2025.3614227</a>.","apa":"Liu, G., Yıldırım, K. S., &#38; Wang, L. (2025). FreeBeacon: Efficient Communication and Data Aggregation in Battery-Free IoT. <i>IEEE Transactions on Mobile Computing</i>, 1–14. <a href=\"https://doi.org/10.1109/tmc.2025.3614227\">https://doi.org/10.1109/tmc.2025.3614227</a>","bibtex":"@article{Liu_Yıldırım_Wang_2025, title={FreeBeacon: Efficient Communication and Data Aggregation in Battery-Free IoT}, DOI={<a href=\"https://doi.org/10.1109/tmc.2025.3614227\">10.1109/tmc.2025.3614227</a>}, journal={IEEE Transactions on Mobile Computing}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Liu, Gaosheng and Yıldırım, Kasım Sinan and Wang, Lin}, year={2025}, pages={1–14} }","short":"G. Liu, K.S. Yıldırım, L. Wang, IEEE Transactions on Mobile Computing (2025) 1–14.","mla":"Liu, Gaosheng, et al. “FreeBeacon: Efficient Communication and Data Aggregation in Battery-Free IoT.” <i>IEEE Transactions on Mobile Computing</i>, Institute of Electrical and Electronics Engineers (IEEE), 2025, pp. 1–14, doi:<a href=\"https://doi.org/10.1109/tmc.2025.3614227\">10.1109/tmc.2025.3614227</a>."}},{"publication":"Proceedings of the 31st Annual International Conference on Mobile Computing and Networking (MobiCom)","type":"conference","status":"public","department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"user_id":"102868","_id":"63054","language":[{"iso":"eng"}],"publication_status":"published","citation":{"ama":"Apostolo GH, Bauszat P, Nigade V, Bal HE, Wang L. Uirapuru: Timely Video Analytics for High-Resolution Steerable Cameras on Edge Devices. In: <i>Proceedings of the 31st Annual International Conference on Mobile Computing and Networking (MobiCom)</i>. ACM; 2025. doi:<a href=\"https://doi.org/10.1145/3680207.3765260\">10.1145/3680207.3765260</a>","ieee":"G. H. Apostolo, P. Bauszat, V. Nigade, H. E. Bal, and L. Wang, “Uirapuru: Timely Video Analytics for High-Resolution Steerable Cameras on Edge Devices,” presented at the 31st Annual International Conference on Mobile Computing and Networking (MobiCom), Hong Kong, China, 2025, doi: <a href=\"https://doi.org/10.1145/3680207.3765260\">10.1145/3680207.3765260</a>.","chicago":"Apostolo, Guilherme Henrique, Pablo Bauszat, Vinod Nigade, Henri E. Bal, and Lin Wang. “Uirapuru: Timely Video Analytics for High-Resolution Steerable Cameras on Edge Devices.” In <i>Proceedings of the 31st Annual International Conference on Mobile Computing and Networking (MobiCom)</i>. ACM, 2025. <a href=\"https://doi.org/10.1145/3680207.3765260\">https://doi.org/10.1145/3680207.3765260</a>.","apa":"Apostolo, G. H., Bauszat, P., Nigade, V., Bal, H. E., &#38; Wang, L. (2025). Uirapuru: Timely Video Analytics for High-Resolution Steerable Cameras on Edge Devices. <i>Proceedings of the 31st Annual International Conference on Mobile Computing and Networking (MobiCom)</i>. 31st Annual International Conference on Mobile Computing and Networking (MobiCom), Hong Kong, China. <a href=\"https://doi.org/10.1145/3680207.3765260\">https://doi.org/10.1145/3680207.3765260</a>","short":"G.H. Apostolo, P. Bauszat, V. Nigade, H.E. Bal, L. Wang, in: Proceedings of the 31st Annual International Conference on Mobile Computing and Networking (MobiCom), ACM, 2025.","mla":"Apostolo, Guilherme Henrique, et al. “Uirapuru: Timely Video Analytics for High-Resolution Steerable Cameras on Edge Devices.” <i>Proceedings of the 31st Annual International Conference on Mobile Computing and Networking (MobiCom)</i>, ACM, 2025, doi:<a href=\"https://doi.org/10.1145/3680207.3765260\">10.1145/3680207.3765260</a>.","bibtex":"@inproceedings{Apostolo_Bauszat_Nigade_Bal_Wang_2025, title={Uirapuru: Timely Video Analytics for High-Resolution Steerable Cameras on Edge Devices}, DOI={<a href=\"https://doi.org/10.1145/3680207.3765260\">10.1145/3680207.3765260</a>}, booktitle={Proceedings of the 31st Annual International Conference on Mobile Computing and Networking (MobiCom)}, publisher={ACM}, author={Apostolo, Guilherme Henrique and Bauszat, Pablo and Nigade, Vinod and Bal, Henri E. and Wang, Lin}, year={2025} }"},"year":"2025","author":[{"first_name":"Guilherme Henrique","full_name":"Apostolo, Guilherme Henrique","last_name":"Apostolo"},{"last_name":"Bauszat","full_name":"Bauszat, Pablo","first_name":"Pablo"},{"full_name":"Nigade, Vinod","last_name":"Nigade","first_name":"Vinod"},{"first_name":"Henri E.","full_name":"Bal, Henri E.","last_name":"Bal"},{"orcid":"0000-0001-7181-6128","last_name":"Wang","full_name":"Wang, Lin","id":"102868","first_name":"Lin"}],"date_created":"2025-12-12T08:06:10Z","date_updated":"2025-12-12T08:08:49Z","publisher":"ACM","conference":{"location":"Hong Kong, China","end_date":"2025-11-08","start_date":"2025-11-04","name":"31st Annual International Conference on Mobile Computing and Networking (MobiCom)"},"doi":"10.1145/3680207.3765260","title":"Uirapuru: Timely Video Analytics for High-Resolution Steerable Cameras on Edge Devices"},{"publication":"IEEE Transactions on Sustainable Computing","type":"journal_article","status":"public","department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"user_id":"102868","_id":"63057","language":[{"iso":"eng"}],"issue":"4","publication_identifier":{"issn":["2377-3782","2377-3790"]},"publication_status":"published","intvolume":"        10","page":"804-819","citation":{"ama":"Pei Q, Yuan Y, Hu H, et al. Working Smarter Not Harder: Hybrid Cooling for Deep Learning in Edge Datacenters. <i>IEEE Transactions on Sustainable Computing</i>. 2025;10(4):804-819. doi:<a href=\"https://doi.org/10.1109/tsusc.2025.3542563\">10.1109/tsusc.2025.3542563</a>","chicago":"Pei, Qiangyu, Yongjie Yuan, Haichuan Hu, Lin Wang, Dong Zhang, Bingheng Yan, Chen Yu, and Fangming Liu. “Working Smarter Not Harder: Hybrid Cooling for Deep Learning in Edge Datacenters.” <i>IEEE Transactions on Sustainable Computing</i> 10, no. 4 (2025): 804–19. <a href=\"https://doi.org/10.1109/tsusc.2025.3542563\">https://doi.org/10.1109/tsusc.2025.3542563</a>.","ieee":"Q. Pei <i>et al.</i>, “Working Smarter Not Harder: Hybrid Cooling for Deep Learning in Edge Datacenters,” <i>IEEE Transactions on Sustainable Computing</i>, vol. 10, no. 4, pp. 804–819, 2025, doi: <a href=\"https://doi.org/10.1109/tsusc.2025.3542563\">10.1109/tsusc.2025.3542563</a>.","bibtex":"@article{Pei_Yuan_Hu_Wang_Zhang_Yan_Yu_Liu_2025, title={Working Smarter Not Harder: Hybrid Cooling for Deep Learning in Edge Datacenters}, volume={10}, DOI={<a href=\"https://doi.org/10.1109/tsusc.2025.3542563\">10.1109/tsusc.2025.3542563</a>}, number={4}, journal={IEEE Transactions on Sustainable Computing}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Pei, Qiangyu and Yuan, Yongjie and Hu, Haichuan and Wang, Lin and Zhang, Dong and Yan, Bingheng and Yu, Chen and Liu, Fangming}, year={2025}, pages={804–819} }","mla":"Pei, Qiangyu, et al. “Working Smarter Not Harder: Hybrid Cooling for Deep Learning in Edge Datacenters.” <i>IEEE Transactions on Sustainable Computing</i>, vol. 10, no. 4, Institute of Electrical and Electronics Engineers (IEEE), 2025, pp. 804–19, doi:<a href=\"https://doi.org/10.1109/tsusc.2025.3542563\">10.1109/tsusc.2025.3542563</a>.","short":"Q. Pei, Y. Yuan, H. Hu, L. Wang, D. Zhang, B. Yan, C. Yu, F. Liu, IEEE Transactions on Sustainable Computing 10 (2025) 804–819.","apa":"Pei, Q., Yuan, Y., Hu, H., Wang, L., Zhang, D., Yan, B., Yu, C., &#38; Liu, F. (2025). Working Smarter Not Harder: Hybrid Cooling for Deep Learning in Edge Datacenters. <i>IEEE Transactions on Sustainable Computing</i>, <i>10</i>(4), 804–819. <a href=\"https://doi.org/10.1109/tsusc.2025.3542563\">https://doi.org/10.1109/tsusc.2025.3542563</a>"},"year":"2025","volume":10,"author":[{"last_name":"Pei","full_name":"Pei, Qiangyu","first_name":"Qiangyu"},{"last_name":"Yuan","full_name":"Yuan, Yongjie","first_name":"Yongjie"},{"full_name":"Hu, Haichuan","last_name":"Hu","first_name":"Haichuan"},{"first_name":"Lin","last_name":"Wang","orcid":"0000-0001-7181-6128","id":"102868","full_name":"Wang, Lin"},{"last_name":"Zhang","full_name":"Zhang, Dong","first_name":"Dong"},{"full_name":"Yan, Bingheng","last_name":"Yan","first_name":"Bingheng"},{"first_name":"Chen","full_name":"Yu, Chen","last_name":"Yu"},{"first_name":"Fangming","full_name":"Liu, Fangming","last_name":"Liu"}],"date_created":"2025-12-12T08:13:53Z","date_updated":"2025-12-12T08:14:11Z","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","doi":"10.1109/tsusc.2025.3542563","title":"Working Smarter Not Harder: Hybrid Cooling for Deep Learning in Edge Datacenters"},{"status":"public","type":"conference","publication":"2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS)","language":[{"iso":"eng"}],"user_id":"102868","department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"_id":"63056","citation":{"ama":"Wu J, Wang L, Deng Q, et al. It Takes Two to Tango: Serverless Workflow Serving via Bilaterally Engaged Resource Adaptation. In: <i>2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS)</i>. IEEE; 2025. doi:<a href=\"https://doi.org/10.1109/ipdps64566.2025.00012\">10.1109/ipdps64566.2025.00012</a>","chicago":"Wu, Jing, Lin Wang, Quanfeng Deng, Chen Yu, Dong Zhang, Bingheng Yan, and Fangming Liu. “It Takes Two to Tango: Serverless Workflow Serving via Bilaterally Engaged Resource Adaptation.” In <i>2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS)</i>. IEEE, 2025. <a href=\"https://doi.org/10.1109/ipdps64566.2025.00012\">https://doi.org/10.1109/ipdps64566.2025.00012</a>.","ieee":"J. Wu <i>et al.</i>, “It Takes Two to Tango: Serverless Workflow Serving via Bilaterally Engaged Resource Adaptation,” presented at the 2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS), Milan, Italy, 2025, doi: <a href=\"https://doi.org/10.1109/ipdps64566.2025.00012\">10.1109/ipdps64566.2025.00012</a>.","apa":"Wu, J., Wang, L., Deng, Q., Yu, C., Zhang, D., Yan, B., &#38; Liu, F. (2025). It Takes Two to Tango: Serverless Workflow Serving via Bilaterally Engaged Resource Adaptation. <i>2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS)</i>. 2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS), Milan, Italy. <a href=\"https://doi.org/10.1109/ipdps64566.2025.00012\">https://doi.org/10.1109/ipdps64566.2025.00012</a>","short":"J. Wu, L. Wang, Q. Deng, C. Yu, D. Zhang, B. Yan, F. Liu, in: 2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE, 2025.","bibtex":"@inproceedings{Wu_Wang_Deng_Yu_Zhang_Yan_Liu_2025, title={It Takes Two to Tango: Serverless Workflow Serving via Bilaterally Engaged Resource Adaptation}, DOI={<a href=\"https://doi.org/10.1109/ipdps64566.2025.00012\">10.1109/ipdps64566.2025.00012</a>}, booktitle={2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS)}, publisher={IEEE}, author={Wu, Jing and Wang, Lin and Deng, Quanfeng and Yu, Chen and Zhang, Dong and Yan, Bingheng and Liu, Fangming}, year={2025} }","mla":"Wu, Jing, et al. “It Takes Two to Tango: Serverless Workflow Serving via Bilaterally Engaged Resource Adaptation.” <i>2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS)</i>, IEEE, 2025, doi:<a href=\"https://doi.org/10.1109/ipdps64566.2025.00012\">10.1109/ipdps64566.2025.00012</a>."},"year":"2025","publication_status":"published","doi":"10.1109/ipdps64566.2025.00012","conference":{"location":"Milan, Italy","name":"2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS)"},"title":"It Takes Two to Tango: Serverless Workflow Serving via Bilaterally Engaged Resource Adaptation","date_created":"2025-12-12T08:12:48Z","author":[{"first_name":"Jing","full_name":"Wu, Jing","last_name":"Wu"},{"first_name":"Lin","full_name":"Wang, Lin","id":"102868","orcid":"0000-0001-7181-6128","last_name":"Wang"},{"first_name":"Quanfeng","full_name":"Deng, Quanfeng","last_name":"Deng"},{"first_name":"Chen","full_name":"Yu, Chen","last_name":"Yu"},{"full_name":"Zhang, Dong","last_name":"Zhang","first_name":"Dong"},{"first_name":"Bingheng","last_name":"Yan","full_name":"Yan, Bingheng"},{"last_name":"Liu","full_name":"Liu, Fangming","first_name":"Fangming"}],"publisher":"IEEE","date_updated":"2025-12-12T08:13:18Z"},{"citation":{"ama":"Illian M, Luchterhandt B, Wang L. 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