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Mingtao Ji

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2020 – today

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2025
[j4]
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Mingtao Ji, Ji Qi, Lei Jiao, Gangyi Luo, Hehan Zhao, Xin Li, Baoliu Ye, Zhuzhong Qian:
CPN meets learning: Online scheduling for inference service in Computing Power Network. Comput. Networks 256: 110903 (2025)
2024
[j3]
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Tuo Cao, Qinhui Wang, Yuhan Zhang, Zhuzhong Qian, Yue Zeng, Mingtao Ji, Hesheng Sun, Baoliu Ye:
Walking on two legs: Joint service placement and computation configuration for provisioning containerized services at edges. Comput. Networks 239: 110144 (2024)
[j2]
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Mingtao Ji, Chenwei Su, Yitao Fan, Yibo Jin, Zhuzhong Qian, Yuting Yan, Yu Chen, Tuo Cao, Sheng Zhang, Baoliu Ye:
INTaaS: Provisioning In-band Network Telemetry as a service via online learning. Comput. Networks 241: 110211 (2024)
2023
[j1]
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Yibo Jin, Lei Jiao, Mingtao Ji, Zhuzhong Qian, Sheng Zhang, Ning Chen, Sanglu Lu:
Scheduling In-Band Network Telemetry With Convergence-Preserving Federated Learning. IEEE/ACM Trans. Netw. 31(5): 2313-2328 (2023)
[c10]
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  - conf/bigcom/JiZZTQW23
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Mingtao Ji, Mingxian Zhou, Haodong Zou, Ming Tang, Zhuzhong Qian, Xiaoliang Wang:
SAC: Dynamic Caching upon Sketch for In-Memory Big Data Analytics. BIGCOM 2023: 180-187
[c9]
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Mingtao Ji, Chenwei Su, Yuting Yan, Zhuzhong Qian, Yu Chen, Yibo Jin, Sheng Zhang, Baoliu Ye:
INTView: Adaptive Planner for In-Band Network Telemetry without Detours. ICC 2023: 5490-5495
[c8]
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Mingtao Ji, Zhuzhong Qian, Baoliu Ye:
When CPN Meets AI: Resource Provisioning for Inference Query upon Computing Power Network. ICPADS 2023: 2261-2268
[c7]
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Yitao Fan, Mingtao Ji, Zhuzhong Qian:
Accelerating Federated Learning with Adaptive Extra Local Updates upon Edge Networks. ICPADS 2023: 2588-2595
[c6]
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  - conf/infocom/ChenZYJCJX23
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Yu Chen, Sheng Zhang, Yuting Yan, Yibo Jin, Ning Chen, Mingtao Ji, Mingjun Xiao:
Crowd²: Multi-agent Bandit-based Dispatch for Video Analytics upon Crowdsourcing. INFOCOM 2023: 1-10
[c5]
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Mingtao Ji, Chenwei Su, Yuting Yan, Zhuzhong Qian, Sheng Zhang, Yu Chen, Tuo Cao, Xiaohang Shi, Luis Vasquez, Baoliu Ye:
Adaptive Provisioning In-band Network Telemetry at Computing Power Network [invited]. IWQoS 2023: 1-2
[c4]
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  - conf/pccnt/WuLQWZYXDXMJ23
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Jia Wu, Wenjie Li, Wenjun Qi, Liming Wang, Yong Zhao, Yonghui Yan, Mingzhu Xu, Longlong Dou, Bo Xu, Runze Ma, Mingtao Ji:
Efficient Inference Task Deployment for Enhanced Accuracy at the Edge. PCCNT 2023: 89:1-89:6
[c3]
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  - conf/secon/JiZZQCSY23
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Mingtao Ji, Zhixin Zhang, Yuhan Zhang, Zhuzhong Qian, Tuo Cao, Chenwei Su, Baoliu Ye:
Incentivizing Edge AI with Accuracy Preserving via Online Randomized Auctions. SECON 2023: 384-385

2010 – 2019

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2019
[c2]
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Yefei Li, Yibo Jin, Haiyang Chen, Wenchao Xi, Mingtao Ji, Sheng Zhang, Zhuzhong Qian, Sanglu Lu:
Run Data Run! Re-Distributing Data via Piggybacking for Geo-Distributed Data Analytics. ISPA/BDCloud/SocialCom/SustainCom 2019: 356-363
[c1]
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Zhuzhong Qian, Yuan Gao, Mingtao Ji, Hui Peng, Peng Chen, Yibo Jin, Sanglu Lu:
Workload-Aware Scheduling for Data Analytics upon Heterogeneous Storage. ISPA/BDCloud/SocialCom/SustainCom 2019: 580-587

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