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ORCIDXiao Ma 0009
Person information
- affiliation: Beijing University of Posts and Telecommunications, School of Computing, State Key Laboratory of Networking and Switching Technology, Beijing, China
- affiliation (PhD 2018): Tsinghua University, Department of Computer Science and Technology, Beijing, China
Other persons with the same name
- Xiao Ma — disambiguation page
- Xiao Ma 0001
![[0000-0001-6617-1978]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0001-6617-1978")
— Sun Yat-sen University, School of Computer Science and Engineering, Guangdong Key Laboratory of Information Security Technology, Guangzhou, China (and 4 more) - Xiao Ma 0002 — Zhongnan University of Economics and Law, School of Information and Safety Engineering, Wuhan, China (and 1 more)
- Xiao Ma 0003 — University of Electronic Science and Technology of China, School of Electronic Science and Engineering, Chengdu, China
- Xiao Ma 0004 — Lehigh University, Department of Electrical and Computer Engineering, Bethlehem, PA, USA
- Xiao Ma 0005 — Peking University, School of Electronics Engineering and Computer Science, Beijing, China
- Xiao Ma 0006 — Dyson Robot Learning Lab, London, UK (and 1 more)
- Xiao Ma 0007 — Shaanxi Normal University, School of Physics and Information Technology, Xi'an, China
- Xiao Ma 0008 — University of Tennessee, Department of Electrical Engineering and Computer Science, Knoxville, TN, USA
- Xiao Ma 0010 — Google Research, New York, NY, USA (and 1 more)
- Xiao Ma 0011 — Nanjing University of Science and Technology, School of Computer Science and Engineering, Nanjing, China
- Xiao Ma 0012 — University of Houston, C. T. Bauer College of Business, Houston, TX, USA (and 2 more)
- Xiao Ma 0013 — Nottingham Trent University, Nottingham Business School, Nottingham, UK (and 1 more)
- Xiao Ma 0014 — University of Illinois at Urbana-Champaign, IL, USA (and 1 more)
- Xiao Ma 0015 — Chongqing University of Science and Technology, School of Intelligent Technology and Engineering, Chongqing, China
- Xiao Ma 0016 — University of Science and Technology of China, Key Laboratory of Brain Function and Diseases, Hefei, China (and 1 more)
- Xiao Ma 0017 — University of Delaware, Department of Electrical and Computer Engineering, Newark, DE, USA
- Xiao Ma 0018 — University of Hong Kong, Department of Electrical and Electronic Engineering, Hong Kong
- Xiao Ma 0019 — Mayo Clinic, Rochester, MN, USA
- Xiao Ma 0021 — Xidian University, School of Telecommunication Engineering, State Key Laboratory of Integrated Service Networks, Xi'an, China
- Xiao Ma 0022 — Beijing Language and Culture University, School of Information Science, Beijing, China
- Xiao Ma 0023 — Hong Kong Polytechnic University, Hong Kong
- Xiao Ma 0024 — LMU Munich, University Hospital, Department of Psychiatry and Psychotherapy, Munich, Germany
- Xiao Ma 0025 — University of Texas Southwestern Medical Center, Department of Bioinformatics, Dallas, TX, USA
- Xiao Ma 0026 — Chinese Academy of Sciences, Shenzhen Institute of Advanced Technology, Guangdong Provincial Key Laboratory of Computer Vision and Virtual Reality Technology, Shenzhen, China
- Xiao Ma 0027 — University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Urbana, IL, USA
- Xiao Ma 0028 — Alibaba Group, Beijing, China
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2020 – today
- 2024
[b1]Xiao Ma, Mengwei Xu, Qing Li, Yuanzhe Li, Ao Zhou, Shangguang Wang:
5G Edge Computing - Technologies, Applications and Future Visions. Springer 2024, ISBN 978-981-97-0212-1, pp. 1-206- [j34]Jie Huang, Sisi Li, Lipei Yang, Jianing Si, Xiao Ma, Shangguang Wang:
Multiparticipant Double Auction for Resource Allocation and Pricing in Edge Computing. IEEE Internet Things J. 11(8): 14007-14016 (2024) - [j33]Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Shangguang Wang:
Reliability-Aware Task Replication for Mobile Edge Computing. IEEE Internet Things J. 11(14): 24846-24857 (2024) - [j32]HongYan Wang, Qibo Sun, Qing Li, Xiao Ma, Shangguang Wang:
Online Request Replication for Obtaining Fresh Information Under Pull Model. IEEE Internet Things J. 11(16): 27864-27875 (2024) - [j31]Qiyang Zhang, Xiangying Che, Yijie Chen, Xiao Ma, Mengwei Xu, Schahram Dustdar, Xuanzhe Liu, Shangguang Wang:
A Comprehensive Deep Learning Library Benchmark and Optimal Library Selection. IEEE Trans. Mob. Comput. 23(5): 5069-5082 (2024) - [j30]Yuanzhe Li, Shangguang Wang, Yuanchun Li, Ao Zhou, Mengwei Xu, Xiao Ma, Yunxin Liu:
Seamless Cross-Edge Service Migration for Real-Time Rendering Applications. IEEE Trans. Mob. Comput. 23(6): 7084-7098 (2024) - [j29]Xishuo Li, Shan Zhang, Yuejiao Huang, Xiao Ma, Zhiyuan Wang, Hongbin Luo:
Towards Timely Video Analytics Services at the Network Edge. IEEE Trans. Mob. Comput. 23(11): 10443-10459 (2024) - [j28]Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Yue Wang, Gang Huang, Xuanzhe Liu:
Battery-Aware Energy Optimization for Satellite Edge Computing. IEEE Trans. Serv. Comput. 17(2): 437-451 (2024) - [c32]Xiang Li, Zhenyan Lu, Dongqi Cai, Xiao Ma, Mengwei Xu:
Large Language Models on Mobile Devices: Measurements, Analysis, and Insights. EdgeFM@MobiSys 2024: 1-6 - [c31]Jie Huang, Ruolin Xing, Xiao Ma, Ao Zhou, Shangguang Wang:
Profit-Aware Task Allocation in Satellite Computing. ICWS 2024: 696-706 - [c30]Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Yuanzhe Li, Shangguang Wang:
Flexible Shadow: Enhancing Service Reliability in Resource-Constrained Edge Computing. ICWS 2024: 767-777 - [c29]Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang:
Resource-efficient In-orbit Detection of Earth Objects. INFOCOM 2024: 551-560 - [c28]Yijie Chen, Qiyang Zhang, Ruolin Xing, Yuanzhe Li, Xiao Ma, Chaoxin Yu, Yiran Zhang, Ao Zhou, Shangguang Wang:
Energy-Aware Satellite-Ground Co-Inference via Layer-Wise Processing Schedule Optimization. Internetware 2024 - [c27]Jianing Tang, Ruolin Xing, Qibo Sun, Ao Zhou, Xiao Ma:
Poster: Service Orchestration for Satellite Computing. MobiSys 2024: 686-687 - [c26]Li Zhang, Zhe Fu, Boqing Shi, Xiang Li, Rujin Lai, Chenyang Yang, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu:
More is Different: Prototyping and Analyzing a New Form of Edge Server with Massive Mobile SoCs. USENIX ATC 2024: 285-302 - [i14]Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang:
Resource-efficient In-orbit Detection of Earth Objects. CoRR abs/2402.01675 (2024) - [i13]Xishuo Li, Shan Zhang, Yuejiao Huang, Xiao Ma, Zhiyuan Wang, Hongbin Luo:
Towards Timely Video Analytics Services at the Network Edge. CoRR abs/2406.14820 (2024) - [i12]Xishuo Li, Shan Zhang, Hongbin Luo, Xiao Ma, Junyi He:
Placing Timely Refreshing Services at the Network Edge. CoRR abs/2406.16280 (2024) - 2023
- [j27]Xishuo Li, Shan Zhang, Hongbin Luo, Xiao Ma, Junyi He:
Placing Timely Refreshing Services at the Network Edge. IEEE Internet Things J. 10(18): 16450-16464 (2023) - [j26]Chuntao Ding, Ao Zhou, Xiao Ma, Ning Zhang, Ching-Hsien Hsu, Shangguang Wang:
Towards Diversified IoT Image Recognition Services in Mobile Edge Computing. IEEE Trans. Cloud Comput. 11(1): 666-677 (2023) - [j25]Xiao Ma, Ao Zhou, Shan Zhang, Qing Li, Alex X. Liu, Shangguang Wang:
Dynamic Task Scheduling in Cloud-Assisted Mobile Edge Computing. IEEE Trans. Mob. Comput. 22(4): 2116-2130 (2023) - [j24]Qing Li, Xiao Ma, Ao Zhou, Xiapu Luo, Fangchun Yang, Shangguang Wang:
User-Oriented Edge Node Grouping in Mobile Edge Computing. IEEE Trans. Mob. Comput. 22(6): 3691-3705 (2023) - [j23]Qing Li, Xiao Ma, Ao Zhou, Changhee Joo, Shangguang Wang:
Online Service Request Duplicating for Vehicular Applications. IEEE Trans. Mob. Comput. 22(7): 4168-4180 (2023) - [c25]Yuwen Chen, Xiao Ma, Ao Zhou, Shangguang Wang:
Cooperative Content Caching and Distribution for Satellite CDNs. ICNP 2023: 1-6 - [c24]Yijie Chen, Qiyang Zhang, Yiran Zhang, Xiao Ma, Ao Zhou:
Energy and Time-Aware Inference Offloading for DNN-based Applications in LEO Satellites. ICNP 2023: 1-6 - [c23]Yuran Guo, Xiao Ma, Qibo Sun, Ao Zhou:
Freshness-aware Content Update for Earth Observation: Trading Off AoI and Accuracy. ICNP 2023: 1-6 - [c22]Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Shangguang Wang:
Optimizing Space-Borne Computation: A Reliability Enhancement Framework for LEO Constellation. ICPADS 2023: 2371-2378 - [c21]Ao Zhou, Sisi Li, Xiao Ma, Yiran Zhang, Shangguang Wang:
Container Image Similarity-Aware Resource Provisioning for Serverless Edge Computing. ICWS 2023: 278-288 - [c20]Xishuo Li, Shan Zhang, Yuejiao Huang, Xiao Ma, Zhiyuan Wang, Hongbin Luo:
Towards Timely Edge-assisted Video Analytics Services. ICWS 2023: 444-454 - [c19]Jinliang Yuan, Shangguang Wang, Shihe Wang, Yuanchun Li, Xiao Ma, Ao Zhou, Mengwei Xu:
Privacy as a Resource in Differentially Private Federated Learning. INFOCOM 2023: 1-10 - [c18]Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu:
Boosting DNN Cold Inference on Edge Devices. MobiSys 2023: 516-529 - [c17]Yanan Li, Haitao Yuan, Zhe Fu, Xiao Ma, Mengwei Xu, Shangguang Wang:
ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning. WWW 2023: 3056-3066 - [i11]Yijie Chen, Qiyang Zhang, Yiran Zhang, Xiao Ma, Ao Zhou:
Energy and Time-Aware Inference Offloading for DNN-based Applications in LEO Satellites. CoRR abs/2311.13509 (2023) - 2022
- [j22]Qiyang Zhang, Shangguang Wang, Ao Zhou, Xiao Ma:
Cost-aware edge server placement. Int. J. Web Grid Serv. 18(1): 83-98 (2022) - [j21]Mingzhe Yang, Shangguang Wang, Ning Zhang, Ao Zhou, Xiao Ma:
Survey on tracking and registration technology for mobile augmented reality. Int. J. Web Grid Serv. 18(2): 99-140 (2022) - [j20]Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang:
Profit-Aware Edge Server Placement. IEEE Internet Things J. 9(1): 55-67 (2022) - [j19]Qing Li, Shangguang Wang, Xiao Ma, Qibo Sun, Houpeng Wang, Suzhi Cao, Fangchun Yang:
Service Coverage for Satellite Edge Computing. IEEE Internet Things J. 9(1): 695-705 (2022) - [j18]Ao Zhou, Sisi Li, Xiao Ma, Shangguang Wang:
Service-Oriented Resource Allocation for Blockchain-Empowered Mobile Edge Computing. IEEE J. Sel. Areas Commun. 40(12): 3391-3404 (2022) - [j17]Qing Li, Shangguang Wang, Ao Zhou, Xiao Ma, Fangchun Yang, Alex X. Liu:
QoS Driven Task Offloading With Statistical Guarantee in Mobile Edge Computing. IEEE Trans. Mob. Comput. 21(1): 278-290 (2022) - [j16]Chuntao Ding, Ao Zhou, Xiulong Liu, Xiao Ma, Shangguang Wang:
Resource-Aware Feature Extraction in Mobile Edge Computing. IEEE Trans. Mob. Comput. 21(1): 321-331 (2022) - [j15]Ao Zhou, Xiao Ma, Siyi Gao, Shangguang Wang:
Providing Reliable Service for Parked-vehicle-assisted Mobile Edge Computing. ACM Trans. Internet Techn. 22(4): 91:1-91:24 (2022) - [c16]Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang:
Collaborative Mobile Edge Computing Through UPF Selection. CollaborateCom (2) 2022: 345-362 - [c15]Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu:
A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. WWW 2022: 3298-3307 - [c14]Sisi Li, Ao Zhou, Xiao Ma, Mengwei Xu, Shangguang Wang:
Commutativity-guaranteed Docker Image Reconstruction towards Effective Layer Sharing. WWW 2022: 3358-3366 - [i10]Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu:
A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. CoRR abs/2202.06512 (2022) - [i9]Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Fangchun Yang:
Towards Sustainable Satellite Edge Computing. CoRR abs/2203.06065 (2022) - [i8]Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu:
Understanding and Optimizing Deep Learning Cold-Start Latency on Edge Devices. CoRR abs/2206.07446 (2022) - [i7]Ruolin Xing, Xiao Ma, Ao Zhou, Schahram Dustdar, Shangguang Wang:
From Earth to Space: A First Deployment of 5G Core Network on Satellite. CoRR abs/2210.05405 (2022) - [i6]Li Zhang, Zhe Fu, Boqing Shi, Xiang Li, Rujin Lai, Chenyang Chen, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu:
SoC-Cluster as an Edge Server: an Application-driven Measurement Study. CoRR abs/2212.12842 (2022) - 2021
- [j14]Xiao Ma, Ao Zhou, Qibo Sun, Shangguang Wang:
Freshness-Aware Information Update and Computation Offloading in Mobile-Edge Computing. IEEE Internet Things J. 8(16): 13115-13125 (2021) - [j13]Yuanzhe Li, Xiao Ma, Mengwei Xu, Ao Zhou, Qibo Sun, Ning Zhang, Shangguang Wang:
Joint Placement of UPF and Edge Server for 6G Network. IEEE Internet Things J. 8(22): 16370-16378 (2021) - [j12]Qibo Sun, Jinliang Xu, Xiao Ma, Ao Zhou, Ching-Hsien Hsu, Shangguang Wang:
Edge-Enabled Distributed Deep Learning for 5G Privacy Protection. IEEE Netw. 35(4): 213-219 (2021) - [j11]Xiao Ma, Shangguang Wang, Shan Zhang, Peng Yang, Chuang Lin, Xuemin Shen:
Cost-Efficient Resource Provisioning for Dynamic Requests in Cloud Assisted Mobile Edge Computing. IEEE Trans. Cloud Comput. 9(3): 968-980 (2021) - [j10]Shan Zhang, Liudi Wang, Hongbin Luo, Xiao Ma, Sheng Zhou:
AoI-Delay Tradeoff in Mobile Edge Caching With Freshness-Aware Content Refreshing. IEEE Trans. Wirel. Commun. 20(8): 5329-5342 (2021) - [c13]Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Fangchun Yang:
Towards Sustainable Satellite Edge Computing. EDGE 2021: 1-8 - [c12]Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun:
Tiansuan Constellation: An Open Research Platform. EDGE 2021: 94-101 - [c11]Mengwei Xu, Zhe Fu, Xiao Ma, Li Zhang, Yanan Li, Feng Qian, Shangguang Wang, Ke Li, Jingyu Yang, Xuanzhe Liu:
From cloud to edge: a first look at public edge platforms. Internet Measurement Conference 2021: 37-53 - [i5]Mengwei Xu, Zhe Fu, Xiao Ma, Li Zhang, Yanan Li, Feng Qian, Shangguang Wang, Ke Li, Jingyu Yang, Xuanzhe Liu:
From Cloud to Edge: A First Look at Public Edge Platforms. CoRR abs/2109.03395 (2021) - [i4]Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun:
Tiansuan Constellation: An Open Research Platform. CoRR abs/2112.14957 (2021) - 2020
- [j9]Yujiong Liu, Shangguang Wang, Qinglin Zhao, Shiyu Du, Ao Zhou, Xiao Ma, Fangchun Yang:
Dependency-Aware Task Scheduling in Vehicular Edge Computing. IEEE Internet Things J. 7(6): 4961-4971 (2020) - [j8]Jinliang Xu, Xiao Ma, Ao Zhou, Qiang Duan, Shangguang Wang:
Path Selection for Seamless Service Migration in Vehicular Edge Computing. IEEE Internet Things J. 7(9): 9040-9049 (2020) - [j7]Ao Zhou, Shangguang Wang, Xiao Ma, Stephen S. Yau:
Towards Service Composition Aware Virtual Machine Migration Approach in the Cloud. IEEE Trans. Serv. Comput. 13(4): 735-744 (2020) - [c10]Chuntao Ding, Ao Zhou, Xiao Ma, Shangguang Wang:
Cognitive Service in Mobile Edge Computing. ICWS 2020: 181-188 - [c9]Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang:
Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing. INFOCOM 2020: 2076-2085 - [i3]Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang:
Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing. CoRR abs/2002.01358 (2020) - [i2]Shan Zhang, Liudi Wang, Hongbin Luo, Xiao Ma, Sheng Zhou:
AoI-Delay Tradeoff in Mobile Edge Caching with Freshness-Aware Content Refreshing. CoRR abs/2002.05868 (2020) - [i1]Jinliang Yuan, Mengwei Xu, Xiao Ma, Ao Zhou, Xuanzhe Liu, Shangguang Wang:
Hierarchical Federated Learning through LAN-WAN Orchestration. CoRR abs/2010.11612 (2020)
2010 – 2019
- 2019
- [j6]Puheng Zhang, Xiao Ma, Yanping Xiao, Wenzhuo Li, Chuang Lin:
Two-level task scheduling with multi-objectives in geo-distributed and large-scale SaaS cloud. World Wide Web 22(6): 2291-2319 (2019) - [c8]Shan Zhang, Liudi Wang, Hongbin Luo, Xiao Ma, Sheng Zhou:
Age of Information and Delay Tradeoff with Freshness-Aware Mobile Edge Cache Update. GLOBECOM 2019: 1-6 - 2018
- [j5]Xiao Ma, Chuang Lin, Han Zhang, Jianwei Liu:
Energy-Aware Computation Offloading of IoT Sensors in Cloudlet-Based Mobile Edge Computing. Sensors 18(6): 1945 (2018) - 2017
- [c7]Xiao Ma, Shan Zhang, Peng Yang, Ning Zhang, Chuang Lin, Xuemin Shen:
Cost-Efficient Resource Provisioning in Cloud Assisted Mobile Edge Computing. GLOBECOM 2017: 1-6 - [c6]Xiao Ma, Shan Zhang, Wenzhuo Li, Puheng Zhang, Chuang Lin, Xuemin Shen:
Cost-efficient workload scheduling in Cloud Assisted Mobile Edge Computing. IWQoS 2017: 1-10 - [c5]Puheng Zhang, Chuang Lin, Wenzhuo Li, Xiao Ma:
Long-Term Multi-objective Task Scheduling with Diff-Serv in Hybrid Clouds. WISE (1) 2017: 243-258 - 2016
- [c4]Puheng Zhang, Chuang Lin, Xiao Ma, Fengyuan Ren, Wenzhuo Li:
Monitoring-Based Task Scheduling in Large-Scale SaaS Cloud. ICSOC 2016: 140-156 - 2015
- [j4]Yong Cui, Xiao Ma, Xiuzhen Cheng, Minming Li, Jiangchuan Liu, Tianze Ma, Yihua Guo, Biao Chen:
Cooperative Coverage Extension for Relay-Union Networks. IEEE Trans. Parallel Distributed Syst. 26(2): 371-381 (2015) - [c3]Zeqi Lai, Yong Cui, Yayun Bao, Jiangchuan Liu, Yingchao Zhao, Xiao Ma:
Joint Media Streaming Optimization of Energy and Rebuffering Time in Cellular Networks. ICPP 2015: 400-409 - [c2]Xiao Ma, Chuang Lin, Xudong Xiang, Congjie Chen:
Game-theoretic Analysis of Computation Offloading for Cloudlet-based Mobile Cloud Computing. MSWiM 2015: 271-278 - 2014
- [j3]Yong Cui, Xiao Ma, Jiangchuan Liu, Lian Wang, Yuri Ismailov:
Policy-based flow control for multi-homed mobile terminals with IEEE 802.11u standard. Comput. Commun. 39: 33-40 (2014) - [j2]Lian Wang, Yong Cui, Ivan Stojmenovic, Xiao Ma, Jian Song:
Energy efficiency on location based applications in mobile cloud computing: a survey. Computing 96(7): 569-585 (2014) - 2013
- [j1]Yong Cui, Xiao Ma, Hongyi Wang, Ivan Stojmenovic, Jiangchuan Liu:
A Survey of Energy Efficient Wireless Transmission and Modeling in Mobile Cloud Computing. Mob. Networks Appl. 18(1): 148-155 (2013) - 2012
- [c1]Xiao Ma, Yong Cui, Ivan Stojmenovic:
Energy Efficiency on Location Based Applications in Mobile Cloud Computing: A Survey. ANT/MobiWIS 2012: 577-584
Coauthor Index
[b1] [j34] [j33] [j32] [j31] [j30] [j28] [c31] [c30] [c29] [c28] [c26] [i14] [j26] [j25] [j24] [j23] [c25] [c22] [c21] [c19] [c18] [c17] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [c16] [c15] [c14] [i10] [i9] [i8] [i7] [i6] [j14] [j13] [j12] [j11] [c13] [c12] [c11] [i5] [i4] [j9] [j8] [j7] [c10] [c9] [i3] [i1]
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