ONTOLOGÍA NISQA GAS

I am Xiaofei Wang, currently a full professor in Tianjin University. My research interests include future internet, edge computing, 5G mobile networks, social big data and so on. ❤ I am quite an interest-driven guy, and I love music, movie, eating, and traveling... Research is luxurious, but life isn't. Howsoever, we must enjoy both. ☕
我是�晓�，目�是天津大学的教�，我的科研工作主�是边缘计算�边缘智能�区�链�物�网�智慧�市等。我是�为兴趣驱动的那�人，喜欢音�，电影，�食，旅行…… 科研其�是�常奢侈的，但生活并�是，无论如何，我们�学会享�两者。

♫ I am looking for brilliant students with dreams - let's realize them together!
我正在寻觅怀�梦想的年轻人，让我们一起����梦�!

✌ 2024.10 - "Starting anew with the end in mind!" Our blockchain-based multi-granularity federated learning framework paper, Multi-Granularity Federated Learning by Graph-Partitioning, has been officially accepted by IEEE Transactions on Cloud Computing (CCF-C, JCR-2, IF:5.3). This paper proposes a multi-granularity federated learning framework, GP-MGFL, deployed on blockchain. By fully leveraging blockchain’s security advantages, it enables low-overhead, multi-granularity client collaboration, significantly enhancing model accuracy. We hope the team can produce even more outstanding papers. Let’s keep up the great work! Congratulations!
2024.10 - “以终为始，�出�!� 我们的区�链多粒度�邦学习框�《Multi-Granularity Federated Learning by Graph-Partitioning》被IEEE Transactions on Cloud Computing (CCF-C类, JCR-2, IF:5.3)正�录用。该论文�出了一�部署在区�链上的多粒度分组�邦学习框�GP-MGFL，在充分利用区�链带�的安全优势下，��较�开销的多粒度客户端的�作训练，大幅��了模�的准确性。希望团队能够�出更多更好的论文，加油�

✌ 2024.10 -Congratulations! Our research paper "Multi-granularity Weighted Federated Learning for Heterogeneous Edge Computing" has been officially accepted by IEEE Transactions on Services Computing (TSC, CCF-A, JCR-1, IF:5.5). Let us continue to climb the peaks of academia and forge ahead in the field of federated learning! ğŸ�‰
2024.10 - �贺�我们的研究��《Multi-granularity Weighted Federated Learning for Heterogeneous Edge Computing》被IEEE Transactions on Services Computing (TSC, CCF-A类, JCR-1, IF:5.5)正�录用。该论文�出了一�多粒度�邦学习框�MGW-FL，强调在��数�分布下具有��数�粒度和模�规模的客户端之间的高效�作训练，大幅��了准确性和收敛效�。让我们继续攀登学术高峰，在�邦学习领域砥砺�行!�

✌ 2024.10 - During this special National Day, our research "Tango: Harmonious Optimization for Mixed Services in Kubernetes-Based Edge Clouds" has been officially accepted by IEEE Transactions on Services Computing (TSC, CCF-A, JCR-1, IF: 8.10). Let us continue to climb the peaks of academia and press ahead with determination. Congratulations!
2024.10 - “一��舟，载梦而行!� 在国庆的特别时刻，我们关�边缘云混��务部署的研究��《Tango: Harmonious Optimization for Mixed Services in Kubernetes-Based Edge Clouds》被IEEE Transactions on Services Computing (JCR-1, CCF-A类, IF:8.10)正�录用。让我们继续攀登学术的高峰，砥砺�行。�喜�

✌ 2024.9 - On this enchanting Mid-Autumn Festival night, our survey "Socialized Learning: A Paradigm Shift for Edge Intelligence in Networked Systems" has been accepted by IEEE Communications Surveys & Tutorials (CAS Q1, IF: 34.4)! ğŸ�‰ğŸŒ“ It proposes a pioneering "socialized learning + edge intelligence" paradigm to address the challenges of edge intelligence, enhancing performance and collaboration. 🚀 Grateful for the team's efforts! 💪 Wishing all a joyous festival, and let's continue making strides in intelligent networking! 🥮🌟
2024.9 - 花好月圆夜,�报传佳音!� 我们在边缘智能领域的最新综述《Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systems》被IEEE Communications Surveys & Tutorials (中科院一区, IF:34.4)录用!该文�焦边缘智能(EI)�展困境,独辟蹊径,�出"社会化学习+边缘智能"��新范�,利用社会化学习(SL)的人类社会��交互�想��EI系统性能,为智能�作注入新动力!🚀 感谢团队所有�员的辛勤付出!💪 值此中秋佳节,�愿大家阖家欢�,未�让我们�手并进,在智能网络�沿续写辉煌!🥮🌟

✌ 2024.7 - A proud moment for the team! Four of our papers have been accepted at IEEE GLOBECOM 2024! These papers reflect our contributions on resource management, scheduling, and green AI in edge-cloud systems. Each paper represents countless hours of hard work and collaboration from the team. Special thanks to Zejun, Zhaobin, Meng, and Ziyi for leading these projects to success. As the saying goes, “There will be times when the winds and waves are favorable, and we will sail the sea with our sails hoisted high.â€� We are confident, ready to sail forward and reach new heights. Congratulations to everyone involved!
2024.7 - 值得骄傲的时刻�我们的四篇论文被IEEE GLOBECOM 2024会议录用�这些论文展示了我们在资�管��调度和绿色AI边缘云系统方�的�沿工作。�篇论文都��了团队无数的努力和�作。特别感谢泽军�兆斌�田猛和紫怡带领这些论文�得�功。正如诗�所言，“长�破浪会有时，直挂云帆�沧海�，我们满怀信心，乘�破浪，勇敢追�新的高峰。�贺所有��者�

✌ 2024.5 - Our latest research, "A Socialized Learning-Based Scheduling Framework in Intricate Edge Clouds," has been accepted for publication in IEEE Transactions on Services Computing (TSC, CCF-A, JCR-1, IF: 8.10)! 🚀 This paper proposes a SocialEdge scheduling framework tailored to complex scenarios such as heterogeneous resources and edge-cloud collaboration, resulting in significant improvements in system efficiency, stability, and cost control. This marks a significant stride forward for us in the new year. Let's continue to strive for excellence and explore further in the field of edge computing scheduling optimization! Congratulations!
2024.5 - �贺�我们云边系统资�调度方�的最新研究��《A Socialized Learning-Based Scheduling Framework in Intricate Edge Clouds》喜�IEEE Transactions on Services Computing (TSC, CCF-A, JCR-1, IF: 8.10)期刊录用!🚀论文针对异�资��边云��等��场景,�出了一�社会化学习调度框�SocialEdge,在系统效��稳定性和�本�制方��得了显著��。这是我们在新的一年中迈出的��一步,未�让我们����,在边缘计算调度优化领域继续�索!

✌ 2024.3 - Our article "Dual-Level Resource Provisioning and Heterogeneous Auction for Mobile Metaverse", has finally been accepted by IEEE Transactions on Mobile Computing, Congratulations!
“平芜尽处是春山��我们关�算力网络业务应用的资�分�工作《Dual-Level Resource Provisioning and Heterogeneous Auction for Mobile Metaverse》被IEEE Transactions on Mobile Computing (IF: 7.90, JCR-1, CCF-A) 正�录用。�喜�未�让我们立足算力网络新挑战，�进算力网络应用生根�芽�

✌ 2024.2 - Carving joy in the sounds of February, our model inference service scheduling study, MoEI: Mobility-aware Edge Inference Based on Model Partition and Service Migration, has been accepted into the IEEE Transactions on Mobile Computing (CCF-A). We wish you a happy Chinese New Year!
在二月的声音中刻下喜悦，我们一篇模����务调度研究 《MoEI: Mobility-aware Edge Inference Based on Model Partition and Service Migration》录�到了 IEEE Transactions on Mobile Computing (CCF-A) 。预�新春快��

✌ 2024.1 - With the arrival of 2024, our papers on green edge computing, "F²NAS: Flexible Federated Neural Architecture Search in Green Edge Computing," the request scheduling optimization paper "CrossLearning: Vertical and Horizontal Learning for Request Scheduling in Edge-Cloud Systems," and the energy consumption-focused paper "Energy-Efficient User Allocation and Content Updating in Mobile Edge Computing Networks" have been successfully accepted by IEEE ICC. This marks a great start for us in 2024, inspiring us to continue striving at the forefront of the international computing network field, with perseverance and determination!
伴��2024到�的脚步，我们的关�绿色边缘计算的《F²NAS: Flexible Federated Neural Architecture Search in Green Edge Computing》，请求调度优化论文《CrossLearning: Vertical and Horizontal Learning for Request Scheduling in Edge-Cloud Systems》，以���能能耗的内容更新策略论文《Energy-Efficient User Allocation and Content Updating in Mobile Edge Computing Networks》顺利被IEEE ICC收录。这给了我们2024年的一个好的开端，让我们继续奋斗在算力网络国际�沿，脚��地，砥砺�行�

✌ 2024.1 - Our article "Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services", has finally been accepted by IEEE Transactions on Services Computing, Congratulations!
“学�践悟，细照笃行��我们关�边缘云�务的并行资�分�工作《Paramart: Parallel Resource Allocation Based on Blockchain Sharding for Edge-Cloud Services》被IEEE Transactions on Services Computing (IF: 8.10, JCR-1, CCF-A) 正�录用。�喜�未�让我们继续奋斗在算力网络国际�沿，脚��地，砥砺�行�

✌ 2023.12 - In this cold winter, the edge computing research group has welcomed a warm spring. As the saying goes, "A sharp sword is forged from grinding, and the fragrance of plum blossoms comes from the bitter cold." On the path of scientific research, we have persisted against challenges and finally arrived at a season of harvest. Our in-depth exploration and technical strength in the field of edge computing have received high recognition in the international academic community. At the prestigious international communications conference INFOCOM 2024 (CCF-A, acceptance rate 19.6%), all four papers submitted by our research group were accepted, achieving a 100% acceptance rate and marking a new breakthrough for our group at INFOCOM! Congratulations!
在这个寒冷的冬季，边缘计算课题组��了温暖的春�。所谓“�剑锋�磨砺出，梅花香自苦寒��，我们在科研的�路上咬定�山�放�，终���了收�的季节。我们在边缘计算领域的深入�索和技术�力�得了国际学术界的高度认�。在国际通讯旗舰级会议INFOCOM2024（CCF-A， 录��19.6%）上，课题组投稿的4篇论文(直播收入优化调度Seer，大规模边缘云测�框�QM-RGNN，好奇心机制下的�作请求调度机制Cur-CoEdge，以�全方�容器部署优化方案BREAK)全部�录用，��了100%的中稿�，��了�组在INFOCOM的新�破� �期，我们的公众�闪亮登场， 欢�大家�微信�索关注��索关键�：Edge Big Bang Group】�

✌ 2023.08 - We are happy to hear that five papers have been accepted in the IEEE GLOBECOM conference, and our group has made new progress in the fields of cost optimization, resource scheduling, green computing, and real-time analysis of edge computing! Thanks for everyone's diligent and hardworking! Congratulations ~
在这“足蒸暑土气，背��天光�的八月，喜闻课题组五篇论文被IEEE GLOBECOM会议收录，课题组在边缘计算的�本优化�资�调度�绿色计算��时分�等领域�得了新的进展� 为�学们的勤奋和努力点�� �喜~

✌ 2023.07 - Another breakthrough! Our paper titled "A Large-scale Holistic Measurement of Crowdsourced Edge Cloud Platform" has been accepted by the top journal "Springer World Wide Web" in the field of measurement. Congratulations! This also marks a milestone for our research group with over 100 journal papers. We hope our students will continue to create more meaningful research work!
�破�我们的论文《A Large-scale Holistic Measurement of Crowdsourced Edge Cloud Platform》被测�领域的顶级期刊Springer World Wide Web录用。�喜�这也是课题组期刊论文�破100篇的一个milestone�希望�学们继续创造更多更有�义的科研工作�

✌ 2023.06 - Breakthrough! Our paper titled "Tango: Harmonious Management and Scheduling for Mixed Services Co-located among Distributed Edge-Clouds" has been accepted by the ACM International Conference on Parallel Processing (ICPP). This research has proposed a framework for managing and scheduling mixed services in Kubernetes-based edge-cloud systems. This is an important step forward in the field of network systems. Congratulations!
�破�我们的论文《Tango: Harmonious Management and Scheduling for Mixed Services Co-located among Distributed Edge-Clouds》被ACM International Conference on Parallel Processing (ICPP) 录用。这项研究�出了一个��Kubernetes的用�管�和调度边缘云中混��务的��。“立志欲��欲�，�功在久�在速�，这是我们在网络系统方�上的��一步��喜�

✌ 2023.05 - Congratulations! Our paper titled "Quicklayer: A Layer-Stack-Oriented Accelerating Middleware for Fast Deployment in Edge Clouds" has been accepted by the ACM Asia-Pacific Workshop on Networking (APNet). Congratulations!
�贺�我们的论文《Quicklayer: A Layer-Stack-Oriented Accelerating Middleware for Fast Deployment in Edge Clouds》被ACM Asia-Pacific Workshop on Networking (APNet) 录用，�喜�

✌ 2023.5 - The latest research by the team titled "One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms" has been accepted by the top-tier data mining conference ACM SIGKDD! This groundbreaking work provides a unified approach for dynamic workload prediction on multi-tenant edge cloud platforms, offering a new optimal paradigm for the industry. Congratulations to all team members for achieving such an important milestone! We look forward to their continued breakthroughs in the field of edge cloud! Congratulations!
��破��贺课题组最新论文入选ACM SIGKDD】课题组最新研究《One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms》喜�数�挖�领域顶级会议ACM SIGKDD录用�这项�破性工作在多租户边缘云平�上统一了动�的工作负载预测，为行业�供了新的最优范�。�喜团队�员�得如此��的�就�期待他们在边缘云领域继续�得更多�破�

✌ 2023.5 - Our article on a quantum blockchain-driven Web 3.0, "When Quantum Information Technologies Meet Blockchain in Web 3.0", has finally been accepted by IEEE Network, Congratulations!
“以学促行，以行践学�，我们一篇关���区�链驱动web3.0的研究 《When Quantum Information Technologies Meet Blockchain in Web 3.0》录�到了 IEEE Network(IF:10.294, SCI-1) 上，�喜�

✌ 2023.4 - Exciting news! It's great! Our research on social learning-based request scheduling optimization, SocialEdge: Socialized Learning-Based Request Scheduling for Edge-Cloud Systems, was accepted to IEEE International Conference on Distributed Computing Systems (CCF-B) ~ Congratulations !
太棒啦�我们一篇基�社会化学习的请求调度优化研究 《SocialEdge: Socialized Learning-Based Request Scheduling for Edge-Cloud Systems》录�到了 IEEE International Conference on Distributed Computing Systems (CCF-B) 感谢���学的努力�

✌ 2023.4 - Exciting news! Our research work "Collaborative Learning-Based Scheduling for Kubernetes-Oriented Edge-Cloud Network" has finally been accepted by IEEE/ACM ToN, Congratulations!
“知行�一，方能致远�� �贺课题组��Kubernetes��的调度优化研究 《Collaborative Learning-Based Scheduling for Kubernetes-Oriented Edge-Cloud Network》录�到了 IEEE/ACM Transactions on Networking（CCF-A/JCR-1）! 让我们��索云边网络的无��能�~~�喜�

✌ 2023.4 - In this beautiful April, our two papers for IWQoS, titled "How Far Have Edge Clouds Gone? A Spatial-Temporal Analysis of Edge Network Latency In the Wild" and "A Holistic QoS View of Crowdsourced Edge Cloud Platform", have been successfully accepted by the conference committee. These works have deeply explored the distribution of service quality in edge clouds, providing an important baseline for subsequent optimization work. We will continue to cultivate on this scientific path and hope to achieve more and better results in the future. Congratulations!
"百啭黄鹂看��，海棠无数出墙头" 在这海棠�相绽放的�好四月，课题组也收到了两份录用通知——我们的两篇IWQoS文章《How Far Have Edge Clouds Gone? A Spatial-Temporal Analysis of Edge Network Latency In the Wild》和《A Holistic QoS View of Crowdsourced Edge Cloud Platform》�功被大会组委会�收。两篇工作深入的�讨了边缘云的�务质�分布，为�续的优化工作�供了��基线。我们将继续在这�科学之路上默默耕耘，希望未�能够�得更多更好的��。�喜~

✌ 2023.3 - Elsevier officially released the "China Highly Cited Researchers" list for 2022, which includes a total of 214 Chinese highly cited researchers in the field of computer science. I am honored to be one of the 214 people on this list, and this honor will also inspire us to strive for even higher academic achievements with greater impact! Congratulations ~
爱�唯尔（Elsevier）出版公�正��布了2022年“中国高被引学者 �榜�，其中计算机科学上榜的中国高被引学者共有214人。很�幸�为这214人中的一员，这份�誉也将激励�我们进一步冲击更高的�影�力更大的学术����喜 ~

✌ 2023.3 -Good news! I have been invited to serve as an Associate Editor for IEEE Communications Surveys and Tutorials (COMST), which is in the top 1% of journals in the 1st quartile of the Chinese Academy of Sciences and has an impact factor of 33.84 under IEEE. I will definitely do my best to provide excellent academic service!
喜讯�我�邀担任中科院1区�影�因�33.84的IEEE Communications Surveys and Tutorials (COMST)（IEEE旗下影�因�最高的期刊）的Associate Editor副编委，我一定会尽心尽力�好学术�务�

✌ 2023.3 - Exciting news! Our research work "Heterogeneous Edge Caching based on Actor-Critic Learning with Attention Mechanism Aiding" has finally been accepted by TNSE, Congratulations!
“海内’存‘知己，天涯若比邻� 我们关�边缘缓存的研究工作 "Heterogeneous Edge Caching based on Actor-Critic Learning with Attention Mechanism Aiding" 被TNSE (CAS/JCR-2, IF:5.213) 正�录用�让我们为边缘缓存��作事业添砖加瓦~~ �喜�

✌ 2023.3 - Exciting news! Our research work "CompCube: A Space-Time-Request Resource Trading Framework for Edge-Cloud Service Market" has finally been accepted by TSC, Congratulations!
石以砥焉，化�为利�我们关�边缘云�务市场资�交易的研究工作“CompCube: A Space-Time-Request Resource Trading Framework for Edge-Cloud Service Market�被IEEE Transactions on Services Computing (IF: 11.019, CAS/JCR-1, CCF-A) 正�录用�让我们在算力网络的黄金时代继续勇攀新高峰~~�喜�

✌ 2023.2 - Our paper, "AImers-6G: AI-Driven Region-Temporal Resource Provisioning for 6G Immersive Services", has finally been accepted by IEEE Wireless Communications Magazine, Congratulations!
�贺课题组最新的 6G智能沉浸��务�算力供应的相关工作 《AImers-6G: AI-Driven Region-Temporal Resource Provisioning for 6G Immersive Services》录�到了 IEEE Wireless Communications（中科院1区，影�因�12.7）! 元宇宙时代到�了，我们大干一场�~~�喜�

✌ 2022.10 - Our paper, "Fine-grained Spatio-Temporal Distribution Prediction of Mobile Content Delivery in 5G Ultra-Dense Networks", has finally been accepted by IEEE TMC, Congratulations!
"努力终会有�报��" 我们的关�高密度网络下内容时空分布预测的文章《Fine-grained Spatio-Temporal Distribution Prediction of Mobile Content Delivery in 5G Ultra-Dense Networks》被IEEE TMC (IF:6.075, SCI-1/CCF-A)录�，�喜�

✌ 2022.10 - Our article on measurement-driven D2D offline sharing, "A Measurement-driven Analysis and Prediction of Content Propagation in the Device-to-Device Social Networks", has finally been accepted by IEEE TKDE, Congratulations!
"��功夫深，��磨�针�" 我们的关�测�驱动的D2D线下分享的文章《A Measurement-driven Analysis and Prediction of Content Propagation in the Device-to-Device Social Networks》在��若干次修改�终�被IEEE TKDE (IF:9.23, SCI-1/CCF-A)录�，�喜�

✌ 2022.10 - Congratulations to the group for a good harvest! Our two papers "EdgeMatrix: A Resource-redefined Scheduling Framework for SLA-guaranteed Multi-Tier Edge-cloud Computing Systems" and "Federated Deep Reinforcement Learning for Recommendation-enabled Edge Caching in Mobile Edge-Cloud Computing Networks" cooperated with Chongqing University have been accepted by IEEE JASC, a CCF-A class, JCR-1 journal. Congratulations!
"播�百谷，既庭且硕"，�是一年秋�到，�喜课题组喜�丰收�课题组1篇��SLA的Multi-Tier场景下的边缘云调度方案的论文 《EdgeMatrix: A Resource-redefined Scheduling Framework for SLA-guaranteed Multi-Tier Edge-cloud Computing Systems》和1篇��庆大学�作的基��邦深度学习的边缘缓存的论文《Federated Deep Reinforcement Learning for Recommendation-enabled Edge Caching in Mobile Edge-Cloud Computing Networks》 �时被CCF-A类，JCR-1区期刊IEEE JASC（IF：13.081）录�，�喜�

✌ 2022.10 - Surprise is always left to the people who are prepared! Work hard and you will succeed! Our paper "Hastening Stream Offloading of Inference via Multi-exit DNNs in Mobile Edge Computing" has been accepted by IEEE TMC! Congratulations!
惊喜总是留给有准备的人，努力就会�功��喜课题组喜�1区A类论文TMC(IF:6.075, CCF-A/JCR-1/CAS-2)一篇：《Hastening Stream Offloading of Inference via Multi-exit DNNs in Mobile Edge Computing》��喜�

✌ 2022.10 - Great! Our "In-Edge AI" paper won the 2022 IEEE ComSoc APB Outstanding Paper Award! It can be seen that forward-looking scientific research work can be lasting to produce stronger and stronger influence. This paper, published in 2019, continues to receive high readership and citation and is increasingly recognized by academia and industry. I hope that our future work must be advanced and forward-looking, and reflect the philosophy behind the technology. Congratulations!
课题组《In-Edge AI》论文�得了2022年度IEEE ComSoc亚太地区的最佳论文奖�好的��性的科研工作�以�久产生越�越强影�力，这篇19年的论文�续�得很高的阅读�和引用力度，得到了越�越多学界和产业界的认�。希望课题组未�的工作一定�体�先进性，��性，�考到科研技术�展的背�哲学。��加油���喜�

✌ 2022.09 - Great! We have pulished another book "Integrating Edge Intelligence and Blockchain", which may be the bombshell in edge computing and blockchain! In this book we systematically explore the frameworks of edge intelligence and blockchain. It is a good addition to the new infrastructure such as arithmetic network and web3. Congratulations!
课题�一本著作�世�《边缘智能�区�链》或将�为边缘计算和区�链领域的�磅炸弹�其中系统性�讨了边缘智能�区�链��框�，为算力网络�web3等新基建添砖加瓦��喜�

✌ 2022.07 - Great! Our paper "InFEDge: A Blockchain-based Incentive Mechanism in Hierarchical Federated Learning for End-Edge-Cloud Communications" (CAS/JCR-1, IF:13.081) is accepted in IEEE JSAC. Congratulations!
�喜临门! 我们�一篇关��邦学习和激励机制的文章 "InFEDge: A Blockchain-based Incentive Mechanism in Hierarchical Federated Learning for End-Edge-Cloud Communications" (中科院1区, 影�因�:13.081)，被网络通讯领域顶刊IEEE JSAC录用， �喜!

✌ 2022.07 - Our paper “AI-Bazaar: A Cloud-Edge Computing Power Trading Framework for Ubiquitous AI Servicesâ€� (CAS/JCR-1, IF:5.697) is accepted in IEEE TCC. Congratulations!
喜�丰收! 我们一篇关�边云算力资�交易的文章 “AI-Bazaar: A Cloud-Edge Computing Power Trading Framework for Ubiquitous AI Services� (中科院1区, 影�因�:5.697)，被IEEE TCC录用啦，�喜�

✌ 2022.06 - Great! Our pioneering research “Integrating Edge Intelligence and Blockchain: What, Why, and Howâ€� is accepted in IEEE COMST (CAS/JCR-1, IF: 33.840). This is a huge breakthrough. Congratulations!
太棒啦! 我们一篇关�边缘智能和区�链��的开拓性文章"Integrating Edge Intelligence and Blockchain: What, Why, and How"被行业顶级期刊IEEE COMST录用（中科院1区，影�因�:33.840），�是一次伟大的�破! Congratulations!

✌ 2022.04 - This is a milestone of our group. Congratulations to our group for receiving the "First Class Prize of Tianjin Scientific and Technological Progress Award"! We hope that we will continue to move forward and climb to new heights without fear of hardship.!
“�剑锋�磨砺出，梅花香自苦寒��，我们的努力�得了阶段性的认���喜课题组喜�“天津市科学技术进步一等奖��希望我们砥砺�行，��艰难，勇攀新的高峰�

✌ 2022.04 - "If you plant a grain of corn in spring, you will harvest ten thousand seeds in autumn." Thanks to the hard work and dedication of all the faculty and students, I have been selected as Most Cited Chinese Researches for 2021. Keep persisting, and make sure to do influential and excellent research and technical work with quality!
“春�一粒粟，秋收万颗�� 感谢��师生的努力和付出，入选了2021年度高被引学者。大家�续��，一定��有影�力的�越的有�质的科研技术工作�

✌ 2022.01 - Good news for the New Year. Our paper "Hierarchical Reinforcement Learning for Blockchain-assisted Software Defined Industrial Energy Market" has been accepted in IEEE TII (CAS/JCR-1, IF:10.215). Congratulations!
新年的好消�，我们关�能�交易分层�弈�强化学习的论文"Hierarchical Reinforcement Learning for Blockchain-assisted Software Defined Industrial Energy Market"录�到了IEEE TII上（中科院1区，影�因�10.215），�喜�

✌ 2021.12 - Our paper "A Resources Redefined Edge-Cloud System for Prioritized Services" is accepted in INFOCOM (CCF-A)! Thanks all for your hard work!
太棒啦�我们一篇关�云边端资�优化的论文“A Resources Redefined Edge-Cloud System for Prioritized Services�录�在了A类顶会INFOCOM上�感谢���学的努力�

✌ 2021.10 - Congratulations to the team who participated in wezhong blockchain competition and won the fifth place in the national finals!
�喜�加微众区�链比赛的�队�得全国总决赛第五��很优秀�大家辛苦了�

✌ 2021.10 - The 5G vertical personnel identity verification system we assisted won the first prize of 5G Blooming Cup National Public Safety Track. Congratulations!
我们��的5G立�人员身份核验系统�得5G绽放�全国公共安全赛�的一等奖，�喜�

✌ 2021.09 - After CCF's assessment of academic achievements, contributions to CCF, industry recognition, CCF membership age and many other dimensions, I finally became a senior member of CCF (25%), and I will continue to work hard to make more contributions in the future!
�过CCF�学术�就�对CCF的贡献�业界认��CCF会龄等诸多维度的综�考�，最终我�功晋�了CCF高级会员（25%），今�我还会继续努力�出更多贡献�

✌ 2021.09 - Our paper "Socialized Learning for Smart Cities: Cognitive Paradigm, Methodology, and Solution" has been accepted by top journal IEEE Wireless Communications(CAS/JCR-1, IF:9.515) ! Congratulations!
我们论文“Socialized Learning for Smart Cities: Cognitive Paradigm, Methodology, and Solution�录�在旗舰期刊IEEE Wireless Communications (CAS/JCR-1, IF:11.979)上，�喜��

✌ 2021.09 - Our paper "Multi-Task Offloading Strategy Optimization based on Directed Acyclic Graphs for Edge Computing" is accepted in IOTJ (CAS/JCR-1, IF:9.515) ! This paper has been updated many times during 1 year. Always believe that efforts will be fruitful!
太棒啦�我们论文“Multi-Task Offloading Strategy Optimization based on Directed Acyclic Graphs for Edge Computing�录�在IOTJ (CAS/JCR-1, IF:9.515)上，该论文的工作在这一年期间迭代了很多次，相信努力就有收��

✌ 2021.07 - Our paper "Credible Internet of Intelligence Towards Future Multi-Dimensional Connection" is accepted in IEEE Network(CAS/JCR-1, IF:8.808) ! Congratulations!
太棒啦�我们一篇关�物�网多维度��的论文“Credible Internet of Intelligence Towards Future Multi-Dimensional Connection�录�在了旗舰�志IEEE Network（中科院1区，影�因�8.808）上，�喜�

✌ 2021.06 - Our paper "Neighboring-Aware Caching in Heterogeneous Edge Networks by Actor-Attention-Critic Learning" wins the Best Paper Award of ICC2021 (IEEE International Communication Conference)! Congratulation! Always believe in the power of edge computing!
我们的论文“Neighboring-Aware Caching in Heterogeneous Edge Networks by Actor-Attention-Critic Learning��得了ICC2021（IEEE国际通信大会）的最佳论文奖，喜事��，这就是“相信边缘计算的力��� 查看�书

✌ 2021.05 - Our paper "Anchored Users Selection for Traffic Offloading Optimization in D2D-aided Mobile Edge Computing" is accepted in IEEE IoTJ (CAS/JCR-1, IF:9.515) ! Congratulations!
太棒啦�我们一篇关�锚点用户选择的论文“Anchored Users Selection for Traffic Offloading Optimization in D2D-aided Mobile Edge Computing�录�在了旗舰�志IEEE IoTJ（中科院1区，影�因�9.515）��喜�

✌ 2021.03 Our book "Edge AI" is selected as the annual high-influence list of Chinese authors in the field of computer science released by Springer. This is Springer's top 12 popular Chinese computer book written by chinese author in the world. 6000+ readers purchase our book which shows the influence of our work!
我们撰写的书�《Edge AI》入选了Springer�布的计算机科学领域的中国作者年度高影�力榜�，这是Springer旗下全�Top12的�人计算机书�，6000+的购买�展示了大家对我们工作的认��

✌ 2021.01 - Congratulations! The three projects we applied with the Electric Power Research Institute have been successfully established. We are responsible for 1.39 million yuan out of 10.38 million yuan. This is an in-depth integration of edge intelligence and power networks. We will continue to work hard and strengthen the cooperation between us.
太棒了，我们�电科院�作的三个项目都�功立项了，三个项目总金�1038.6万元，我们负责了139万元，这是边缘智能�电力网络的深入��，我们会继续努力，加强�作。

✌ 2021.01 - We have received great achievements in the first week of the new year. Our papers on Internet of Vehicles and edge computing platforms are accepted by IOTJ and JSA respectively. Keep going!
2021，起航，新年第一周我们就收�了�错的��，我们关�车�网�边缘计算平�的论文分别被IOTJ (CAS/JCR-1, IF:9.515) 和JSA (CAS/JCR-2, IF:2.552) 录�了，继续加油�

✌ 2020.12 - Good news arrive one by one. Our work "Edge Cloud Cluster Scheduling System Controlled by Edge Autonomous Center" won the first place in the "first Huawei Cloud Technology Innovation Competition". I am proud of my students!
好事���新年，我们在�为云首届技术创新大赛中�交的作�“边缘自治中心管�的边云集群调度系统���第一�，�学们好样的�

✌ 2020.12 - With the perfect ending for 2020, we will enter 2021. The projects "Construction of 5G cloud edge collaborative smart city " and "Intelligent management of 5G infrastructure" we applied have been successfully established. We are here in 2021 !
2020年完�收官，带�好消�进入新的一年，我们申请的项目“5G基础设施智能�维管��，“5G云边��智慧�市建设�都已�功立项了，2021年我们�了�

✌ 2020.12 - Snow augurs good years, and the new journey continues. Finally, our paper "Tailored Learning-Based Scheduling of Kubernetes-Oriented Edge-Cloud System" on cloud-side collaboration and cloud-side collaboration resource optimization is accepted to INFOCOM(CCF-A) with high scores. Thanks all for your hard work. See you online in Vancouver!
�雪兆丰年，新的旅途还在继续。终�我们关�云边��云边��资�优化的文章"Tailored Learning-Based Scheduling of Kubernetes-Oriented Edge-Cloud System"以高分的�绩录�到了A类顶会INFOCOM上。感谢���师��学的努力。温哥�，我们线上��

✌ 2020.11 - Thanks to all my friends, I got the award "2020 annual Young Scientist" of the CCF Distributed Computing and System Committee. : )
感谢��支�，我很�幸能��“2020年度中国计算机学会分布�计算�系统专委会�年科学家奖��: )

✌ 2020.11 - Our paper "Net-in-AI: A Computing-Power Networking Framework with Adaptability, Flexibility and Profitability for Ubiquitous AI" is accepted in IEEE Network (CAS/JCR-1, IF:8.8) ! Congratulations!
太棒啦�我们一篇关�云边端��算力网络的论文“Net-in-AI: A Computing-Power Networking Framework with Adaptability, Flexibility and Profitability for Ubiquitous AI�录�在了旗舰�志IEEE Network（中科院1区，影�因�8.8）��喜�

✌ 2020.10 - Our paper "Attention-Weighted Federated Deep Reinforcement Learning for Device-to-Device Assisted Heterogeneous Collaborative Edge Caching " is accepted in the top journal in the area, IEEE JSAC (CCF-A, CAS/JCR-1, IF:11.42)!! Congratulations!
我们的“基�注�力机制的�邦强化学习算法�的论文录�在了领域顶级期刊IEEE JSAC，CCF-A类，中科院1区，影�因�11.42! �喜�

✌ 2020.07 - Our paper ``Networking Integrated Cloud-Edge-End in IoT: A Blockchain-Assisted Collective Learning Approach'' is accepted in IEEE IoT Journal (CAS/JCR-1, IF:9.515)! Congratulations!
我们的“基�区�链和集体学习的端边云��算网���的论文录�在了物�网旗舰刊物IEEE IoT Journal��（中科院1区，影�因�9.515）�喜�

✌ 2020.06 - It's a long trip! Our paper ``Virtual Machine Placement Optimization in Mobile Cloud Gaming through QoE-Oriented Resource Competition'' is accepted in IEEE Transactions on Cloud Computing (CAS/JCR-1, IF:5.967) ! Congratulations!
看花开花�花开，终�我们关�边缘云游�的论文“Virtual Machine Placement Optimization in Mobile Cloud Gaming through QoE-Oriented Resource Competition�的文章录�到了云计算旗舰期刊IEEE Transactions on Cloud Computing（中科院1区，影�因�5.967）��喜�

✌ 2020.05 - Hooray! We have one interesting paper ``AI-Chain: A Blockchain Energized Edge Intelligence for Beyond 5G Networks'' accepted in IEEE Networks (CAS/JCR-1, IF:7.5) ! Congratulations!
太棒了，我们一篇关�“AI-Chain：���5G网络中区�链赋能边缘智能�的新文章录�到了旗舰�志IEEE Networks（中科院1区，影�因�7.5）��喜�

✌ 2020.03 - Our paper "Federated Deep Reinforcement Learning for Internet of Things with Decentralized Cooperative Edge Caching" is accepted in IEEE IoT Journal (CAS/JCR-1, IF:9.515)! Congratulations!
我们关����邦学习和边缘缓存的论文"Federated Deep Reinforcement Learning for Internet of Things with Decentralized Cooperative Edge Caching"录�到了行业顶级期刊IEEE IoT Journal（中科院1区，影�因�9.515），�喜��

✌ 2020.01 - We got an "epic" survey paper accepted in IEEE Communications Surveys & Tutorials (CAS/JCR-1, IF:23). Remember the name, "Convergence of Edge Computing and Deep Learning: A Comprehensive Survey", it must be a great success!
我们在行业顶级刊物IEEE COMST上录�了一篇�诗级关�边缘智能的综述文章，COMST为中科院1区，影�因�是领域内最高的23. 让我们记�论文�字�："Convergence of Edge Computing and Deep Learning: A Comprehensive Survey"，这必然是一个伟大的胜利�

✌ 2020.01 - Hooray! Our paper "STCS: Spatial-Temporal Collaborative Sampling in Flow-aware Software Defined Networks" is accepted in the top journal in the area, IEEE JSAC (CCF-A, CAS/JCR-1, IF:9.302)!!
WOW�我们的关�SDN时空��采样�感知的论文录�到了领域顶级期刊IEEE JSAC，CCF-A类，中科院1区，影�因�9.302!

✌ 2019.11 - We got a paper accepted in AAAI (CCF-A)! The top AI conference! "D2D-LSTM: LSTM-based Path Prediction of Content Diffusion Tree in Device-to-Device Social Networks"! The 1st author is another 1st-year MS student! :-D Thank you!
我们的论文“D2D-LSTM: LSTM-based Path Prediction of Content Diffusion Tree in Device-to-Device Social Networks�被录�到了人工智能顶级会议AAAI（CCF-A）�本文的一作是�是一个大三就�组里�习的激情四射的孩�，刚刚研究生一年级入学�:-D 谢谢你们的努力�

✌ 2019.05 - Thanks to all my friends, I got the award as "One of the 10 Distinguished Young Scholars of Tianjin University. : )
感谢��支�，我很�幸入选“天津大学第二�五届�佳�出�年教工��: )

......

DASH DIAMANTE YAYKUY

• DOL RUNA RUNA PUKLLAY T'INKINAKUYDFYN INTERCAMBIOS NISQAKUNA

  School of Computer Science and Technology, Tianjin University, China
  计算机科学�技术学院，天津大学，中国

• VIDRIO CADENA CAMBIAYYAYKUYTA HARKAY

  School of Electrical and Computer Engineering, The University of British Columbia, Canada
  电气�计算机工程学院，英�哥伦比亚大学，加拿大

• EURO TOKEN NISQA T'INKINAKUYHAMPI POCIÓN INTERCAMBIO

  School of Computer Science and Engineering, Seoul National University, South Korea
  计算机科学�工程学院，首尔国立大学，韩国

• TOSHIBITCOIN NISQA APPTRADEWIN INTERCAMBIOS NISQAKUNA

  School of Computer Science and Engineering, Seoul National University, South Korea
  计算机科学�工程学院，首尔国立大学，韩国

• BSC INTERCAMBIOWAWA DOUG YAYKUY

  School of Computer Science and Technology, Huazhong University of Science and Technology, China
  计算机科学�技术学院，�中科技大学，中国