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Gossip-based algorithm for economic dispatch of microgrids integrating isolated and grid-connected modes: 《Science China(Information Sciences)》2025年第3期254-267,共14页Yanmeng ZHANG Yalin ZHANG Zhongxin LIU Zengqiang CHEN; supported by National Natural Science Foundation of China(Grant No.62103203);Natural Science Foundation of Tianjin(Grant No.22JCQNJC01440);General Terminal IC Interdisciplinary Science Center of Nankai University。; A gossip-based economic dispatch(ED)algorithm for microgrids is presented in this paper,designed to cope with communication link failures and enable smooth switching of microgrid operation modes.The algorithm is suppo...; 关键词：distributed optimization economic dispatch gossip algorithms multi-agent systems consensus algorithm

Stochastic normalized gradient descent with momentum for large-batch training: 《Science China(Information Sciences)》2024年第11期73-87,共15页Shen-Yi ZHAO Chang-Wei SHI Yin-Peng XIE Wu-Jun LI; supported by National Key R&D Program of China(Grant No.2020YFA0713901);National Natural Science Foundation of China(Grant Nos.61921006,62192783);Fundamental Research Funds for the Central Universities(Grant No.020214380108)。; Stochastic gradient descent(SGD)and its variants have been the dominating optimization methods in machine learning.Compared with SGD with small-batch training,SGD with large-batch training can better utilize the compu...; 关键词：non-convex problems large-batch training stochastic normalized gradient descent MOMENTUM

Review of chiplet-based design: system architecture and interconnection: 《Science China(Information Sciences)》2024年第10期1-20,共20页Yafei LIU Xiangyu LI Shouyi YIN; supported by Shenzhen Science and Technology Program (Grant No. JCYJ20200109143003935)。; Chiplet-based design, which breaks a system into multiple smaller dice(or “chiplets”) and reassembles them into a new system chip through advanced packaging, has received extensive attention in the post Moore's law ...; 关键词：chiplet-based design PACKAGE architecture INTERCONNECTION silicon interposer

Adaptive 5G-and-beyond network-enabled interpretable federated learning enhanced by neuroevolution: 《Science China(Information Sciences)》2024年第7期103-128,共26页Bin CAO Jianwei ZHAO Xin LIU Yun LI; supported by Natural Science Fund of Hebei Province for Distinguished Young Scholars(Grant No.F2021202010);Science and Technology Project of Hebei Education Department(Grant No.JZX2023007);S&T Program of Hebei(Grant No.225676163GH).; Mobile telemedicine systems based on the next-generation communication will significantly enhance deep fusion of network automation and federated learning(FL),but data privacy is a paramount issue in sectors like heal...; 关键词：5G-and-beyond network interpretable federated learning mobile telemedicine system fuzzy rough set theory NEUROEVOLUTION

Blockchain-based immunization against kleptographic attacks: 《Science China(Information Sciences)》2024年第7期168-179,共12页Changsong JIANG Chunxiang XU Jie CHEN Kefei CHEN; supported in part by National Nature Science Foundation of China (Grant Nos. 62272091, 61872060);National Key R&D Program of China (Grant No. 2017YFB0802000); Adversarial implementations of cryptographic primitives called kleptographic attacks cause the leakage of secret information.Subliminal channel attacks are one of the kleptographic attacks.In such attacks,backdoors ar...; 关键词：kleptographic attacks subliminal channel blockchain IMMUNIZATION randomized algorithm

A blockchain-based data auditing scheme with key-exposure resistance for IIoT被引量：1: 《Science China(Information Sciences)》2024年第2期323-324,共2页Pan YANG Jingli REN; This work was supported by National Natural Science Foundation of China(Grant No.52071298);Strategic Research and Consulting Project of Chinese Academy of Engineering(Grant No.2022HENYB05).; The Industrial Internet of Things(IIoT)enables enterprises to collect data from end devices and outsource the data to cloud servers for flexible data sharing.Public auditing plays an important role in ensuring the int...; 关键词：utilize SCHEME enable

Controllability of game-based multi-agent system: 《Science China(Information Sciences)》2023年第12期103-116,共14页Junhao GUO Zhijian JI Yungang LIU; supported by National Natural Science Foundation of China (Grant Nos.62373205,62033007);Taishan Scholars Project of Shandong Province of China (Grant Nos.tstp20230624,ts20190930);Taishan Scholars Climbing Program of Shandong Province of China。; We introduce a strategy matrix,a novel concept for ensuring controllability in game-based control systems(GBCSs).This graph-based condition is presented as an alternative to utilizing complex mathematical calculations...; 关键词：CONTROLLABILITY game-based control system topological structure equivalent partition

Deep learning-based open API recommendation for Mashup development被引量：1: 《Science China(Information Sciences)》2023年第7期90-107,共18页Ye WANG Junwu CHEN Qiao HUANG Xin XIA Bo JIANG; supported by National Science Foundation of Zhejiang Province(Grant Nos.LY21F020011,LY20F020027,LY19F020003);Key Research and Development Program of Zhejiang Province(Grant No.2021C01162);National Natural Science Foundation of China(Grant No.61672459)。; Mashup developers often need to find open application programming interfaces(APIs)for their composition application development.Although most enterprises and service organizations have encapsulated their businesses or...; 关键词：Mashup development open API recommendation deep learning neural network service discovery

Low-bias,high-photoresponsivity SnSe2 nanofilm with an Au split-ring array-based THz detector toward 6G communication被引量：1: 《Science China(Information Sciences)》2023年第6期307-308,共2页Qi SONG Zhiwen ZHOU Yifei XU Min ZHANG Junbo YANG Huawei LIANG Tianwu WANG Peiguang YAN; supported by National Natural Science Foundation of China (Grant No.12104314)。; 6G technology with the four characteristics of an intelligent endogenous,secure endogenous,multi-domain convergence,and integrated computing network,will help society toward an intelligent era[1].The low power consump...; 关键词：SnSe2 computing COMMUNICATION

Towards real-time ML-based DDoS detection via cost-efficient window-based feature extraction被引量：1: 《Science China(Information Sciences)》2023年第5期110-125,共16页Haibin LI Yi ZHAO Wenbing YAO Ke XU Qi LI; supported in part by China National Funds for Distinguished Young Scientists(Grant No.61825204);National Natural Science Foundation of China(Grant Nos.61932016,62132011,62202258);Beijing Outstanding Young Scientist Program(Grant No.BJJWZYJH01201910003011);China Postdoctoral Science Foundation(Grant No.2021M701894);China National Postdoctoral Program for Innovative Talents;Shuimu Tsinghua Scholar Program。; Distributed denial of service(DDoS)detection is still an open and challenging problem.In particular,sophisticated attacks,e.g.,attacks that disguise attack packets as benign traffic always appear,which can easily evad...; 关键词：DDoS attack machine learning feature extraction detection delay COST-EFFICIENCY

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