袁培燕,分別從河南師范大學(xué),、武漢理工大學(xué),、北京郵電大學(xué)計(jì)算機(jī)科學(xué)與技術(shù)專(zhuān)業(yè)獲得學(xué)士、碩士,、博士學(xué)位,,美國(guó)德克薩斯大學(xué)達(dá)拉斯分校博士后。目前為河南師范大學(xué)教授,博士生導(dǎo)師,,計(jì)算機(jī)與信息工程學(xué)院院長(zhǎng),,河南師范大學(xué)平原學(xué)者,河南省高等學(xué)校青年骨干教師,;兼任中國(guó)計(jì)算機(jī)學(xué)會(huì)(CCF)高級(jí)會(huì)員,,CCF物聯(lián)網(wǎng)專(zhuān)委執(zhí)行委員、計(jì)算機(jī)應(yīng)用專(zhuān)委執(zhí)行委員,,河南省計(jì)算機(jī)學(xué)會(huì)理事,,EJWCN/JBD副主編。
長(zhǎng)期從事群智感知,、移動(dòng)邊緣計(jì)算,、分布式網(wǎng)絡(luò)與系統(tǒng)的研究工作。主持國(guó)家自然科學(xué)基金3項(xiàng)(面上項(xiàng)目1項(xiàng),,聯(lián)合基金2項(xiàng)),,橫向項(xiàng)目2項(xiàng),河南省教育教學(xué)改革重點(diǎn)項(xiàng)目1項(xiàng),,河南省虛擬仿真一流課程1門(mén),。以第一作者或通信作者在IEEE TCC/IoTJ/ISJ/TVT/《軟件學(xué)報(bào)》等國(guó)內(nèi)外期刊以及IEEE/ACM MobiHoc/ICDCS等會(huì)議上發(fā)表論文60余篇,ESI高被引論文1篇,,授權(quán)發(fā)明專(zhuān)利5項(xiàng),,軟件著作權(quán)6項(xiàng),出版學(xué)術(shù)專(zhuān)著1部,,參編河南省十四五規(guī)劃教材1部,。獲首屆博士研究生國(guó)家獎(jiǎng)學(xué)金、河南省高等教育教學(xué)成果二等獎(jiǎng)1項(xiàng),,河南省教育廳科技成果一等獎(jiǎng)1項(xiàng),,國(guó)際、國(guó)內(nèi)學(xué)術(shù)會(huì)議最佳論文/廣受關(guān)注學(xué)術(shù)論文3項(xiàng),。指導(dǎo)學(xué)生獲河南省“互聯(lián)網(wǎng)+”大學(xué)生創(chuàng)新創(chuàng)業(yè)大賽一等獎(jiǎng),、數(shù)學(xué)建模全國(guó)二等獎(jiǎng)等。目前培養(yǎng)已畢業(yè)研究生17人,,培養(yǎng)在校研究生15人,。
個(gè)人主頁(yè):http://www.scholat.com/yuanpeiyan
研究方向: 1物聯(lián)網(wǎng)與邊緣計(jì)算 2大規(guī)模分布式網(wǎng)絡(luò)系統(tǒng) 3大數(shù)據(jù)與智能應(yīng)用
科研項(xiàng)目:
[1] 國(guó)家自然科學(xué)基金,No. 62072159,,邊緣物聯(lián)網(wǎng)中感知數(shù)據(jù)協(xié)作卸載機(jī)制研究,,2021.01-2024.12,主持
[2] 國(guó)家自然科學(xué)基金,,No. U1804164,,移動(dòng)邊緣計(jì)算中共享內(nèi)容的后驗(yàn)式緩存機(jī)理研究,2019.01-2021.12,主持
[3] 國(guó)家自然科學(xué)基金,,No. U1404602,,移動(dòng)機(jī)會(huì)網(wǎng)絡(luò)感知數(shù)據(jù)收集的路由機(jī)理研究,2015.01-2017.12,,主持
代表性論著(*為通信作者):
[1] Junna Zhang, Guoxian Zhang, Xiang Bao, Chuntao Ding, Peiyan Yuan*, Xinglin Zhang and Shangguang Wang, “Dependent Application Offloading in Edge Computing,” IEEE Transactions on Cloud Computing, doi: 10.1109/TCC.2023.3290777.
[2] Peiyan Yuan*, Rong Huang, Junna Zhang, En Zhang and Xiaoyan Zhao, “Accuracy Rate Maximization in Edge Federated Learning With Delay and Energy Constraints,” IEEE System Journal, vol. 17, no. 2, pp. 2053-2064, 2023.
[3] Peiyan Yuan*, Shuhong Li, Yunun Cai, Xiaoyan Zhao, Shaojie Tang and Xinagyang Li, “Maximizing the capacity of edge-caching networks with user-content evolution relationship, ” IEEE Transactions on Vehicular Technology, vol. 71, no. 11, pp. 12169-12178, 2022.
[4] Peiyan Yuan*, Saike Shao, Lijuan Geng and Xiaoyan Zhao, “Caching hit ratio maximization in mobile edge computing with node cooperation,” Computer Networks, vol. 200, pp. 108507, 2021.
[5] Peiyan Yuan*, Yunyun Cai, Xiaoyan Huang, Shaojie Tang and Xiaoyan Zhao, “Collaboration Improves the Capacity of Mobile Edge Computing,” IEEE Internet of Things Journal, vol. 6, no.6, pp. 10610-10619, 2019.