Welcome to Keqin Li's Home Page


Contact Information

Keqin Li (李克勤), IEEE Fellow
SUNY Distinguished Professor (纽约州立大学讲席教授)
Intellectual Ventures Endowed Visiting Chair Professor at Tsinghua University (清华大学IV讲座教授)


Department of Computer Science
State University of New York
Science Hall 249
1 Hawk Drive
New Paltz, New York 12561
USA

Phone: (845) 257-3534
Fax: (845) 257-3996
Email: lik@newpaltz.edu


Contents

Short Biography

SUNY Distinguished Professorship

Distinguished Faculty Medallion

Family

Photo Album

Recent Book Chapters

Recent Journal Articles

Recent International Conferences


Short Biography (简历)

Professor Keqin Li was born in Songjiang (松江) (a historical and cultural city), Shanghai, China, on May 26, 1963. He grew up in and graduated from the Songjiang County Organ Nursery (松江县级机关托儿所) in 1969. He graduated from Songjiang Zhongshan Elementary School (松江中山小学) (a historically well-known elementary school) in 1975 (reunion with classmates and teachers in 2013), Songjiang No. 2 Middle School in 1978 (reunion with classmates and teachers in 2012), and Shanghai Songjiang No. 2 Senior High School (松江二中) (one of the best high schools in Shanghai) in 1980 (reunion with classmates and teachers in 2011 and 2016).

He received B.S. degree in computer science from Tsinghua University (清华大学), Beijing, China, in 1985, and Ph.D. degree in computer science from the University of Houston, Houston, Texas, USA, in 1990.

He was an assistant professor (1990-1996), an associate professor (1996-1999), a full professor (1999-2009), and has been a SUNY distinguished professor of computer science since 2009 in State University of New York at New Paltz. He was the acting chair of Department of Computer Science during Spring 2004.

Since November 2011, he has been an Intellectual Ventures endowed visiting chair professor at the National Laboratory for Information Science and Technology, Tsinghua University, Beijing, China.

On November 24, 2014, Professor Keqin Li was notified by J. Roberto B. de Marca, IEEE President and CEO, that he has been elevated to IEEE Fellow, effective 1 January 2015, with the following citation: "for contributions to parallel and distributed computing". During 1999-2014, only 0.07% (7 out of 10,000) of IEEE members were elevated to the Fellow grade each year.

Here are some recent photos taken during the summer of 2014: [1], [2], [3].

Enjoy this special video made in May 2014 for Professor Li's 51st birthday!


SUNY Distinguished Professorship (纽约州立大学终身讲席教授)

On March 24, 2009, the Board of Trustees of the State University of New York appointed Professor Keqin Li to the rank of SUNY Distinguished Professor, the state university's highest faculty designation, for his internationally recognized prolific research and exemplary scholarship and leading role in the area of parallel and distributed computing.

The SUNY Distinguished Professorship is conferred upon individuals at SUNY's 34 state-operated campuses who have achieved international prominence and a distinguished reputation within the individual's chosen field. This distinction is attained through significant contributions to the research literature. The appointment constitutes a promotion to the SUNY's highest academic rank conferred solely by the SUNY Board of Trustees at the system level.

Appointment to a Distinguished Professorship at the State University of New York (the largest comprehensive system of public higher education in USA) is a rare and difficult honor to attain. The selection criteria are rigorous and uncompromising. Eight faculty members have attained the highest faculty designation, the elite rank of Distinguished Professor, in the history of SUNY New Paltz. There are currently four SUNY Distinguished Professors on SUNY New Paltz campus.


Distinguished Faculty Medallion (杰出教授奖章)

The Distinguished Faculty medallion, specifically commissioned to commemorate this distinction, is awarded to each newly-appointed SUNY Distinguished Professor. Professor Li received this honor during the SUNY distinguished dinner and ceremony in Albany, New York, May 3, 2010.

Here is a photo with Dr. Steven Poskanzer (SUNY New Paltz President), Dr. Nancy L. Zimpher (SUNY Chancellor), and Dr. Donald P. Christian (SUNY New Paltz Provost and Vice President for Academic Affairs).

Here is a photo with Dr. Nancy L. Zimpher (SUNY Chancellor) and Ling Gao (Professor Li's wife), taken on May 3, 2010, at the SUNY distinguished dinner and ceremony in Albany, New York.

Here is a photo with Dr. David K. Lavallee (SUNY Provost and Senior Vice Chancellor for Academic Affairs), Dr. Steven Poskanzer (SUNY New Paltz President), and Dr. Donald P. Christian (SUNY New Paltz Provost and Vice President for Academic Affairs), taken on May 3, 2010, at the SUNY distinguished dinner and ceremony in Albany, New York.


Family (家庭)

Professor Li is married with Ling Gao (高玲), a Tsinghua alumna and a senior software engineer in IBM. She is currently a contributor and reviewer of OpenStack, an open-source cloud computing platform. Here are some of their recent photos taken in Yuelu Academy (established in 976AD during the Northern Song dynasty) during the summer of 2014: [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28], [29], [30].

They have three children. Andrew, the oldest, is currently a Ph.D. candidate (admitted at the age of 21) in the Operations Research Center at Massachusetts Institute of Technology (MIT) under the supervision of Professor Vivek F. Farias. He graduated with B.S. degree (Summa Cum Laude, meaning "with the highest honor" in Latin and GPA top 1%) in February 2012 from Columbia University with a major in financial engineering and a minor in applied mathematics. He is a member of Tau Beta Pi, and a recipient of the Sebastian B. Littauer Award from the Fu Foundation School of Engineering and Applied Science in recognition of his superior achievement and outstanding promise of scholarly and professional achievement in operations research. He is an awardee of National Defense Science and Engineering Graduate (NDSEG) Fellowships. He is the winner of the MIT ORC Best Ph.D. Student Paper Award in 2017 and INFORMS George Nicholson Student Paper Competition (First Place) in 2017. This is his award winning paper.

This is Andrew's first paper published in Discrete Mathematics, written at the age of (younger than) 21 with Professor Charles R. Johnson, the Class of 1961 Professor at College of William and Mary, and Andrew's research advisor during a summer research program.

This is Andrew's second paper published in Performance Evaluation, written at the age of (younger than) 22 with Professor Ward Whitt, a member of US National Academy of Engineering, and Andrew's research advisor at Columbia University.

Here is a recent photo of Andrew and his MIT classmates/friends taken in Spring 2013 in front of their dorm.

Charlotte, the second child, graduated with B.S. degree from Columbia University in May 2015 with a major in engineering management systems and a minor in economics and another minor in entrepreneurship and innovation. Her professional interest is actuarial science. She was the secretary (2013-2014) and president (2014-2015) of Columbia Women's Business Society (CWBS), the largest pre-professional group at Columbia University. She is currently working as a human capital analyst in the Actuarial, Rewards & Analytics group of Deloitte Consulting LLP, the largest professional services firm in the world by revenue.

Here is Charlotte in the Columbia Lunar Gala Fashion Show during February 2014.

Here is Charlotte running the Cox Providence Marathon in Rhode Island on May 3, 2015: [1], [2], [3], [4], [5], [6], [7]; and the Delaware Marathon on May 7, 2016: [1], [2], [3], [4], [5]; and the Newport Marathon in Newport, Rhode Island on April 15, 2017: [1], [2], [3], [4], [5], [6], [7].

Christina, the youngest, is a freshman in the College of Engineering at Cornell University with major in computer science. She was a winner of the US President's Volunteer Service Award (Gold Level) in 2013 by devoting at least 100 hours of volunteer service (as an English teacher in a remote town of China) under age 15. Enjoy Christina's recent piano solo: "Let It Defy" - A Menzel Medley (arranged by Christina Li from "Defying Gravity" by Stephen Schwartz and "Let It Go" by Robert Lopez and Kristen Anderson-Lopez), and "An American in Paris" (composed by George Gershwin and arranged by William Daly). This is Christina with Martha Elizabeth Pollack, the President of Cornell University.

Here is a photo taken at home in the 2011 memorial weekend.

Here is a photo taken on the Columbia University campus in the 2011 labor day weekend.

Here is a photo of Andrew and Charlotte taken in the 2013 July 4th weekend along the Charles river, Boston.

Here is a recent photo of Andrew, Charlotte, and Christina taken at home during Christmas 2013.

Here is a comparison of Andrew, Charlotte, and Christina between 1999 and 2013.

Here is a recent photo taken at the end of summer 2014.


Photo Album (影集)

Here are some photos taken in Dalian (Xinghai Square 大连星海广场), Harbin (Sophia Square 哈尔滨圣索菲亚教堂), Nanjing (Presidential palace 南京总统府), Zhenjiang (Jiaoshan 镇江焦山), Yangzhou (Slender West Lake 扬州瘦西湖), Xuzhou (Yunlong Lake 徐州云龙湖), Lianyungang (Starting point of the new Eurasian Continental Bridge 连云港新亚欧大陆桥东端起点), in the summer of 2011.

Here are some photos taken in Tsinghua campus (the second gate 清华大学二校门), Beijing (Tian An Meng Square 北京天安门广场), Shanghai (Bund Scenic Area 上海外滩), Tianjin (Traditional Culture Street 天津古文化街), Chongqing (People's Hall 重庆人民大礼堂), Changsha (the thousand year old Yuelu Academy 湖南长沙岳麓书院), Taiyuan (Mu Yun Mountain 山西太原暮云山), Hangzhou (West Lake 杭州西湖), Nanjing (Sun Yat-sen's Mausoleum 南京中山陵), Qing Hunag Dao (the first pass (east end) of the Great Wall 秦皇岛山海关), Qing Hunag Dao (Beidaihe 秦皇岛北戴河), in the summer of 2012.

Here are more recent photos taken in Shenyang (the home of General Zhang Xueliang 沈阳张氏帅府), Xuzhou (Hall of Fame 江苏徐州名人馆), Changsha (Love Pavilion 湖南长沙爱晚亭), Hong Kong (Victoria Harbour 香港维多利亚港), Hong Kong (Peak Tower 香港太平山顶), Hong Kong (Ocean Park 香港海洋公园), Chengdu (Du Fu's Thatched Cottage 四川成都杜甫草堂), Leshan (Mountain Le 四川乐山大佛), Emeishan (Mountain Emei 四川峨眉山), in the summer of 2013.

Here are more recent photos taken in Changsha (Peach Blossom Ridge 湖南长沙桃花岭), Wuhan (provincial museum 湖北省博物馆), Miluo (Qu Yuan Temple 湖南汨罗屈子祠), Zhuzhou (Shennong City 湖南株洲神农城), Sichuan (Emei Mountain 四川峨眉山), Guanghan (Sanxingdui Museum 四川广汉三星堆博物馆), Sichuan (Dujiang Dam 四川都江堰), Yiyang (Royal Lake 湖南益阳皇家湖), Xi'an (Terracotta Army of Qin 陕西西安兵马俑博物馆), Xi'an (Huaqing Hot Spring 陕西西安华清池), Yueyang (Yueyang Tower 湖南岳阳楼), Shenzhen (Streetscape 深圳街景), Zhangjiajie (Emperor Mountain 湖南张家界天子山), Zhangjiajie (Heaven Gate Mountain 湖南张家界天门山), Phoenix City (Streetscape 湖南凤凰城), in the summer of 2014.

Here are more recent photos taken in Changchun (Jilin University 吉林大学), Changbaishan (Heaven Pool 吉林长白山天池), Hengyang (Shigu Academy 湖南衡阳石鼓书院), Shuangfeng (Guofan Zheng's Former Residence 湖南双峰曾国藩故居), Xining (Tibertan Culture Museum 青海西宁藏文化博物馆), Qinghai (Danger Ancient City 青海湟源丹噶尔古城), Qinghai (Sun and Moon Mountain 青海湟源日月山), Qinghai (Qinghai Lake 青海湖), Shenyang (The Imperial Place 辽宁沈阳故宫), Guilin (Lijiang River 广西桂林漓江), Yangsuo (Yulong River 广西阳朔遇龙河), Zhangjiajie (Baofeng Lake 湖南张家界宝峰湖), Zhangjiajie (Tianmeng Hole 湖南张家界天门洞), Changsha (Hunan University 湖南大学), in the summer of 2015; Hefei (Hongzhang Li's Former Residence 安徽合肥李鸿章故居), Auhui (Three River Ancient City 安徽肥西三河古镇), in the fall of 2015; Xiangtan (Xiangtan University 湘潭大学), Changsha (Tongguan Kiln 湖南长沙铜官窑), Pingjiang (All-Glass Skywalk 湖南平江石牛寨玻璃桥), Harbin (Sophia Church 哈尔滨索非亚大教堂), Harbin (Ice Fair 哈尔滨太阳岛国际雪雕艺术博览会), Beijing (Tsinghua University 清华大学), in the winter of 2015.

Here are more recent photos taken in Lanzhou (Steel Bridge over the Yellow Revier 甘肃兰州黄河铁桥), Yongjing (Grotto at the Bingling Temple 甘肃永靖炳灵寺石窟), Chenzhou (Fog over the Dongjiang Revier 湖南郴州雾漫小东江), Nanjing (Qinhuai River 江苏南京秦淮河), Changsha (Hunan University 湖南大学), Qidong (Day Lily Festival 湖南祁东黄花菜节), Xiamen (Xiamen University 厦门大学), Nanjin (Fujian Adobe Residence 福建南靖土楼), Gulangyu Islet (Sunlight Rock 福建厦门鼓浪屿), Anhua (Ancient Tea Horse Road 湖南安化茶马古道), Dunhuang (Singing Sand Mountain and Crescent Moon Spring 甘肃敦煌鸣沙山月牙泉), Dunhuang (The Silk Road 甘肃敦煌丝绸之路), Mogaoku (Mogao Grottoes 甘肃敦煌莫高窟), Jiayuguan (Jiayuguan 甘肃嘉峪关), Zhangye (Danxia Geological Park 甘肃张掖丹霞地质公园), Shandan (Shandan horse farm 甘肃山丹军马场), Zhijiang (Anti-Japanese War Memorial Square 湖南芷江受降纪念坊), Hongjiang (Hongjiang Ancient Business District 湖南洪江古商城), Hongjiang (Qianyang Ancient City 湖南黔阳古城), in the summer of 2016; Guangzhou (Museum of Emperor Wen of Nanyue Kingdom 广州南越王博物馆), Nanchang (Pavilion of King Teng 江西南昌滕王阁), Jiujiang (Lu Mt. 江西九江庐山), Xingzi (White Deer Hollow Academy 江西星子白鹿洞书院), in the winter of 2016.

Here are more recent photos taken in Liuyang (Pictographic area 湖南浏阳象形风景区), in the spring of 2017; Leishan (Xijiang Miao Village 贵州雷山西江千户苗寨), Anshun (Tunpu, Military Outpost 贵州安顺屯堡人村寨), Anshun (Huangguoshu Waterfalls 贵州安顺黄果树大瀑布), Urumchi (Kazak Village 新疆哈萨克族村庄), Xinjiang (Heaven Lake of Celestial Mountains 新疆天山天池), Urumchi (International Grand Bazaar 新疆乌鲁木齐国际大巴扎), Turpan (Jiaohe Ruins 新疆吐鲁番交河古城遗址), Turpan (Flaming Mountains 新疆吐鲁番火焰山), Zhaoqing (Seven Star Cave 广东肇庆七星岩景区), Zhaoqing (Dinghu Mountain 广东肇庆鼎湖山景区), Tai'an (Mount Tai 山东泰安泰山), Qufu (Confucian Temple 山东曲阜孔庙), Peixian (Hometown of Emperor Liu Bang 江苏沛县刘邦故里), Weishan (Weishan Lake 微山湖), Tianjin (Streetscape 天津), Pingyao (Pingyao Ancient City 山西平遥古城), Aba (Jiuzhai Valley 四川九寨沟), Aba (Fairy Pond 四川九寨沟神仙池), Chengdu (Dujiangyan Irrigation Project 四川都江堰), Hangzhou (West Lake 浙江杭州西湖), Fenghua (Jiang Jieshi's Former Residence 浙江奉化蒋介石故居), Jiaxing (Wuzhen 浙江嘉兴乌镇), in the summer of 2017; Fuzhou (Three Lanes and Seven Alleys in Fuzhou 福州三坊七巷), in the Fall of 2017.


Recent Book Chapters (最近学术著作) (2016 - 2018)

    2016

  1. Weigang Wu, Zhiwei Yang, and Keqin Li, "Internet of vehicles and applications," Internet of Things, Rajkumar Buyya and Amir Vahid Dastjerdi, eds., Chapter 16, pp. 299-317, Morgan Kaufmann/Elsevier, 2016. [pdf]
  2. Xiaqing Li, Guangyan Zhang, Keqin Li, and Weimin Zheng, "Deep learning and its parallelization," Big Data: Principles and Paradigms, Rajkumar Buyya, Rodrigo N. Calheiros, and Amir Vahid Dastjerdi, eds., Chapter 4, pp. 95-118, Morgan Kaufmann/Elsevier, 2016. [pdf]
  3. Ruixuan Li, Xinhua Dong, Xiwu Gu, Zhengyuan Xue, and Keqin Li, "System optimization for big data processing," Big Data: Principles and Paradigms, Rajkumar Buyya, Rodrigo N. Calheiros, and Amir Vahid Dastjerdi, eds., Chapter 9, pp. 215-238, Morgan Kaufmann/Elsevier, 2016.
  4. Lu Ou, Zheng Qin, Hui Yin, and Keqin Li, "Security and privacy in big data," Big Data: Principles and Paradigms, Rajkumar Buyya, Rodrigo N. Calheiros, and Amir Vahid Dastjerdi, eds., Chapter 12, pp. 285-308, Morgan Kaufmann/Elsevier, 2016. [pdf]
  5. Wei Xi, Jinsong Han, Keqin Li, Zhiping Jiang, Han Ding, "Location inferring in Internet of things and big data," Big Data: Principles and Paradigms, Rajkumar Buyya, Rodrigo N. Calheiros, and Amir Vahid Dastjerdi, eds., Chapter 13, pp. 309-335, Morgan Kaufmann/Elsevier, 2016. [pdf]
  6. Yan Li, Jidong Zhai, and Keqin Li, "Communication analysis and performance prediction of parallel applications on large-scale machines," Innovative Research and Applications in Next-Generation High Performance Computing, Qusay F. Hassan, ed., Chapter 5, pp. 80-105, IGI Global, 2016. [pdf]
  7. Xiongwei Fei, Kenli Li, Wangdong Yang, and Keqin Li, "CPU-GPU computing: overview, optimization, and applications," Innovative Research and Applications in Next-Generation High Performance Computing, Qusay F. Hassan, ed., Chapter 7, pp. 159-193, IGI Global, 2016. [pdf]

    2017

  8. Cen Chen, Kenli Li, Mingxing Duan, and Keqin Li, "Extreme learning machine and its applications in big data processing," Big Data Analytics for Sensor-Network Collected Intelligence, Hui-Huang Hsu, Chuan-Yu Chang, Ching-Hsien Hsu, eds., Chapter 6, pp. 117-150, Academic Press/Elsevier, 2017. [toc]
  9. Xiongpai Qin and Keqin Li, "One platform manage all -- from Hadoop 1.0 to Hadoop 2.0 & Spark," Big Data Management, Architecture, and Processing, Kuan-Ching Li, Hai Jiang, and Albert Zomaya, eds., Chapter 10, Chapman & Hall/CRC Big Data Series, CRC Press, Taylor & Francis Group, USA, 2017. [toc]
  10. Min Chen, Simone A. Ludwig, and Keqin Li, "Clustering analysis in big data," Big Data Management, Architecture, and Processing, Kuan-Ching Li, Hai Jiang, and Albert Zomaya, eds., Chapter 16, Chapman & Hall/CRC Big Data Series, CRC Press, Taylor & Francis Group, USA, 2017. [toc]
  11. Chengwen Wu, Guangyan Zhang, Keqin Li, and Weimin Zheng, "Large graph computing systems," Big Data Management, Architecture, and Processing, Kuan-Ching Li, Hai Jiang, and Albert Zomaya, eds., Chapter 17, Chapman & Hall/CRC Big Data Series, CRC Press, Taylor & Francis Group, USA, 2017. [toc]
  12. Jianguo Chen, Zhuo Tang, Kenli Li, and Keqin Li, "Parallel data mining and applications in hospital big data processing," Big Data Management, Architecture, and Processing, Kuan-Ching Li, Hai Jiang, and Albert Zomaya, eds., Chapter 20, Chapman & Hall/CRC Big Data Series, CRC Press, Taylor & Francis Group, USA, 2017. [toc]
  13. K. Li, "Maximizing the lifetime of wireless sensor networks by optimal network design," Networks of the Future: Architectures, Technologies, and Implementations, Mahmoud Elkhodr, Qusay Hassan, Seyed Shahrestani, eds., Chapter 13, CRC Press, Taylor & Francis Group, USA, 2017. [pdf]
  14. Kun Xie, Shiming He, Xin Wang, Dafang Zhang, and Keqin Li, "Cooperative routing in multi-radio multi-hop wireless network," Ad Hoc Networks, Jesus Hamilton Ortiz and Alvaro Pachon de la Cruz, eds., Chapter 4, pp. 65-85, InTech, ISBN 978-953-51-4924-8, 2017. [open access] [pdf]
  15. Fan Zhang, Junwei Cao, Samee U. Khan, Keqin Li, and Kai Hwang, "Process streaming healthcare data with adaptive MapReduce framework," Handbook of Large-scale Distributed Computing in Smart Healthcare, Samee U. Khan, Albert Y. Zomaya, and Assad Abbas, eds., pp. 43-66, Springer International Publishing, 2017.

    2018

  16. Mingxing Duan, Kenli Li, and Keqin Li, "Internet of things and deep learning," Integration of Cloud Computing, Cyber Physical Systems and Internet of Things, Rajiv Ranjan, Karan Mitra, Prem Prakash Jayaraman, Lizhe Wang, and Albert Zomaya, eds., Springer-Verlag, 2018.
  17. Chubo Liu, Kenli Li, and Keqin Li, "Explorations of game theory applied in cloud computing," Integration of Cloud Computing, Cyber Physical Systems and Internet of Things, Rajiv Ranjan, Karan Mitra, Prem Prakash Jayaraman, Lizhe Wang, and Albert Zomaya, eds., Springer-Verlag, 2018.
  18. Hua Ma, Keqin Li, and Zhigang Hu, "Trustworthy service selection for potential users in cloud computing environment," Integration of Cloud Computing, Cyber Physical Systems and Internet of Things, Rajiv Ranjan, Karan Mitra, Prem Prakash Jayaraman, Lizhe Wang, and Albert Zomaya, eds., Springer-Verlag, 2018.
  19. Yanbiao Li, Dafang Zhang, and Keqin Li, "SDN components and OpenFlow," Big-Data and Software Defined Networks, Javid Taheri, ed., Chapter 3, IET Book Series on Big Data, 2018. [toc] [pdf]
  20. K. Li, "Terminal paging with fast speed, low cost, and high quality of service," Advances in Communications and Media Research, Volume 13, Nova Science Publishers, 2018. [pdf]
  21. Xiujuan Du, Meiju Li, and Keqin Li, "Reliable transmission protocol for underwater acoustic networks," Computer and Network Security Essentials, Kevin Daimi, Guillermo A. Francia, III, Levent Ertaul, Luis Hernandez Encinas, Eman El-Sheikh, eds., Chapter 10, pp. 173-187, Springer International Publishing, 2018. [toc] [pdf]
  22. Jing Mei, Kenli Li, and Keqin Li, "Profit optimization in cloud computing," From Parallel to Emergent Computing, Andrew Adamatzky, ed., Taylor & Francis Group of CRC Press, 2018.
  23. K. Li, "Analytical modeling and optimization of an elastic cloud server system," From Parallel to Emergent Computing, Andrew Adamatzky, ed., Taylor & Francis Group of CRC Press, 2018.
  24. Hao Li, Kenli Li, and Keqin Li, "Machine learning models for big data recommendations," Big Data Recommender Systems: Recent Trends and Advances, Osman Khalid, Samee U. Khan, and Albert Y. Zomaya, eds., Institution of Engineering and Technology, 2018.

Recent Journal Articles (最近学术期刊论文) (2016 - 2018)

    2016

  1. K. Li, "Energy-efficient task scheduling on multiple heterogeneous computers: algorithms, analysis, and performance evaluation," IEEE Transactions on Sustainable Computing, vol. 1, no. 1, pp. 7-19, January-June 2016. [IEEE Xplore] [pdf] [supplement]
  2. Guo Pan, Kenli Li, Aijia Ouyang, and Keqin Li, "Hybrid immune algorithm based on greedy algorithm and delete-cross operator for solving TSP," Soft Computing, vol. 20, no. 2, pp. 555-566, February 2016. [abstract] [pdf]
  3. Chubo Liu, Kenli Li, Chengzhong Xu, and Keqin Li, "Strategy configurations of multiple users competition for cloud service reservation," IEEE Transactions on Parallel and Distributed Systems, vol. 27, no. 2, pp. 508-520, February 2016. [abstract] [IEEE Xplore] [pdf]
  4. Guangyan Zhang, Guiyong Wu, Shupeng Wang, Jiwu Shu, Weimin Zheng, and Keqin Li, "CaCo: An efficient Cauchy coding approach for cloud storage systems," IEEE Transactions on Computers, vol. 65, no. 2, pp. 435-447, February 2016. [abstract] [IEEE Xplore] [pdf]
  5. Xu Zhou, Kenli Li, Yantao Zhou, and Keqin Li, "Adaptive processing for distributed skyline queries over uncertain data," IEEE Transactions on Knowledge and Data Engineering, vol. 28, no. 2, pp. 371-384, February 2016. [abstract] [IEEE Xplore] [pdf]
  6. Xiujuan Du, Keqin Li, Xiuxiu Liu, and Yishan Su, "RLT code based handshake-free reliable MAC protocol for underwater sensor networks," Journal of Sensors, vol. 2016, Article ID 3184642, 11 pages, 2016. [abstract] [pdf]
  7. Chunyan Peng, Xiujuan Du, Keqin Li, and Meiju Li, "An ultra lightweight encryption scheme in underwater acoustic networks," Journal of Sensors, vol. 2016, Article ID 8763528, 10 pages, 2016. [abstract] [pdf]
  8. Zhou Zhou, Zhigang Hu, and Keqin Li, "Virtual machine placement algorithm for both energy-awareness and SLA violation reduction in cloud data centers," Scientific Programming (Special Issue on Resource Management in Virtualized Clouds), vol. 2016, Article ID 5612039, 11 pages, 2016. [abstract] [pdf]
  9. Shuoyi Zhao, Ruixuan Li, Wenlong Tian, Weijun Xiao, Xinhua Dong, Dongjie Liao, Samee U. Khan, and Keqin Li, "Divide-and-conquer approach for solving singular value decomposition based on MapReduce," Concurrency and Computation: Practice and Experience (Special Issue on Advances in Modelling and Simulation for Big-data Applications), vol. 28, no. 2, pp. 331-350, February 2016. [abstract] [pdf]
  10. Lanjun Wan, Kenli Li, Jing Liu, and Keqin Li, "Efficient CPU-GPU cooperative computing for solving the subset-sum problem," Concurrency and Computation: Practice and Experience (Special Issue on Programming Models and Applications for Multicores and Manycores), vol. 28, no. 2, pp. 492-516, February 2016. [abstract] [pdf]
  11. Xin Huang, Longxin Zhang, Renfa Li, Lanjun Wan, and Keqin Li, "Novel heuristic speculative execution strategies in heterogeneous distributed environments," Computers & Electrical Engineering, vol. 50, pp. 166-179, February 2016. [abstract] [pdf]
  12. Zhuo Tang, Ling Qi, Zhenzhen Cheng, Kenli Li, Samee U. Khan, and Keqin Li, "An energy-efficient task scheduling algorithm in DVFS-enabled cloud environment," Journal of Grid Computing (Special Issue on Green Cloud Computing), vol. 14, no. 1, pp. 55-74, March 2016. [abstract] [pdf]
  13. K. Li, "Power and performance management for parallel computations in clouds and data centers," Journal of Computer and System Sciences (Special Issue on Energy Efficient Methods and Systems in the Emerging Cloud Era), vol. 82, no. 2, pp. 174-190, March 2016. [abstract] [pdf]
  14. K. Li, "Improving multicore server performance and reducing energy consumption by workload dependent dynamic power management," IEEE Transactions on Cloud Computing (Special Issue on Green and Energy-Efficient Cloud Computing), vol. 4, no. 2, pp. 122-137, April-June 2016. [abstract] [IEEE Xplore] [pdf] [supplement]
  15. Juan Luo, Zanyi He, Yu Liu, Junli Zha and Keqin Li, "Energy confirmable overlapping target tracking based on compressive sensing in wireless sensor networks," Ad Hoc & Sensor Wireless Networks, vol. 32, no. 1-2, pp. 131-148, 2016. [abstract] [pdf]
  16. Siyang Yu, Kenli Li, Keqin Li, Yunchuan Qin, Zhao Tong, "A VLSI implementation of an SM4 algorithm resistant to power analysis," Journal of Intelligent & Fuzzy Systems, vol. 31, no. 2, pp. 795-803, 2016. [abstract] [pdf]
  17. Weihua Zheng, Shenping Xiao, Kenli Li, Keqin Li, Weijin Jiang, "A performance-efficient and datapath-regular implementation of modified split-radix fast Fourier transform," Journal of Intelligent & Fuzzy Systems, vol. 31, no. 2, pp. 957-965, 2016. [abstract] [pdf]
  18. Guoqing Xiao, Fan Wu, Xu Zhou, and Keqin Li, "Probabilistic top-k range query processing for uncertain databases," Journal of Intelligent & Fuzzy Systems, vol. 31, no. 2, pp. 1109-1120, 2016. [abstract] [pdf]
  19. Chengwen Wu, Guangyan Zhang, and Keqin Li, "Rethink computer architectures and software systems for phase change memory," ACM Journal on Emerging Technologies in Computing Systems, vol. 12, no. 4, Article 33, May 2016. [abstract] [pdf]
  20. Tao Jin, Jianmin Wang, Yun Yang, Lijie Wen, and Keqin Li, "Refactor business process models with maximized parallelism," IEEE Transactions on Services Computing, vol. 9, no. 3, pp. 456-468, May-June 2016. [abstract] [pdf]
  21. Longxin Zhang, Kenli Li, Keqin Li, and Yuming Xu, "Joint optimization of energy efficiency and system reliability for precedence constrained tasks in heterogeneous systems," International Journal of Electrical Power and Energy Systems, vol. 78, pp. 499-512, June 2016. [abstract] [pdf]
  22. Bing Xiong, Kun Yang, Jinyuan Zhao, Wei Li, and Keqin Li, "Performance evaluation of openflow-based software-defined networks based on queueing model," Computer Networks, vol. 102, pp. 172-185, June 2016. [abstract] [pdf]
  23. Mingxing Duan, Kenli Li, Zhuo Tang, Guoqing Xiao, and Keqin Li, "Selection and replacement algorithms for memory performance improvement in Spark," Concurrency and Computation: Practice and Experience (Special Issue on WPBA 2014), vol. 28, no. 8, pp. 2473-2486, June 2016. [abstract] [pdf]
  24. Maomeng Su, Lei Zhang, Yongwei Wu, Kang Chen, and Keqin Li, "Systematic data placement optimization in multi-cloud storage for complex requirements," IEEE Transactions on Computers, vol. 65, no. 6, pp. 1964-1977, June 2016. [abstract] [pdf]
  25. Zhuo Tang, Min Liu, Almoalmi Ammar, Kenli Li, and Keqin Li, "An optimized MapReduce workflow scheduling algorithm for heterogeneous computing," Journal of Supercomputing, vol. 72, no. 6, pp. 2059-2079, June 2016. [abstract] [pdf]
  26. Wei Ai, Kenli Li, Shenglin Lan, Fan Zhang, Jing Mei, Keqin Li, and Rajkumar Buyya, "On elasticity measurement in cloud computing," Scientific Programming (Special Issue on Resource Management in Virtualized Clouds), vol. 2016, Article ID 7519507, 13 pages, 2016. [abstract] [pdf]
  27. Xiongwei Fei, Kenli Li, Wangdong Yang, and Keqin Li, "A secure and efficient file protecting system based on SHA3 and parallel AES," Parallel Computing, vol. 52, pp. 106-132, 2016. [abstract] [pdf]
  28. Jianhua Jiang, Yunzhao Feng, Milan Parmar, and Keqin Li, "FP-ABC: fast and parallel ABC-based energy-efficiency live VM allocation policy in data centers," Scientific Programming (Special Issue on Resource Management in Virtualized Clouds), vol. 2016, Article ID 9524379, 9 pages, 2016. [abstract] [pdf]
  29. Ahmad Salah, Kenli Li, and Keqin Li, "Lazy-Merge: A novel implementation for indexed parallel K-way in-place merging," IEEE Transactions on Parallel and Distributed Systems, vol. 27, no. 7, pp. 2049-2061, July 2016. [abstract] [IEEE Xplore] [pdf] [supplement]
  30. Jidong Zhai, Wenguang Chen, Weimin Zheng, and Keqin Li, "Performance prediction for large-scale parallel applications using representative replay," IEEE Transactions on Computers, vol. 65, no. 7, pp. 2184-2198, July 2016. [abstract] [pdf]
  31. Fujunku Chen, Zhigang Hu, Keqin Li, and Wei Liu, "A hybrid skin detection model from multiple color spaces based on a dual-threshold Bayesian algorithm," International Journal of Pattern Recognition and Artificial Intelligence, vol. 30, no. 7, 1655018 [25 pages], August 2016. [abstract] [pdf]
  32. Kenli Li, Chubo Liu, Keqin Li, and Albert Zomaya, "A framework of price bidding configurations for resource usage in cloud computing," IEEE Transactions on Parallel and Distributed Systems, vol. 27, no. 8, pp. 2168-2181, August 2016. [IEEE Xplore] [pdf] [supplement]
  33. Tao Deng, Xian Wang, Pingzhi Fan, and Keqin Li, "Modeling and performance analysis of a tracking-area-list-based location management scheme in LTE networks," IEEE Transactions on Vehicular Technology, vol. 65, no. 8, pp. 6417-6431, August 2016. [abstract] [pdf]
  34. K. Li, "Energy and time constrained task scheduling on multiprocessor computers with discrete speed levels," Journal of Parallel and Distributed Computing (Special Issue on Energy Efficient Multi-Core and Many-Core Systems (E2MC2)), vol. 95, pp. 15-28, September 2016. [abstract] [pdf]
  35. Hua Ma, Zhigang Hu, Keqin Li, and Hongyu Zhang, "Toward trustworthy cloud service selection: A time-aware approach using interval neutrosophic set," Journal of Parallel and Distributed Computing, vol. 96, pp. 75-94, October 2016. [abstract] [pdf] (This is one of the most downloaded articles in 2016.)
  36. Kenli Li, Wangdong Yang, and Keqin Li, "A hybrid parallel solving algorithm on GPU for quasi-tridiagonal system of linear equations," IEEE Transactions on Parallel and Distributed Systems, vol. 27, no. 10, pp. 2795-2808, October 2016. [IEEE Xplore] [pdf]
  37. Jianguo Chen, Kenli Li, Zhuo Tang, Kashif Bilal, and Keqin Li, "A parallel patient treatment time prediction algorithm and its applications in hospital queuing-recommendation in a big data environment," IEEE Assess (Special Section on Theoretical Foundations for Big Data Applications: Challenges and Opportunities), vol. 4, pp. 1767-1783, 2016. [IEEE Xplore] [pdf]
  38. Changlong Gu, Bo Liao, Xiaoying Li, and Keqin Li, "Network consistency projection for human miRNA-disease associations inference," Scientific Reports (Impact Factor: 5.228) , vol. 6, Article number 36054, 25 October 2016. [abstract] [pdf]
  39. Xu Zhou, Kenli Li, Guoqing Xiao, Yantao Zhou, and Keqin Li, "Top k favorite probabilistic products queries," IEEE Transactions on Knowledge and Data Engineering, vol. 28, no. 10, pp. 2808-2821, 2016. [IEEE Xplore] [pdf]
  40. Guoqi Xie, Gang Zeng, Liangjiao Liu, Renfa Li, and Keqin Li, "High performance real-time scheduling of multiple mixed-criticality functions in heterogeneous distributed embedded systems," Journal of Systems Architecture (Special Issue High Performance Computing, Communication and Embedded Software/Systems), vol. 70, pp. 3-14, October 2016. [abstract] [pdf]
  41. Lanjun Wan, Kenli Li, and Keqin Li, "A novel cooperative accelerated parallel two-list algorithm for solving the subset-sum problem on a hybrid CPU-GPU cluster," Journal of Parallel and Distributed Computing, vol. 97, pp. 112-123, November 2016. [abstract] [pdf] (This is one of the most downloaded articles in 2016.)
  42. Guoqing Xiao, Kenli Li, Xu Zhou, and Keqin Li, "Queueing analysis of continuous queries for uncertain data streams over sliding windows," International Journal of Pattern Recognition and Artificial Intelligence, vol. 30, no. 9, 16 pp., November 2016. [abstract] [pdf]
  43. Guoqi Xie, Gang Zeng, Liangjiao Liu, Renfa Li, and Keqin Li, "Mixed real-time scheduling of multiple DAGs-based applications on heterogeneous multi-core processors," Microprocessors and Microsystems (MICPRO) (Special Issue on Real-Time Scheduling on Heterogeneous Multi-core Processors), vol. 47, Part A, pp. 93-103, November 2016. [abstract] [pdf]
  44. Huailiang Tan, Chao Li, Zaihong He, Keqin Li, and Kai Hwang, "VMCD: a virtual multi-channel disk I/O scheduling method for virtual machines," IEEE Transactions on Services Computing, vol. 9, no. 6, pp. 982-995, November/December 2016. [abstract] [pdf]
  45. Junjie Chen, Kenli Li, Zhuo Tang, Chubo Liu, Yan Wang, and Keqin Li, "Data-aware task scheduling on heterogeneous hybrid memory multiprocessor systems," Concurrency and Computation: Practice and Experience, vol. 28, no. 17, pp. 4443-4459, December 2016. [abstract] [pdf]
  46. Bo Yang, Zhiyong Li, Shaomiao Chen, Tao Wang, and Keqin Li, "A stackelberg game approach for energy-aware resource allocation in data centers," IEEE Transactions on Parallel and Distributed Systems, vol. 27, no. 12, pp. 3646-3658, December 2016. [IEEE Xplore] [pdf]

    2017

  47. K. Li, "Location distribution of a mobile terminal and its application to paging cost reduction and minimization," Journal of Parallel and Distributed Computing, vol. 99, pp. 68-89, 2017. [abstract] [pdf]
  48. Ying Liang, Kunlong Qiu, Bo Liao, Wen Zhu, Xuanlin Huang, Lin Li, Xiangtao Chen, and Keqin Li, "Seeksv: an accurate tool for somatic structural variation and virus integration detection," Bioinformatics (Impact Factor: 5.766) , vol. 33, no. 2, pp. 184-191, January 2017. [abstract] [pdf]
  49. Fan Yang, Ruisheng Zhang, Zhao Yang, Rongjing Hu, Mengtian Li, Yongna Yuan, and Keqin Li, "Identifying the most influential spreaders in complex networks by an extended local K-Shell sum," International Journal of Modern Physics C, vol. 28, no. 01, 1750014, January 2017. [abstract]
  50. Jing Mei, Kenli Li, and Keqin Li, "Customer-satisfaction-aware optimal multiserver configuration for profit maximization in cloud computing," IEEE Transactions on Sustainable Computing, vol. 2, no. 1, pp. 17-29, January-March 2017. [IEEE Xplore] [pdf]
  51. Longxin Zhang, Kenli Li, Changyun Li, and Keqin Li, "Bi-objective workflow scheduling of the energy consumption and reliability in heterogeneous computing systems," Information Sciences (Special section on Dependability in Parallel and Distributed Systems and Applications), vol. 379, pp. 241-256, February 2017. [abstract] [pdf]
  52. Junling Shi, Xingwei Wang, Min Huang, Keqin Li, and Sajal K. Das, "Social-based routing scheme for fixed-line VANET," Computer Networks, vol. 113, pp. 230-243, February 2017. [abstract] [pdf]
  53. Lihong Peng, Bo Liao, Wen Zhu, Zejun Li, and Keqin Li, "Predicting drug-target interactions with multi-information fusion," IEEE Journal of Biomedical and Health Informatics, vol. 21, no. 2, pp. 561-572, March 2017. [IEEE Xplore] [pdf]
  54. Zheng Xiao, Zhao Tong, Kenli Li, and Keqin Li, "Learning non-cooperative game for load balancing under self-interested distributed environment," Applied Soft Computing (5-year Impact Factor: 3.288) , vol. 52, pp. 376-386, March 2017. [abstract] [pdf]
  55. Saif U. R. Malik, Kashif Bilal, Samee U. Khan, Bharadwaj Veeravalli, Keqin Li, and Albert Y. Zomaya, "Modeling and analysis of the thermal properties exhibited by cyber physical data centers," IEEE Systems Journal, vol. 11, no. 1, pp. 163-172, March 2017. [IEEE Xplore] [pdf]
  56. Zheng Xiao, Pijun Liang, Zhao Tong, Kenli Li, Samee U. Khan, and Keqin Li, "Self-adaptation and mutual adaptation for distributed scheduling in benevolent clouds," Concurrency and Computation: Practice and Experience, vol. 29, no. 5, 12 pp., March 2017. [abstract] [pdf]
  57. Shuli Wang, Kenli Li, Jing Mei, and Keqin Li, "A reliability-aware task scheduling algorithm based on replication on heterogeneous computing systems," Journal of Grid Computing, vol. 15, no. 1, pp. 23-39, March 2017. [abstract] [pdf]
  58. K. Li, "Design and analysis of parallel file downloading algorithms in peer-to-peer networks," Telecommunication Systems, vol. 64, no. 4, pp. 719-734, April 2017. [abstract] [pdf]
  59. Jing Liu, Kenli Li, Dakai Zhu, Jianjun Han, and Keqin Li, "Minimizing cost of scheduling tasks on heterogeneous multicore embedded systems," ACM Transactions on Embedded Computing Systems (Special issue on Languages, Compilers, Tools, and Applied Theory for Embedded Systems), vol. 16, no. 2, Article 36, April 2017. [abstract] [pdf]
  60. Weibiao Li, Bo Liao, Wen Zhu, Min Chen, Li Peng, Xiaohui Wei, Changlong Gu, and Keqin Li, "Maxdenominator reweighted sparse representation for tumor classification," Scientific Reports, vol. 7, Article number 46030, 10 April 2017. [abstract] [pdf]
  61. Jialang Cheng, Weigang Wu, Jiannong Cao, and Keqin Li, "Fuzzy group based intersection control via vehicular networks for smart transportations," IEEE Transactions on Industrial Informatics (Special Section on Internet-of-Things for Smart Cities and Urban Informatics), vol. 13, no. 2, pp. 751-758, April 2017. [IEEE Xplore] [pdf]
  62. Jianguo Chen, Kenli Li, Zhuo Tang, Shui Yu, and Keqin Li, "A parallel random forest algorithm for big data in Spark cloud computing environment," IEEE Transactions on Parallel and Distributed Systems, vol. 28, no. 4, pp. 919-933, April 2017. (This is the spotlight paper of the issue and highlighted on the journal home page and available to the public for free for 30 days.) [IEEE Xplore] [pdf]
  63. Guoqi Xie, Gang Zeng, Renfa Li, and Keqin Li, "Energy-aware processor merging algorithms for deadline-constrained parallel applications in heterogeneous cloud computing," IEEE Transactions on Sustainable Computing (Special Issue on Algorithms and Computational Models for Sustainable Computing in Cloud and Data Centers), vol. 2, no. 2, pp. 62-75, April-June 2017. [IEEE Xplore] [pdf]
  64. K. Li, "Optimal task dispatching for multiple heterogeneous multiserver systems with dynamic speed and power management," IEEE Transactions on Sustainable Computing (Special Issue on Algorithms and Computational Models for Sustainable Computing in Cloud and Data Centers), vol. 2, no. 2, pp. 167-182, April-June 2017. [IEEE Xplore] [pdf] [supplement]
  65. Wangdong Yang, Kenli Li, and Keqin Li, "A parallel solving method for block-tridiagonal equations on CPU-GPU heterogeneous computing systems," Journal of Supercomputing, vol. 73, no. 5, pp. 1760-1781, May 2017. [abstract] [pdf]
  66. Weihua Zheng, Kenli Li, Keqin Li, and Hing Cheung So, "A modified multiple alignment fast Fourier transform with higher efficiency," IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 14, no. 3, pp. 634-645, May-June 2017. [IEEE Xplore] [pdf]
  67. Wangdong Yang, Kenli Li, and Keqin Li, "A hybrid computing method of SpMV on CPU-GPU heterogeneous computing systems," Journal of Parallel and Distributed Computing, vol. 104, pp. 49-60, June 2017. [abstract] [pdf]
  68. Bing Xiong, Kun Yang, Jinyuan Zhao, and Keqin Li, "Efficient and robust dynamic network traffic partitioning based on flow tables," Journal of Network and Computer Applications, vol. 87, pp. 20-31, June 2017. [abstract] [pdf]
  69. Guoqi Xie, Junqiang Jiang, Renfa Li, and Keqin Li, "Minimizing energy consumption of real-time parallel applications using downward and upward approaches on heterogeneous systems," IEEE Transactions on Industrial Informatics, vol. 13, no. 3, pp. 1068-1078, June 2017. [IEEE Xplore] [pdf]
  70. Mazhar Ali, Revathi Dhamotharan, Eraj Khan, Samee U. Khan, Athanasios V. Vasilakos, Keqin Li, and Albert Y. Zomaya, "SeDaSC: secure data sharing in clouds," IEEE Systems Journal (Special Issue on Insider Threats to Information Security, Digital Espionage and Counter-Intelligence), vol. 11, no. 2, pp. 395-404, June 2017. [abstract] [pdf]
  71. Xiujuan Du, Chunyan Peng, and Keqin Li, "A secure routing scheme for underwater acoustic networks," International Journal of Distributed Sensor Networks (Special Issue on Green Wireless Sensor Networks), vol. 13, no. 6, 13 pp., June 2017. [abstract] [pdf]
  72. Zuojie Deng, Kenli Li, Keqin Li, and Jingli Zhou, "A multi-user searchable encryption scheme with keyword authorization in a cloud storage," Future Generation Computer Systems (Special Issue on Security and Privacy in Big Data Clouds), vol. 72, pp. 208-218, July 2017. [abstract] [pdf]
  73. Li Peng, Manman Peng, and Keqin Li, "Improved low-rank matrix recovery method for predicting miRNA-disease association," Scientific Reports, vol. 7, Article number 6007, 20 July 2017. [abstract] [article] [pdf] [supplement]
  74. Muhammad Usman Shahid Khan, Osman Khalid, Ying Huang, Fan Zhang, Rajiv Ranjan, Samee Khan, Junwei Cao, Keqin Li, Bharadwaj Veeravalli, and Albert Zomaya, "MacroServ: a route recommendation service for large-scale evacuations," IEEE Transactions on Services Computing, vol. 10, no. 4, pp. 589-602, July-August 2017. [IEEE Xplore] [pdf]
  75. Jianhui Lv, Xingwei Wang, Min Huang, Junling Shi, Keqin Li, and Jie Li, "RISC: ICN routing mechanism incorporating SDN and community division," Computer Networks, vol. 123, pp. 88-103, August 2017. [abstract] [pdf]
  76. Yan Wang, Kenli Li, and Keqin Li, "Partition scheduling on heterogeneous multicore processors for multi-dimensional loops applications," International Journal of Parallel Programming, vol. 45, no. 4, pp. 827-852, August 2017. [abstract] [pdf]
  77. Guoqi Xie, Yuekun Chen, Yan Liu, Yehua Wei, Renfa Li, and Keqin Li, "Resource consumption cost minimization of reliable parallel applications on heterogeneous embedded systems," IEEE Transactions on Industrial Informatics, vol. 13, no. 4, pp. 1629-1640, August 2017. [IEEE Xplore] [pdf]
  78. Hongfang Gong, Renfa Li, Jiyao An, Weiwei Chen, and Keqin Li, "Scheduling algorithms of flat semi-dormant multicontrollers for a cyber-physical system," IEEE Transactions on Industrial Informatics, vol. 13, no. 4, pp. 1665-1680, August 2017. [IEEE Xplore] [pdf]
  79. Guoqing Xiao, Kenli Li, and Keqin Li, "Reporting l most influential objects in uncertain databases based on probabilistic reverse top-k queries," Information Sciences, vol. 405, pp. 207-226, September 2017. [abstract] [pdf]
  80. Weihong Chen, Guoqi Xie, Jiyao An, Renfa Li, Chunnian Fan, and Keqin Li, "Efficient task scheduling for budget constrained parallel applications on heterogeneous cloud computing," Future Generation Computer Systems, vol. 74, pp. 1-11, September 2017. [abstract] [pdf]
  81. Yikun Hu, Chubo Liu, Kenli Li, Xuedi Chen, and Keqin Li, "Slack allocation algorithm for energy minimization in cluster systems," Future Generation Computer Systems (Middleware Services for Heterogeneous Distributed Computing (MidHDC)), vol. 74, pp. 119-131, September 2017. [abstract] [pdf]
  82. Jianhua Jiang, Yunzhao Feng, Jia Zhao, and Keqin Li, "DataABC: A fast ABC-based energy-efficient live VM consolidation policy with data-intensive energy evaluation model," Future Generation Computer Systems (Middleware Services for Heterogeneous Distributed Computing (MidHDC)), vol. 74, pp. 132-141, September 2017. [abstract] [pdf]
  83. Xinhua Dong, Ruixuan Li, Heng He, Xiwu Gu, Mudar Sarem, Meikang Qiu, and Keqin Li, "EDS: An efficient data selection policy for search engine storage architectures," Future Generation Computer Systems (Middleware Services for Heterogeneous Distributed Computing (MidHDC)), vol. 74, pp. 220-231, September 2017. [abstract] [pdf]
  84. Chao Bu, Xingwei Wang, Hui Cheng, Min Huang, Keqin Li, Sajal K. Das, "Enabling adaptive routing service customization via the integration of SDN and NFV," Journal of Network and Computer Applications, vol. 93, pp. 123-136, September 2017. [abstract] [pdf]
  85. Zhuo Tang, Zhongming Fu, Zherong Gong, Kenli Li, and Keqin Li, "A parallel conditional random fields model based on Spark computing environment," Journal of Grid Computing, vol. 15, no. 3, pp. 323-342, September 2017. [abstract] [pdf]
  86. Changlong Gu, Bo Liao, Xiaoying Li, Lijun Cai, Haowen Chen, Keqin Li, and Jialiang Yang, "Network-based collaborative filtering recommendation model for inferring novel disease-related miRNAs," RSC Advances, vol. 7, pp. 44961-44971, 20 September 2017. [abstract] [pdf]
  87. Changlong Gu, Bo Liao, Xiaoying Li, Lijun Cai, Zejun Li, Keqin Li, and Jialiang Yang, "Global network random walk for predicting potential human lncRNA-disease associations," Scientific Reports, vol. 7, Article number 12442, 29 September 2017. [abstract] [pdf]
  88. Cen Chen, Aijia Ouyang, Kenli Li, and Keqin Li, "A parallel approximate SS-ELM algorithm based on MapReduce for large-scale datasets," Journal of Parallel and Distributed Computing (Special Issue on Scalable Computing Systems for Big Data Applications), vol. 108, pp. 85-94, October 2017. [abstract] [pdf]
  89. Jianhui Lv, Xingwei Wang, Kexin Ren, Min Huang, and Keqin Li, "ACO-inspired information-centric networking routing mechanism," Computer Networks, vol. 126, pp. 200-217, October 2017. [abstract] [pdf]
  90. Cen Chen, Kenli Li, Aijia Ouyang, Zhuo Tang, and Keqin Li, "GPU-accelerated parallel hierarchical extreme learning machine on Flink for big data," IEEE Transactions on Systems, Man and Cybernetics: Systems (Special Issue on Efficient and Rapid Machine Learning Algorithms for Big Data and Dynamic Varying Systems), vol. 47, no. 10, pp. 2740-2753, October 2017. [IEEE Xplore] [pdf]
  91. Dawei Sun, Guangyan Zhang, Chengwen Wu, Keqin Li, and Weimin Zheng, "Building a fault tolerant framework with deadline guarantee in big data stream computing environments," Journal of Computer and System Sciences (Special Issue on Theoretical and Algorithmic Foundation for Big Data), vol. 89, pp. 4-23, November 2017. [abstract] [pdf]
  92. Guoqing Xiao, Kenli Li, Xu Zhou, and Keqin Li, "Efficient monochromatic and bichromatic probabilistic reverse top-k query processing for uncertain big data," Journal of Computer and System Sciences (Special Issue on Theoretical and Algorithmic Foundation for Big Data), vol. 89, pp. 92-113, November 2017. [abstract] [pdf]
  93. Guoqi Xie, Gang Zeng, Ryo Kurachi, Hiroaki Takada, Renfa Li, and Keqin Li, "WCRT analysis of CAN messages in gateway-integrated in-vehicle networks," IEEE Transactions on Vehicular Technology, vol. 66, no. 11, pp. 9623-9637, November 2017. [IEEE Xplore] [pdf]
  94. Xinguo Lu, Jibo Lu, Bo Liao, and Keqin Li, "Driver pattern identification over the gene co-expression of drug response in ovarian cancer by integrating high throughput genomics data," Scientific Reports, vol. 7, Article number 16188, 23 November 2017. [abstract] [pdf]
  95. Hui Yin, Zheng Qin, Lu Ou, and Keqin Li, "A query privacy-enhanced and secure search scheme over encrypted data in cloud computing," Journal of Computer and System Sciences (Special Issue on Security and Privacy in Big Data and Cloud), vol. 90, pp. 14-27, December 2017. [abstract] [pdf]
  96. Huan Zhao, Xixiang Zhang, and Keqin Li, "A sentiment classification model using group characteristics of writing style features," International Journal of Pattern Recognition and Artificial Intelligence, vol. 31, no. 12, December 2017. [abstract]
  97. Guoqi Xie, Gang Zeng, Renfa Li, and Keqin Li, "Energy-efficient scheduling algorithms for real-time parallel applications on heterogeneous distributed embedded systems," IEEE Transactions on Parallel and Distributed Systems, vol. 28, no. 12, pp. 3426-3442, December 2017. [IEEE Xplore] [pdf]
  98. Rizwana Irfan, Osman Khalid, Muhammad Usman Shahid Khan, Camilia Chira, Rajiv Ranjan, Fan Zhang, Samee Khan, Bharadwaj Veeravalli, Keqin Li, and Albert Zomaya, "MobiContext: a context-aware cloud-based recommendation framework," IEEE Transactions on Cloud Computing, vol. 5, no. 4, pp. 712-724, October-December 2017. [abstract] [IEEE Xplore] [pdf]

    2018

  99. Zhuo Tang, Xiangshen Zhang, Li Yang, and Keqin Li, "An intermediate data placement algorithm for load balancing in Spark computing environment," Future Generation Computer Systems (Special Issue on High Performance Scheduling for Heterogeneous Distributed Systems), vol. 78, Part 1, pp. 287-301, January 2018. [abstract] [pdf]
  100. Wangdong Yang, Kenli Li, and Keqin Li, "A parallel computing method using blocked format with optimal partitioning for SpMV on GPU," Journal of Computer and System Sciences, vol. 92, pp. 152-170, March 2018. [abstract] [pdf]
  101. Siqi Ren, Bo Liao, Wen Zhu, and Keqin Li, "The knowledge maximized ensemble algorithm for different types of concept drift," Information Sciences, vols. 430-431, pp. 261-281, March 2018. [abstract] [pdf]
  102. Mazhar Ali, Kashif Bilal, Samee Khan, Bharadwaj Veeravalli, Keqin Li, and Albert Zomaya, "DROPS: division and replication of data in the cloud for optimal performance and security," IEEE Transactions on Cloud Computing (Special Issue on Security and Privacy Protection on Clouds), in press, 2018. [abstract] [IEEE Xplore] [pdf]
  103. Yongxing Liu, Kenli Li, Zhuo Tang, and Keqin Li, "Energy-aware list-based scheduling for parallel applications in cloud," International Journal of Embedded Systems, in press, 2018. [abstract] [pdf]
  104. Xiongwei Fei, Kenli Li, Wangdong Yang, and Keqin Li, "Practical parallel AES algorithms on cloud for massive users and their performance evaluation," Concurrency and Computation: Practice and Experience (Special Issue on Embedded Multi-core Computing and Applications), in press, 2018. [Abstract] [pdf]
  105. Shengmei Luo, Guangyan Zhang, Chengwen Wu, Samee U. Khan, and Keqin Li, "Boafft: distributed deduplication for big data storage in the cloud," IEEE Transactions on Cloud Computing (Special Issue on Big Data Computing on Clouds), in press, 2018. [abstract] [IEEE Xplore] [pdf]
  106. Jing Mei, Kenli Li, and Keqin Li, "A fund constrained investment scheme for profit maximization in cloud computing," IEEE Transactions on Services Computing, in press, 2018. [IEEE Xplore] [pdf]
  107. Bo Wang, Jinlei Jiang, Yongwei Wu, Guangwen Yang, and Keqin Li, "Accelerating MapReduce on commodity clusters: an SSD-empowered approach," IEEE Transactions on Big Data (Special Issue on Big Data Infrastructure), in press, 2018. [IEEE Xplore] [pdf]
  108. Zhuo Tang, Wen Ma, Kenli Li, and Keqin Li, "A data skew oriented reduce placement algorithm based on sampling," IEEE Transactions on Cloud Computing (Special Issue on Many-Task Computing in the Cloud), in press, 2018. [IEEE Xplore] [pdf]
  109. Muhammad Usman Shahid Khan, Assad Abbas, Mazhar Ali, Muhammad Jawad, Samee U. Khan, Keqin Li, and Albert Y. Zomaya, "On the correlation of sensor location and human activity recognition in body area networks (BANs)," IEEE Systems Journal (Special Issue on Communications Technologies and Infrastructures for Smart eHealth Systems), in press, 2018. [IEEE Xplore]
  110. Guoqi Xie, Xiongren Xiao, Renfa Li, and Keqin Li, "Schedule length minimization of parallel applications with energy consumption constraints using heuristics on heterogeneous distributed systems," Concurrency and Computation: Practice and Experience, in press, 2018. [abstract] [pdf]
  111. Guoqi Xie, Yuekun Chen, Yan Liu, Chunnian Fan, Renfa Li, and Keqin Li, "JDAS: A software development framework for multidatabases," Software: Practice and Experience (Special Issue on Architectural Design Methods for SOA and Cloud), in press, 2018. [abstract] [pdf]
  112. Nikos Tziritas, Samee U. Khan, Thanasis Loukopoulos, Spyros Lalis, Cheng-Zhong Xu, Keqin Li, Albert Y. Zomaya, "Online inter-datacenter service migrations," IEEE Transactions on Cloud Computing (Special Issue on Advances of Utility and Cloud Computing Technologies and Services), in press, 2018. [IEEE Xplore]
  113. Guo Li, Dafang Zhang, Yanbiao Li, Jintao Zheng, and Keqin Li, "An energy-efficient fuzzy control model for GPU-accelerated packet classification," Concurrency and Computation: Practice and Experience (Special Issue on Tianjin 2016), in press, 2018. [abstract] [pdf]
  114. Mingxing Duan, Kenli Li, Xiangke Liao, and Keqin Li, "A parallel multi-classification algorithm for big data using an extreme learning machine," IEEE Transactions on Neural Networks and Learning Systems, in press, 2018. [IEEE Xplore]
  115. K. Li, "Scheduling parallel tasks with energy and time constraints on multiple manycore processors in a cloud computing environment," Future Generation Computer Systems (Special Issue on The Road to Exascale: Advances on High Performance Computing and Simulations), in press, 2018. [abstract] [pdf]
  116. Chao Bu, Xingwei Wang, Min Huang, and Keqin Li, "SDNFV-based dynamic network function deployment: model and mechanism," IEEE Communication Letters, in press, 2018. [IEEE Xplore] [pdf]
  117. K. Li, "Quantitative modeling and analytical calculation of elasticity in cloud computing," IEEE Transactions on Cloud Computing (Special Issue on Advances of Utility and Cloud Computing Technologies and Services), in press, 2018. [IEEE Xplore] [pdf] [supplement]
  118. Guoqi Xie, Gang Zeng, Yuekun Chen, Yang Bai, Zhili Zhou, Renfa Li, and Keqin Li, "Minimizing redundancy to satisfy reliability requirement for a parallel application on service-based heterogeneous systems," IEEE Transactions on Services Computing, in press, 2018. [IEEE Xplore] [pdf]
  119. Guoqi Xie, Gang Zeng, Renfa Li, and Keqin Li, "Adaptive dynamic scheduling on multi-functional mixed-criticality automotive cyber-physical systems," IEEE Transactions on Vehicular Technology, in press, 2018. [IEEE Xplore]
  120. Chengxi Gao, Victor C.S. Lee, and Keqin Li, "DemePro: Decouple packet marking from enqueuing for multiple services with proactive congestion control," IEEE Transactions on Cloud Computing, in press, 2018. [IEEE Xplore]
  121. Jing Huang, Renfa Li, Keqin Li, Jiyao An, Derrick Ntalasha, "Energy-efficient resource utilization for heterogeneous embedded computing systems," IEEE Transactions on Computers, in press, 2018. [IEEE Xplore]
  122. Xiongwei Fei, Kenli Li, Wangdong Yang, and Keqin Li, "Velocity-aware parallel encryption algorithm with low energy consumption for streams," IEEE Transactions on Big Data (Special Issue on Theoretical Foundations for Big Data Security and Privacy), in press, 2018. [IEEE Xplore]
  123. Sahibzada M. Ali, Muhammad Jawad, M. Usman S. Khan, Kashif Bilal, Jacob Glower, Scott C. Smith, Samee U. Khan, Keqin Li, and Albert Y. Zomaya, "An ancillary services model for data centers and power systems," IEEE Transactions on Cloud Computing, in press, 2018. [IEEE Xplore]
  124. Chubo Liu, Kenli Li, Keqin Li, and Rajkumar Buyya, "A new service mechanism for profit maximization of a cloud provider and its users," IEEE Transactions on Cloud Computing, in press, 2018. [IEEE Xplore]
  125. Xiongren Xiao, Guoqi Xie, Cheng Xu, Chunnian Fan, Renfa Li, and Keqin Li, "Maximizing reliability of energy constrained parallel applications on heterogeneous distributed systems," Journal of Computational Science, in press, 2018. [abstract] [pdf]
  126. Guoqi Xie, Gang Zeng, Junqiang Jiang, Chunnian Fan, Renfa Li, and Keqin Li, "Energy management for multiple real-time workflows on cyber-physical cloud systems," Future Generation Computer Systems (Special Issue on Energy Management for Cyber-Physical Cloud Systems), in press, 2018. [abstract] [pdf]
  127. Hui Yin, Zheng Qin, Jixin Zhang, Lu Ou, and Keqin Li, "Achieving secure, universal, and fine-grained query results verification for secure search scheme over encrypted cloud data," IEEE Transactions on Cloud Computing, in press, 2018. [IEEE Xplore]
  128. Guoqi Xie, Yuekun Chen, Xiongren Xiao, Cheng Xu, Renfa Li, and Keqin Li, "Energy-efficient fault-tolerant scheduling of reliable parallel applications on heterogeneous embedded systems," IEEE Transactions on Sustainable Computing (Special Issue on Low-Power Dependable Computing), in press, 2018. [IEEE Xplore]
  129. Hao Li, Kenli Li, Jiyao An, and Keqin Li, "MSGD: A novel matrix factorization approach for large-scale collaborative filtering recommender systems on GPUs," IEEE Transactions on Parallel and Distributed Systems, in press, 2018. [IEEE Xplore] [pdf]
  130. Yan Wang, Kenli Li, Jun Zhang, and Keqin Li, "Energy optimization for data allocation with hybrid SRAM+NVM SPM," IEEE Transactions on Circuits and Systems I, in press, 2018. [IEEE Xplore] [pdf]
  131. Zhou Zhou, Fangmin Li, Jemal Abawajy, Zhigang Hu, Morshed Chowdhury, and Keqin Li, "Fine-grained energy consumption model of servers based on task characteristics in cloud data center," IEEE Assess, in press, 2018. [IEEE Xplore]
  132. Zhou Zhou, Zhigang Hu, Jemal Abawajy, Morshed Chowdhury, Keqin Li, Hongbing Cheng, Abdulhameed A. Alelaiwi, "Minimizing SLA violation and power consumption in cloud data centers using adaptive energy-aware algorithms," Future Generation Computer Systems, in press, 2018. [abstract]
  133. Longxin Zhang, Kenli Li, and Keqin Li, "Contention-aware reliability efficient scheduling on heterogeneous computing systems," IEEE Transactions on Sustainable Computing, in press, 2018. [IEEE Xplore]
  134. K. Li, "Energy constrained scheduling of stochastic tasks," Journal of Supercomputing, in press, 2018. [abstract] [pdf] [Springer Nature SharedIt]
  135. Wei Ai, Kenli Li, and Keqin Li, "An effective hot topic detection method for microblog on Spark," Applied Soft Computing (Special Issue on Non-iterative Approaches in Learning), in press, 2018. [abstract]
  136. Mingxing Duan, Kenli Li, Canqun Yang, and Keqin Li, "A hybrid deep learning CNN-ELM for age and gender classication," Neurocomputing, in press, 2018. [abstract] [pdf]
  137. Guo Li, Dafang Zhang, Yanbiao Li, and Keqin Li, "Toward energy-efficiency optimization of Pktgen-DPDK for green network testbeds," China Communications (Special Issue Future Internet Architecture and Testbeds), in press, 2018.
  138. Hua Ma, Haibin Zhu, Zhigang Hu, Keqin Li, Wensheng Tang, "Time-aware trustworthiness ranking prediction for cloud services using interval neutrosophic set and ELECTRE," Knowledge-Based Systems (5-year Impact Factor: 4.627) , in press, 2018. [abstract] [pdf]
  139. Guoqi Xie, Gang Zeng, Yan Liu, Jia Zhou, Renfa Li, and Keqin Li, "Fast functional safety verification for distributed automotive applications during early design phase," IEEE Transactions on Industrial Electronics (Impact Factor: 7.168) , in press, 2018. [IEEE Xplore]
  140. Mingxing Duan, Kenli Li, and Keqin Li, "An ensemble CNN2ELM for age estimation," IEEE Transactions on Information Forensics and Security, in press, 2018. [IEEE Xplore]
  141. Guoqi Xie, Yuekun Chen, Renfa Li, and Keqin Li, "Hardware cost design optimization for functional safety-critical parallel applications on heterogeneous distributed embedded systems," IEEE Transactions on Industrial Informatics, in press, 2018. [IEEE Xplore]
  142. Guoqi Xie, Gang Zeng, Jiyao An, Renfa Li, and Keqin Li, "Resource cost-aware fault-tolerant design methodology for end-to-end functional safety computation on automotive cyber-physical systems," ACM Transactions on Cyber-Physical Systems (Special Issue on Dependability in Cyber Physical Systems and Applications), in press, 2018.
  143. Guoqi Xie, Yuekun Chen, Yan Liu, Renfa Li, and Keqin Li, "Minimizing development cost with reliability goal for automotive functional safety during design phases," IEEE Transactions on Reliability, in press, 2018.
  144. Xiongchao Tang, Jidong Zhai, Bowen Yu, Wenguang Chen, Weimin Zheng, Keqin Li, "An efficient in-memory checkpoint method and its practice on fault-tolerant HPL," IEEE Transactions on Parallel and Distributed Systems, in press, 2018.
  145. Guoqi Xie, Gang Zeng, Renfa Li, and Keqin Li, "Quantitative fault-tolerance for reliable workflows on heterogeneous IaaS clouds," IEEE Transactions on Cloud Computing, in press, 2018. [IEEE Xplore] [pdf]
  146. Jianhua Jiang, Xin Tao, Limin Wang, and Keqin Li, "DFC: density fragment clustering without peaks," Journal of Intelligent and Fuzzy Systems, in press, 2018. [pdf]
  147. Xingwei Wang, Jianhui Lv, Min Huang, Keqin Li, Jie Li, Kexin Ren, "Energy-efficient ICN routing mechanism with QoS support," Computer Networks, in press, 2018.
  148. Yupeng Hu, Yonghe Liu, Wenjia Li, Keqin Li, and Zheng Qin, "Unequal failure protection coding technique for distributed cloud storage systems," IEEE Transactions on Cloud Computing, in press, 2018.

Best Paper Award (最佳论文奖)

Xiongren Xiao, Guoqi Xie, Renfa Li, and Keqin Li, "Minimizing schedule length of energy consumption constrained parallel applications on heterogeneous distributed systems," 14th IEEE International Symposium on Parallel and Distributed Processing with Applications, Tianjin, China, 23-26 August 2016. [pdf] [Best Paper Award]


Recent International Conferences (最近国际学术会议) (2013 - 2017)

Professor Li is a

天行健, 君子以自强不息;
地势坤, 君子以厚德载物.