Frontiers of Data and Computing

2023 Vol. 5 No. 1

Research and Design of a Basic Software Stack Architecture for Scientific Data Center

WANG Jiulong,WANG Ronghao,WANG Huajin,LU Changfa,DUAN Junlei

2023, 5 (1): 1–14;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.001

doi: 10.11871/jfdc.issn.2096-742X.2023.01.001

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2023 Vol. 5 No. 1

End-to-End Workflow Framework for Cross-Center Scientific Data Analysis

ZHU Xiaojie,WANG Huajin,SHEN Zhihong,GUO Xuebing,DONG Wen

2023, 5 (1): 15–27;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.002

doi: 10.11871/jfdc.issn.2096-742X.2023.01.002

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2023 Vol. 5 No. 1

Research and Applications of Semantic Association for Scientific Data

LIU Feng,HAN Fang,WEI Tianke,Chen Kun,ZHAO Yuehong,Wu Hui,FAN Guomei

2023, 5 (1): 28–40;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.003

doi: 10.11871/jfdc.issn.2096-742X.2023.01.003

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2023 Vol. 5 No. 1

The Development and Prospect of Biomedical Informatics Driven by Data and Technology

FAN Shaoping,ZHANG Zhiqiang

2023, 5 (1): 41–54;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.004

doi: 10.11871/jfdc.issn.2096-742X.2023.01.004

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2023 Vol. 5 No. 1

ESDRec: A Data Recommendation Model for Earth Big Data Platform

XU Songyuan,LIU Feng

2023, 5 (1): 55–64;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.005

doi: 10.11871/jfdc.issn.2096-742X.2023.01.005

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2023 Vol. 5 No. 1

Study on Quality Control Method and Technology about Forest Tree Biomass Weight Data

GUO Xuebing,ZHANG Li,HE Honglin

2023, 5 (1): 65–73;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.006

doi: 10.11871/jfdc.issn.2096-742X.2023.01.006

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2023 Vol. 5 No. 1

Research on Governance Rules of Cross-Border Data Flow

LONG Yuntao, WANG Lei, LIU Haibo

2023, 5 (1): 74–84;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.007

doi: 10.11871/jfdc.issn.2096-742X.2023.01.007

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2023 Vol. 5 No. 1

A Survey of Models and Algorithms of Numerical Methods Based on Pension Target Funds

YANG Xueying, LI Chen, CHEN Yidong, LU Zhonghua

2023, 5 (1): 85–96;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.008

doi: 10.11871/jfdc.issn.2096-742X.2023.01.008

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2023 Vol. 5 No. 1

The Design and Implementation of a Monitoring System for Super-Large Computing Cluster

PENG Liang, NIU Tie, WEI Baoliang, ZHAO Yi

2023, 5 (1): 97–103;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.009

doi: 10.11871/jfdc.issn.2096-742X.2023.01.009

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2023 Vol. 5 No. 1

Overview of Virtual Reality Application in Railway Safety Education

ZHAO Qing, LU Xuyi, ZHANG Yihan, YUE Runpu, SHAN Guihua

2023, 5 (1): 104–114;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.010

doi: 10.11871/jfdc.issn.2096-742X.2023.01.010

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2023 Vol. 5 No. 1

Research on Optimization and Intervention of SIR Model of Network Public Opinion

YANG Chaobo, XIE Weihong, WANG Ligang

2023, 5 (1): 115–127;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.011

doi: 10.11871/jfdc.issn.2096-742X.2023.01.011

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2023 Vol. 5 No. 1

Research of Data Security on Prevention and Control Strategy Based on Classification and Categorization

ZHOU Chengzu, WU Wen, CAI Xiaoqiang

2023, 5 (1): 128–135;

CSTR: 32002.14.jfdc.CN10-1649/TP.2023.01.012

doi: 10.11871/jfdc.issn.2096-742X.2023.01.012

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2022 Vol.4 No.6
2022 Vol.4 No.5
2022 Vol.4 No.4
2022 Vol.4 No.3

2022, Vol.4	No.6	No.5	No.4	No.3	No.2	No.1
2021, Vol.3	No.6	No.5	No.4	No.3	No.2	No.1
2020, Vol.2	No.6	No.5	No.4	No.3	No.2	No.1
2019, Vol.1	No.2	No.1

PaddlePaddle: An Open-Source Deep Learning Platform from Industrial Practice
Yanjun Ma,Dianhai Yu,Tian Wu,Haifeng Wang
2019, 1 (1): 105-115 doi:10.11871/jfdc.issn.2096.742X.2019.01.011
Abstract (4146) | HTML (235) | PDF (7401KB) (1777)

Multi-Granularity Cognitive Computing—A New Model for Big Data Intelligent Computing
Wang Guoyin, Yu Hong
2019, 1 (2): 75-85 doi:10.11871/jfdc.issn.2096-742X.2019.02.007
Abstract (2867) | HTML (62) | PDF (9520KB) (640)

Application of Deep Learning in Medical Imaging Analysis: A Survey
Yu Yizhou, Ma Jiechao, Shi Dejun, Zhou Zhen
2019, 1 (2): 37-52 doi:10.11871/jfdc.issn.2096-742X.2019.02.004
Abstract (2767) | HTML (108) | PDF (13574KB) (752)

Earth System Model: CAS-ESM
Zhou Guangqing,Zhang Yunquan,Jiang Jinrong,Zhang He,Wu Baodong,Cao Hang,Wang Tianyi,Hao Huiqun,Zhu Jiawen,Yuan Liang,Zhang Minghua
2020, 2 (1): 38-54 doi:10.11871/jfdc.issn.2096-742X.2020.01.004
Abstract (2553) | HTML (87) | PDF (12318KB) (597)

State-of-the-Art Analysis and Perspectives of China HPC Development in 2020
ZHANG Yunquan,YUAN Liang,YUAN Guoxing,LI Xidai
2020, 2 (6): 1-10 doi:10.11871/jfdc.issn.2096-742X.2020.06.001
Abstract (2462) | HTML (145) | PDF (7190KB) (754)

Key Technologies of Cyber Security Knowledge Graph
LI Xu,LIAN Yifeng,ZHANG Haixia,HUANG kezhen
2021, 3 (3): 9-18 doi:10.11871/jfdc.issn.2096-742X.2021.03.002
Abstract (2431) | HTML (129) | PDF (7105KB) (719)

Big Data Technology Applications in Agriculture
Wang Wensheng,Guo Leifeng
2020, 2 (2): 101-110 doi:10.11871/jfdc.issn.2096-742X.2020.02.008
Abstract (2167) | HTML (93) | PDF (7371KB) (340)

Research on Unsupervised KPI Anomaly Detection Based on Deep Learning
Zhang Shenglin,Lin Xiaofei,Sun Yongqian,Zhang Yuzhi,Pei Dan
2020, 2 (3): 87-100 doi:10.11871/jfdc.issn.2096-742X.2020.03.008
Abstract (2118) | HTML (59) | PDF (11129KB) (435)

Artificial Intelligence: Developments and Advances in 2019
Sun Zhenan,Zhang Zhaoxiang,Wang Wei,Liu Fei,Tan Tieniu
2019, 1 (2): 1-16 doi:10.11871/jfdc.issn.2096-742X.2019.02.001
Abstract (2048) | HTML (123) | PDF (13407KB) (470)

Research on the Recent Development and Future Trend of Data Mid-End Technology
Meng Su,Xishun Jia,Xiaomeng Du,Tiwei Gao
2019, 1 (1): 116-126 doi:10.11871/jfdc.issn.2096.742X.2019.01.012
Abstract (2044) | HTML (94) | PDF (10315KB) (381)

A Dynamic Conversion Method from Protobuf to JSON
Tian Dan,Zhang Jinjie,Li Chong,Qu Yanhua,Jiao Hao
2020, 2 (4): 155-164 doi:10.11871/jfdc.issn.2096-742X.2020.04.013
Abstract (1916) | HTML (45) | PDF (6939KB) (182)

State-of-Art Analysis and Perspectives of China HPC Development in 2019
Zhang Yunquan,Yuan Liang,Yuan Guoxing,Li Xidai
2020, 2 (1): 18-26 doi:10.11871/jfdc.issn.2096-742X.2020.01.002
Abstract (1768) | HTML (74) | PDF (7325KB) (528)

Materials Science Database in Material Research and Development: Recent Applications and Prospects
Li Zixin,Zhang Neng,Xiong Bin,Hu Yunfeng,Zhao Xinpeng,Huang Haiyou
2020, 2 (2): 78-90 doi:10.11871/jfdc.issn.2096-742X.2020.02.006
Abstract (1725) | HTML (72) | PDF (10346KB) (461)

Research on Edge Resource Scheduling Solutions for Computing Power Network
Li Mingxuan,Cao Chang,Tang Xiongyan,He Tao,Li Jianfei,Liu Qiuyan
2020, 2 (4): 80-91 doi:10.11871/jfdc.issn.2096-742X.2020.04.007
Abstract (1706) | HTML (71) | PDF (9882KB) (473)

SKS: A Platform for Big Data Based Scientific Knowledge Graph
Yuanchun Zhou,Qingling Chang,Yi Du
2019, 1 (1): 82-93 doi:10.11871/jfdc.issn.2096.742X.2019.01.009
Abstract (1692) | HTML (112) | PDF (11789KB) (885)

Innovative Application of Scientific Data Identification Based on Block Chain
Wang Shu,Yan Min,Liu Jia,Zhou Qihui,Guo Zhibin,Wang Yazhe,Zhou Yuanchun
2019, 1 (2): 62-74 doi:10.11871/jfdc.issn.2096-742X.2019.02.006
Abstract (1648) | HTML (46) | PDF (11607KB) (319)

Big Data 3.0—The Key Technologies of Big Data in Post-Hadoop Era
Wanggen Liu,Yuanhao Sun
2019, 1 (1): 94-104 doi:10.11871/jfdc.issn.2096.742X.2019.01.010
Abstract (1634) | HTML (140) | PDF (11457KB) (770)

The Design and Control of Squid-Like Underwater Robot
Zhang Tiandong,Wang Rui,Wang Shuo
2019, 1 (2): 53-61 doi:10.11871/jfdc.issn.2096-742X.2019.02.005
Abstract (1628) | HTML (24) | PDF (10254KB) (482)

Intelligent Network Management and Control Architecture and Key Technologies for Future 6G Networks
Yu Peng,Li Wenjing,Feng Lei,Zhou Fanqin,Yang Yang,Qiu Xuesong
2020, 2 (3): 32-44 doi:10.11871/jfdc.issn.2096-742X.2020.03.003
Abstract (1625) | HTML (34) | PDF (10663KB) (342)

A Survey on Satellite Networks Based on Software-Defined Networking
Zhang Ran,Liu Jiang,Yang Dan,Huang Tao,Liu Yunjie
2020, 2 (3): 3-17 doi:10.11871/jfdc.issn.2096-742X.2020.03.001
Abstract (1599) | HTML (61) | PDF (11342KB) (730)

A Survey on Few-Shot Image Semantic Segmentation
CHEN Qiong,YANG Yong,HUANG Tianlin,FENG Yuan
2021, 3 (6): 17-34 doi:10.11871/jfdc.issn.2096-742X.2021.06.002
Abstract (1580) | HTML (109) | PDF (16331KB) (637)

Current Status and Prospects of Genomics Data Analysis Methods
Chen Meili,Ma Yingke,Li Rujiao,Bao Yiming
2020, 2 (2): 1-19 doi:10.11871/jfdc.issn.2096-742X.2020.02.001
Abstract (1579) | HTML (179) | PDF (21169KB) (503)

Efficient Computing for Artificial Intelligence and Big Data
Li kenli,Yang Wangdong,Chen Cen,Chen Jianguo,Ding Yan
2020, 2 (1): 27-37 doi:10.11871/jfdc.issn.2096-742X.2020.01.003
Abstract (1564) | HTML (56) | PDF (10110KB) (318)

Small Object Detection and Recognition Based onDeep Learning
Leng Jiaxu,Liu Ying
2020, 2 (2): 120-135 doi:10.11871/jfdc.issn.2096-742X.2020.02.010
Abstract (1504) | HTML (41) | PDF (14634KB) (540)

Document Image Recognition: Retrospective and Perspective of Technology
Liu Chenglin
2019, 1 (2): 17-25 doi:10.11871/jfdc.issn.2096-742X.2019.02.002
Abstract (1491) | HTML (48) | PDF (7403KB) (564)

The Data and Computing Platform Is An Important Infrastructure Which Drives Modern Scientific Research Development
Fangyu Liao,Xuehai Hong,Yang Wang,Dawei Chu
2019, 1 (1): 2-10 doi:10.11871/jfdc.issn.2096.742X.2019.01.002
Abstract (1485) | HTML (178) | PDF (7745KB) (631)

2019, 1 (1): 1-1 doi:10.11871/jfdc.issn.2096.742X.2019.01.001
Abstract (1481) | HTML (273) | PDF (644KB) (975)

Direct Numerical Simulation of Hypersonic Turbulence Based on CPU/GPU Heterogeneous System Architecture
Dang Guanlin,Liu Shiwei,Hu Xiaodong,Zhang Jian,Li Xinliang
2020, 2 (1): 105-116 doi:10.11871/jfdc.issn.2096-742X.2020.01.009
Abstract (1478) | HTML (36) | PDF (9068KB) (298)

Research and Application of A Platform for Artificial Intelligence Computing and Data Services
Wang Yangang,Wang Jue,Cao Rongqiang
2019, 1 (2): 86-97 doi:10.11871/jfdc.issn.2096-742X.2019.02.008
Abstract (1434) | HTML (52) | PDF (9914KB) (217)

The Research Development and Challenge of Automatic Speech Recognition
Liu Qingfeng, Gao Jianqing, Wan Genshun
2019, 1 (2): 26-36 doi:10.11871/jfdc.issn.2096-742X.2019.02.003
Abstract (1392) | HTML (81) | PDF (9686KB) (422)

High Performance Computing Framework Software——SC_Tangram
Xuebin Chi,Lian Zhao,Shanshan Wang,Jian Zhang,Jinrong Jiang
2019, 1 (1): 11-21 doi:10.11871/jfdc.issn.2096.742X.2019.01.003
Abstract (1388) | HTML (60) | PDF (8526KB) (312)

Edge Intelligence: A New Exploration for Artificial Intelligence Expanding to Edge
Mo Zijia,Gao Zhipeng,Miao Dong
2020, 2 (4): 16-27 doi:10.11871/jfdc.issn.2096-742X.2020.04.002
Abstract (1382) | HTML (42) | PDF (9445KB) (289)

The Implementation and Optimization of LICOM on GPUs
Zhang Liuying,Wang Pengfei,Zhang Feng,Liu Hailong,Lin Pengfei,Wang Tao,Wei Junlin,Tian Shaobo,Jiang Jinrong,Chi Xuebin
2020, 2 (4): 92-104 doi:10.11871/jfdc.issn.2096-742X.2020.04.008
Abstract (1363) | HTML (20) | PDF (13769KB) (197)

A Data Prediction Method Based on Feature Selection and Transfer Learning
Chen Tongbao,Wen Liangming,Li Jianhui
2020, 2 (2): 145-154 doi:10.11871/jfdc.issn.2096-742X.2020.02.012
Abstract (1316) | HTML (56) | PDF (6779KB) (524)

Integration and Optimization of Material Data Mining and Machine Learning Tools
Dong Jiayuan,Yang Xiaoyu
2020, 2 (4): 105-120 doi:10.11871/jfdc.issn.2096-742X.2020.04.009
Abstract (1300) | HTML (10) | PDF (10415KB) (423)

Research on Geoscience Big Data Processing Framework and Key Techniques
Zhang Yaonan,Ai Minghao,Kang Jianfang,Min Yufang
2020, 2 (2): 91-100 doi:10.11871/jfdc.issn.2096-742X.2020.02.007
Abstract (1288) | HTML (25) | PDF (8180KB) (191)

A Survey on Network Intrusion Detection Based on Deep Learning
XIAO Jianping,LONG Chun,ZHAO Jing,WEI Jinxia,HU Anlei,DU Guanyao
2021, 3 (3): 59-74 doi:10.11871/jfdc.issn.2096-742X.2021.03.006
Abstract (1286) | HTML (78) | PDF (13043KB) (632)

Application-driven Big Data and Artificial Intelligence Integration Platform Construction
Bo Kang,Zijun Xia,Xiangfei Meng
2019, 1 (1): 35-45 doi:10.11871/jfdc.issn.2096.742X.2019.01.005
Abstract (1278) | HTML (108) | PDF (12472KB) (540)

Research on 5G Media Streaming Standards
Zhou Xiang,Li Xunchun
2020, 2 (4): 65-79 doi:10.11871/jfdc.issn.2096-742X.2020.04.006
Abstract (1266) | HTML (22) | PDF (10996KB) (159)

A Deep Learning Based Method for Remote Sensing Image Parcel Segmentation
ZHAO Weiyu,ZHANG Honghai,ZHONG Bo
2021, 3 (2): 133-141 doi:10.11871/jfdc.issn.2096-742X.2021.02.015
Abstract (1264) | HTML (34) | PDF (7505KB) (195)

PaddlePaddle: An Open-Source Deep Learning Platform from Industrial Practice
Yanjun Ma,Dianhai Yu,Tian Wu,Haifeng Wang
2019, 1 (1): 105-115 doi:10.11871/jfdc.issn.2096.742X.2019.01.011
Abstract (4146) | HTML (235) | PDF (7401KB) (1777)

2019, 1 (1): 1-1 doi:10.11871/jfdc.issn.2096.742X.2019.01.001
Abstract (1481) | HTML (273) | PDF (644KB) (975)

SKS: A Platform for Big Data Based Scientific Knowledge Graph
Yuanchun Zhou,Qingling Chang,Yi Du
2019, 1 (1): 82-93 doi:10.11871/jfdc.issn.2096.742X.2019.01.009
Abstract (1692) | HTML (112) | PDF (11789KB) (885)

Big Data 3.0—The Key Technologies of Big Data in Post-Hadoop Era
Wanggen Liu,Yuanhao Sun
2019, 1 (1): 94-104 doi:10.11871/jfdc.issn.2096.742X.2019.01.010
Abstract (1634) | HTML (140) | PDF (11457KB) (770)

State-of-the-Art Analysis and Perspectives of China HPC Development in 2020
ZHANG Yunquan,YUAN Liang,YUAN Guoxing,LI Xidai
2020, 2 (6): 1-10 doi:10.11871/jfdc.issn.2096-742X.2020.06.001
Abstract (2462) | HTML (145) | PDF (7190KB) (754)

Application of Deep Learning in Medical Imaging Analysis: A Survey
Yu Yizhou, Ma Jiechao, Shi Dejun, Zhou Zhen
2019, 1 (2): 37-52 doi:10.11871/jfdc.issn.2096-742X.2019.02.004
Abstract (2767) | HTML (108) | PDF (13574KB) (752)

A Survey on Satellite Networks Based on Software-Defined Networking
Zhang Ran,Liu Jiang,Yang Dan,Huang Tao,Liu Yunjie
2020, 2 (3): 3-17 doi:10.11871/jfdc.issn.2096-742X.2020.03.001
Abstract (1599) | HTML (61) | PDF (11342KB) (730)

Key Technologies of Cyber Security Knowledge Graph
LI Xu,LIAN Yifeng,ZHANG Haixia,HUANG kezhen
2021, 3 (3): 9-18 doi:10.11871/jfdc.issn.2096-742X.2021.03.002
Abstract (2431) | HTML (129) | PDF (7105KB) (719)

Research on HPL Parallel Computing Model for a Class of Complex Heterogeneous Supercomputer System
Haitao Zhao, Jiachang Sun, Leisheng Li, Wenhao Yang, Hui Zhao, Huiyuan Li
2020, 2 (1): 85-92 doi:10.11871/jfdc.issn.2096-742X.2020.01.007
Abstract (1018) | HTML (21) | PDF (6480KB) (674)

Multi-Granularity Cognitive Computing—A New Model for Big Data Intelligent Computing
Wang Guoyin, Yu Hong
2019, 1 (2): 75-85 doi:10.11871/jfdc.issn.2096-742X.2019.02.007
Abstract (2867) | HTML (62) | PDF (9520KB) (640)

A Survey on Few-Shot Image Semantic Segmentation
CHEN Qiong,YANG Yong,HUANG Tianlin,FENG Yuan
2021, 3 (6): 17-34 doi:10.11871/jfdc.issn.2096-742X.2021.06.002
Abstract (1580) | HTML (109) | PDF (16331KB) (637)

Building the New Generation of Computing Infrastructure Supporting Technology Innovation
Qian Depei
2020, 2 (1): 1-17 doi:10.11871/jfdc.issn.2096-742X.2020.01.001
Abstract (1163) | HTML (84) | PDF (12713KB) (634)

A Brief Review of Theory and Systematic Technologies for Big Data
Qiangsheng Hua,Zhigao Zheng,Zhenyu Hu,Zhiman Zhong,Changfu Lin,Feng Zhao,Hai Jin,Xuanhua Shi
2019, 1 (1): 22-34 doi:10.11871/jfdc.issn.2096.742X.2019.01.004
Abstract (1253) | HTML (102) | PDF (10220KB) (634)

A Survey on Network Intrusion Detection Based on Deep Learning
XIAO Jianping,LONG Chun,ZHAO Jing,WEI Jinxia,HU Anlei,DU Guanyao
2021, 3 (3): 59-74 doi:10.11871/jfdc.issn.2096-742X.2021.03.006
Abstract (1286) | HTML (78) | PDF (13043KB) (632)

The Data and Computing Platform Is An Important Infrastructure Which Drives Modern Scientific Research Development
Fangyu Liao,Xuehai Hong,Yang Wang,Dawei Chu
2019, 1 (1): 2-10 doi:10.11871/jfdc.issn.2096.742X.2019.01.002
Abstract (1485) | HTML (178) | PDF (7745KB) (631)

Earth System Model: CAS-ESM
Zhou Guangqing,Zhang Yunquan,Jiang Jinrong,Zhang He,Wu Baodong,Cao Hang,Wang Tianyi,Hao Huiqun,Zhu Jiawen,Yuan Liang,Zhang Minghua
2020, 2 (1): 38-54 doi:10.11871/jfdc.issn.2096-742X.2020.01.004
Abstract (2553) | HTML (87) | PDF (12318KB) (597)