Frontiers of Data and Domputing

2022 Vol. 4 No. 3

Online Educational Resources Recommendation System Based on Knowledge Graph Technology

LUO Jiexi,LIU Shuai,ZHANG Yuzhi,LI Zhengdan,SUN Yufei,ZHANG Shenglin

2022, 4 (3): 3–18;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.001

doi: 10.11871/jfdc.issn.2096-742X.2022.03.001

HTML ( 2 ) | PDF (13798 KB) ( 5 )
2022 Vol. 4 No. 3

Implementation of Element-Wise Operator in TensorFlow Framework Based on OpenCL

SUI Yicheng,SHI Changqing,SUN Yufei,ZHANG Yuzhi,CHEN Yuqiao,ZHANG Yuzhe

2022, 4 (3): 19–29;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.002

doi: 10.11871/jfdc.issn.2096-742X.2022.03.002

HTML ( 1 ) | PDF (8072 KB) ( 4 )
2022 Vol. 4 No. 3

NKCorpus: Extracting High Quality Large Chinese Dataset from Web Data

LI Dongwen,ZHONG Zhenyu,SHEN Junyu,WANG Haotian,SUN Yufei,ZHANG Yuzhi

2022, 4 (3): 30–45;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.003

doi: 10.11871/jfdc.issn.2096-742X.2022.03.003

HTML ( 1 ) | PDF (11966 KB) ( 4 )
2022 Vol. 4 No. 3

Evaluation of KPI Anomaly Detection Methods

SUN Yongqian,ZHANG Ruru,LIN Zihan,ZHANG Shenglin,TAN Zhiyuan,ZHANG Yuzhi

2022, 4 (3): 46–65;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.004

doi: 10.11871/jfdc.issn.2096-742X.2022.03.004

HTML ( 2 ) | PDF (14335 KB) ( 3 )
2022 Vol. 4 No. 3

Optimizing Monte Carlo Tree Search for General Game Playing

LIANG Sili,JIANG Guifei,CHEN Taijie,DENG Yichao,ZHAN Yufan,ZHANG Yuzhi

2022, 4 (3): 66–77;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.005

doi: 10.11871/jfdc.issn.2096-742X.2022.03.005

HTML ( 2 ) | PDF (10786 KB) ( 5 )
2022 Vol. 4 No. 3

Overview of Root Cause Localization Method in Microservice Architecture

LI Siyi,MA Shiyu,CUI Liyue,ZHANG Shenglin,SUN Yongqian,ZHANG Yuzhi

2022, 4 (3): 78–89;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.006

doi: 10.11871/jfdc.issn.2096-742X.2022.03.006

HTML ( 2 ) | PDF (9479 KB) ( 2 )
2022 Vol. 4 No. 3

A Revocation Detection Mechanism in RPKI Based on Behavior Transparency

ZOU Hui,LI Yanbiao,YU Chenhui,MA Di,MAO Wei

2022, 4 (3): 90–109;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.007

doi: 10.11871/jfdc.issn.2096-742X.2022.03.007

HTML ( 1 ) | PDF (14348 KB) ( 2 )
2022 Vol. 4 No. 3

Context Awareness: Basic Concepts, Key Technologies and Application Systems

WANG Haitao,SONG Lihua

2022, 4 (3): 110–123;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.008

doi: 10.11871/jfdc.issn.2096-742X.2022.03.008

HTML ( 1 ) | PDF (10596 KB) ( 2 )
2022 Vol. 4 No. 3

Predictive Model of the Revisit Behavior of Cloud Service Site Users

WEI Ting,ZHANG Honghai,LIN Xiaoli,ZHANG Leilei,WANG Yan,JIA Jinfeng

2022, 4 (3): 124–130;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.009

doi: 10.11871/jfdc.issn.2096-742X.2022.03.009

HTML ( 1 ) | PDF (4893 KB) ( 1 )
2022 Vol. 4 No. 3

TSAIE: Text Sentiment Analysis Model Based on Image Enhancement

LIU Qiwei,LI Jun,GU Beibei,ZHAO Zefang

2022, 4 (3): 131–140;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.010

doi: 10.11871/jfdc.issn.2096-742X.2022.03.010

HTML ( 2 ) | PDF (7249 KB) ( 3 )
2022 Vol. 4 No. 3

Design and Implementation of High-Speed File Transfer System for Big Traffic Data

JI Mingchen,REN Yongmao,ZHANG Yundong,ZHOU Huijuan,ZHOU Xu,ZHOU Yanfang

2022, 4 (3): 141–151;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.011

doi: 10.11871/jfdc.issn.2096-742X.2022.03.011

HTML ( 1 ) | PDF (7725 KB) ( 2 )
2022 Vol. 4 No. 3

Organization and Management of Scientific Survey Cruise Data

SONG Zhuanling,LI Xinfang,DING Ming,WANG Yan

2022, 4 (3): 152–161;

CSTR: 32002.14.jfdc.CN10-1649/TP.2022.03.012

doi: 10.11871/jfdc.issn.2096-742X.2022.03.012

HTML ( 1 ) | PDF (9249 KB) ( 1 )

2022 Vol.4 No.2
2022 Vol.4 No.1
2021 Vol.3 No.6
2021 Vol.3 No.5

2022, Vol.4	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 (2986) | HTML (175) | PDF (7401KB) (1243)

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 (2309) | HTML (91) | PDF (13574KB) (630)

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 (2128) | HTML (49) | PDF (9520KB) (385)

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 (2036) | HTML (70) | PDF (12318KB) (436)

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 (1779) | HTML (111) | PDF (13407KB) (405)

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 (1723) | HTML (49) | PDF (11129KB) (340)

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 (1622) | HTML (78) | PDF (10315KB) (270)

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 (1540) | HTML (71) | PDF (7325KB) (444)

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 (1459) | HTML (100) | PDF (7190KB) (530)

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 (1421) | HTML (77) | PDF (7105KB) (458)

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 (1359) | HTML (126) | PDF (11457KB) (583)

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 (1357) | HTML (38) | PDF (11607KB) (229)

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 (1347) | HTML (104) | PDF (11789KB) (708)

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 (1346) | HTML (18) | PDF (10254KB) (381)

2019, 1 (1): 1-1 doi:10.11871/jfdc.issn.2096.742X.2019.01.001
Abstract (1290) | HTML (250) | PDF (644KB) (785)

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 (1260) | HTML (46) | PDF (10110KB) (258)

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 (1255) | HTML (26) | PDF (10663KB) (253)

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 (1236) | HTML (44) | PDF (7371KB) (217)

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 (1220) | HTML (33) | PDF (9882KB) (295)

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 (1213) | HTML (155) | PDF (21169KB) (324)

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 (1201) | HTML (55) | PDF (10346KB) (292)

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 (1200) | HTML (41) | PDF (7403KB) (420)

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 (1191) | HTML (44) | PDF (9914KB) (173)

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 (1186) | HTML (51) | PDF (11342KB) (567)

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 (1180) | HTML (159) | PDF (7745KB) (485)

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 (1172) | HTML (35) | PDF (14634KB) (477)

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 (1149) | HTML (54) | PDF (8526KB) (221)

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 (1121) | HTML (30) | PDF (9068KB) (167)

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 (1113) | HTML (33) | PDF (6939KB) (101)

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 (1096) | HTML (61) | PDF (9686KB) (290)

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 (1094) | HTML (26) | PDF (9445KB) (209)

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 (1070) | HTML (17) | PDF (13769KB) (135)

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 (1054) | HTML (45) | PDF (6779KB) (413)

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 (1048) | HTML (92) | PDF (10220KB) (447)

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 (1032) | HTML (103) | PDF (12472KB) (388)

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 (1006) | HTML (18) | PDF (10996KB) (111)

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 (1004) | HTML (7) | PDF (10415KB) (340)

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 (995) | HTML (24) | PDF (8180KB) (142)

High-Throughput Many-Core Processor Design
Ye Xiaochun,Li Wenming,Zhang Yang,Zhang Hao,Wang Da,Fan Dongrui
2020, 2 (1): 70-84 doi:10.11871/jfdc.issn.2096-742X.2020.01.006
Abstract (994) | HTML (38) | PDF (11092KB) (241)

Computation Offloading Strategy for Multi-Base Station and Multi-User Equipment Mobile Edge Computing
Shi Yueru,Li Jun
2020, 2 (3): 126-136 doi:10.11871/jfdc.issn.2096-742X.2020.03.011
Abstract (973) | HTML (35) | PDF (14461KB) (134)

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 (2986) | HTML (175) | PDF (7401KB) (1243)

2019, 1 (1): 1-1 doi:10.11871/jfdc.issn.2096.742X.2019.01.001
Abstract (1290) | HTML (250) | PDF (644KB) (785)

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 (1347) | HTML (104) | PDF (11789KB) (708)

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 (2309) | HTML (91) | PDF (13574KB) (630)

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 (1359) | HTML (126) | PDF (11457KB) (583)

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 (1186) | HTML (51) | PDF (11342KB) (567)

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 (1459) | HTML (100) | PDF (7190KB) (530)

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 (781) | HTML (16) | PDF (6480KB) (501)

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 (1180) | HTML (159) | PDF (7745KB) (485)

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 (1172) | HTML (35) | PDF (14634KB) (477)

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 (867) | HTML (56) | PDF (13043KB) (476)

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 (1421) | HTML (77) | PDF (7105KB) (458)

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 (1048) | HTML (92) | PDF (10220KB) (447)

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 (1540) | HTML (71) | PDF (7325KB) (444)

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 (2036) | HTML (70) | PDF (12318KB) (436)