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Trend of ICT at IAMI

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Lang Van Tran
Lang Van Tran

Tr狸nh by 畛 H畛i ngh畛 Khoa h畛c k畛 ni畛m 30 nm thnh l畉p Vi畛n C董 h畛c v Tin h畛c 畛ng d畛ng, Vi畛n Hn l但m Khoa h畛c v C担ng ngh畛 Vi畛t Nam (IAMI/VAST)

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Xu h動畛ng ph叩t tri畛n c担ng ngh畛 th担ng tin v truy畛n th担ng 畛nh h動畛ng nghi棚n c畛u t畉i IAMI PGS.TS. Tr畉n Vn Lng VI畛N C H畛C V TIN H畛C 畛NG D畛NG Dr. Tran Van Lang, Assoc. Prof. 1
N畛i dung Xu h動畛ng c担ng ngh畛 畛nh h動畛ng nghi棚n c畛u v tri畛n khai Th畉o lu畉n Dr. Tran Van Lang, Assoc. Prof. 2
Xu h動畛ng c担ng ngh畛 Data Privacy The Web of Things Ultra HD 4K No-Touch interface 3D Printing Dr. Tran Van Lang, Assoc. Prof. 3
Large Cloud Services Personal Cloud Services Online Video Streaming Social Network Dr. Tran Van Lang, Assoc. Prof. 4
1. Data Privancy Khi d畛 li畛u cng l畛n, vi畛c l動u tr畛 tr棚n thi畉t b畛 l m畛t nhu c畉u. Tuy nhi棚n, d畛 li畛u lu担n l v担 gi叩 T鱈nh ri棚ng t動 hay t鱈nh b畉o m畉t c畛a d畛 li畛u l nhu c畉u t畛i th動畛ng Dr. Tran Van Lang, Assoc. Prof. 5
M畛t s畛 nghi棚n c畛u An ton d畛 li畛u khi CSDL thu棚 ngoi (outsourced database services) Access Control Model 畛 b畉o v畛 t鱈nh ri棚ng t動 c畛a d畛 li畛u Dr. Tran Van Lang, Assoc. Prof. 6
2. The Web of Things WoT Web of Things - l m畛t ph畉n c畛a Internet of Things (IoT) Dr. Tran Van Lang, Assoc. Prof. 7
Xu畉t ph叩t t畛 vi畛c: h畉ng ngy c叩c thi畉t b畛 ho畉c c叩c object (embedded device ho畉c computer) 畛u k畉t n畛i 畉n web. C叩c object 坦 c坦 th畛 th担ng qua Wireless Sensor Network, Ambient devices, Household appliances, 畛 畉n v畛i c叩c d畛ch v畛 web Dr. Tran Van Lang, Assoc. Prof. 8
Dr. Tran Van Lang, Assoc. Prof. 9
N畛n t畉ng ki畉n tr炭c v d畛ch v畛 c滴ng phong ph炭 h董n Dr. Tran Van Lang, Assoc. Prof. Hyper World 10
Dr. Tran Van Lang, Assoc. Prof. 11
Dr. Tran Van Lang, Assoc. Prof. 12
3. Ultra HD (4K) Ultra HD 4K d畉n lan t畛a vo TV v i畛n tho畉i TV Ultra HD v畛i 8.3 tri畛u i畛m 畉nh (g畉p 4 l畉n TV Full HD): 3.840 x 2.160 pixels Dr. Tran Van Lang, Assoc. Prof. 13
Dr. Tran Van Lang, Assoc. Prof. 14
M畛t s畛 v畉n 畛 畉t ra: OpenCL, CUDA cho vi畛c t畉o ra 畛ng d畛ng khai th叩c nng l畛c c畛a GPU Assembly c叩c monitor sao cho hi畛n th畛 畛ng th畛i v畛i s畛 l動畛ng i畛m 畉nh l畛n B畛 x畛 l箪 Qualcomm Snapdragon tr棚n mobile device 畛 hi畛n th畛 4K Dr. Tran Van Lang, Assoc. Prof. 15
Dr. Tran Van Lang, Assoc. Prof. 16
June 23, 2014 (http://top500.org) For the third consecutive time, Tianhe- 2, a supercomputer developed by Chinas National University of Defense Technology, has retained its position as the worlds No. 1 system with a performance of 33.86 Pflop/s (quadrillions ngh狸n tri畛u tri畛u - of calculations per second) Dr. Tran Van Lang, Assoc. Prof. 17
Five Top Supercomputers Dr. Tran Van Lang, Assoc. Prof. 18
Trong khi 坦, 11/2012 Dr. Tran Van Lang, Assoc. Prof. 19
4. No Touch Interface Nhi畛u smartphone 達 t鱈ch h畛p nh畉n d畉ng gi畛ng n坦i. Thi畉t b畛 i畛u khi畛n b畉ng c畛 ch畛 gi炭p cho s畛 t動董ng t叩c Dr. Tran Van Lang, Assoc. Prof. 20
Nh畛ng nghi棚n c畛u 畉t ra: T鱈ch h畛p nh畉n d畉ng gi畛ng n坦i Vi畛t vo h畛 th畛ng Khai th叩c thi畉t b畛 nh畉n d畉ng 畛 h畛 tr畛 畛c ti畉ng Vi畛t X但y d畛ng h畛 th畛ng t動董ng t叩c b畉ng c畛 ch畛 Dr. Tran Van Lang, Assoc. Prof. 21
Leap Motion, Kinect l thi畉t b畛 h畛 tr畛 T畉o ra 畛ng d畛ng d湛ng thi畉t b畛 ny 畛 t動董ng t叩c v畛i con ng動畛i th担ng qua c畛 ch畛 ho畉c d叩ng i畛u. Dr. Tran Van Lang, Assoc. Prof. 22
5. 3D Printing D畛 b叩o tng 200% vo nm 2015 Ngoi vi畛c 坦ng g坦p cho c担ng nghi畛p, gi畉m chi ph鱈 thi畉t k畉, t畉o m畉u; c嘆n lm thay 畛i h動畛ng nghi棚n c畛u nh畉n d畉ng d畉u v畉t. Dr. Tran Van Lang, Assoc. Prof. 23
Dr. Tran Van Lang, Assoc. Prof. 24
6. Large Cloud Services Nh畛ng c担ng ty l畛n nh動 Aamzon, Facebook, Walmart, 達 t畉o ra ngu畛n l畛c l畛n li棚n quan 畉n database system, 畉n Cloud Service. T畛 坦, nh畛ng ti棚u chu畉n m畛i cho c叩c IT Architecture Dr. Tran Van Lang, Assoc. Prof. 25
Ch畉ng h畉n, c坦 th畛 thu棚 m畛t h畉 t畉ng ph畉n c畛ng c畛 th畛 trong m畛t kho畉ng th畛i gian x叩c 畛nh c畛a Data Center c畛a Amazon. Dr. Tran Van Lang, Assoc. Prof. C叩c d畛ch v畛 畛 但y kh担ng ch畛 l c叩c Platform, Software m c嘆n c叩c Infrastructure. 26
Khi 坦, nh畛ng t鱈nh to叩n l畛n c坦 th畛 畛 dng tri畛n khai tr棚n m担i tr動畛ng ph但n t叩n, m kh担ng ph畉i quan t但m 畉n infrastructure Dr. Tran Van Lang, Assoc. Prof. 27
7. Personal Cloud Services Dropbox, Box, Google Drive, iCloud, Gemalto, hi畛n ang l nh畛ng d畛ch v畛 ph畛c v畛 cho nh畛ng nhu c畉u mang t鱈nh c叩 nh但n. Nghi棚n c畛u c董 ch畉 畛ng b畛 h坦a mang t鱈nh b畉o m畉t l v畉n 畛 動畛c 畉t ra. Dr. Tran Van Lang, Assoc. Prof. 28
M畛t vi v畉n 畛 畉t ra cho Synchronize Protect Your Memories Capture Your Life in Motion Experience Your Music Everywhere Backup, Access and Share Important Documents Keep Your Messages Secure Dr. Tran Van Lang, Assoc. Prof. 29
8. Online Video Streaming Nhu c畉u truy畛n video tr畛c tuy畉n l c坦 th畛c. V畉n 畛 畉t ra 坦 l vi畛c n辿n d畛 li畛u. Ch畉ng h畉n, HEVC - High Efficiency Video Coding l m畛t v畉n 畛 Dr. Tran Van Lang, Assoc. Prof. 30
Dr. Tran Van Lang, Assoc. Prof. 31
V k畛 thu畉t chia nh畛 thnh c叩c frame 畛 truy畛n l畉ng l畉盾 v畛 buffer c畛a m叩y t鱈nh ng動畛i d湛ng Dr. Tran Van Lang, Assoc. Prof. 32
9. IT Policy Friendly Social Network Thnh c担ng c畛a m畛t s畛 m畉ng nh動: Salesforce Chatter Microsoft Yammer SocialCast from VMWare Qua 坦 t畉o m担i tr動畛ng h畛p t叩c gi畛a nh畛ng con ng動畛i trong c叩c t畛 ch畛c kh担ng rng bu畛c location Dr. Tran Van Lang, Assoc. Prof. 33
Yammer c畛a Microsoft 動畛c s畛 d畛ng t畛 tr棚n 200.000 c担ng ty kh畉p n董i tr棚n th畉 gi畛i. Dr. Tran Van Lang, Assoc. Prof. 34
V畛: Socialcast is a private social network for business. Work smarter, find information faster, and get more done Dr. Tran Van Lang, Assoc. Prof. 35
Ho畉t 畛ng v畛 IT 畛 IAMI Trong nh畛ng nm qua, nh畛ng nh坦m nghi棚n c畛u v畛 ICT 畛 IAMI quan t但m 畉n: eHealth, Information System for Medicine Bionformatics Information Systems for Management Dr. Tran Van Lang, Assoc. Prof. 36
V畛i xu h動畛ng v畛 c担ng ngh畛 c畛a th畉 gi畛i: khai th叩c Ultra HD 4K, Video streaming l m畛t 畛nh h動畛ng c畉n quan t但m Qua 坦, t畉o c担ng c畛 h畛 tr畛 ch畉n o叩n (hi畛n th畛) qua h狸nh 畉nh t畛 xa (k畉t h畛p Video Streaming) Dr. Tran Van Lang, Assoc. Prof. 37
Tr棚n n畛n t畉ng h畛 th畛ng t鱈nh to叩n ph但n t叩n, c坦 th畛 d湛ng: Intel Parallel Studio, OpenCL, CUDA 畛 ph叩t tri畛n 畛ng d畛ng khoa h畛c v t鱈nh to叩n k畛 thu畉t Dr. Tran Van Lang, Assoc. Prof. 38
V畛i Large Cloud Services c坦 th畛 gi炭p t畉o cyberinfrastructure 畛 gi畉i quy畉t nh畛ng bi to叩n 畉t ra trong l挑nh v畛c Bioinformatics Dr. Tran Van Lang, Assoc. Prof. 39
Dr. Tran Van Lang, Assoc. Prof. 40
C坦 4 bi to叩n: DNA Sequencing Metagenomic Binning Metagenomic Assembly Annotation Dr. Tran Van Lang, Assoc. Prof. 41
B棚n c畉nh 坦, X但y d畛ng c叩c thu畉t to叩n nhanh trong vi畛c h畛 tr畛 n但ng 畛 ch鱈nh x叩c trong vi畛c gi畉i tr狸nh t畛 sinh h畛c M畛t cyberinfrastructure m畉nh thu棚 ngoi 畛 ph但n t鱈ch t狸m ra nh畛ng 畛t bi畉n t畛 c叩c ng但n hng d畛 li畛u gene Dr. Tran Van Lang, Assoc. Prof. 42
Ngoi ra, Vi畛c t狸m c叩c thu畉t to叩n s畛a sai trong vi畛c gi畉i tr狸nh t畛 th畉 h畛 m畛i (NGS) c滴ng l v畉n 畛 Dr. Tran Van Lang, Assoc. Prof. 43
Vi畛c x但y d畛ng c叩c h畛 th畛ng th担ng tin, qu畉n tr畛 v b畉o d動畛ng lu担n lu担n l v畉n 畛. Ch畉ng h畉n, Qu畉n tr畛 thu畛c men y t畉 D畛 li畛u ti ch鱈nh Truy c畉p 畉n 坦 t畛 m畛i n董i Dr. Tran Van Lang, Assoc. Prof. 44
PGS.TS. Tr畉n Vn Lng langtv@vast.vn 01 M畉c 挑nh Chi, Q1, TP.HCM Dr. Tran Van Lang, Assoc. Prof. 45

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Trend of ICT at IAMI

  • 1. Xu h動畛ng ph叩t tri畛n c担ng ngh畛 th担ng tin v truy畛n th担ng 畛nh h動畛ng nghi棚n c畛u t畉i IAMI PGS.TS. Tr畉n Vn Lng VI畛N C H畛C V TIN H畛C 畛NG D畛NG Dr. Tran Van Lang, Assoc. Prof. 1
  • 2. N畛i dung Xu h動畛ng c担ng ngh畛 畛nh h動畛ng nghi棚n c畛u v tri畛n khai Th畉o lu畉n Dr. Tran Van Lang, Assoc. Prof. 2
  • 3. Xu h動畛ng c担ng ngh畛 Data Privacy The Web of Things Ultra HD 4K No-Touch interface 3D Printing Dr. Tran Van Lang, Assoc. Prof. 3
  • 4. Large Cloud Services Personal Cloud Services Online Video Streaming Social Network Dr. Tran Van Lang, Assoc. Prof. 4
  • 5. 1. Data Privancy Khi d畛 li畛u cng l畛n, vi畛c l動u tr畛 tr棚n thi畉t b畛 l m畛t nhu c畉u. Tuy nhi棚n, d畛 li畛u lu担n l v担 gi叩 T鱈nh ri棚ng t動 hay t鱈nh b畉o m畉t c畛a d畛 li畛u l nhu c畉u t畛i th動畛ng Dr. Tran Van Lang, Assoc. Prof. 5
  • 6. M畛t s畛 nghi棚n c畛u An ton d畛 li畛u khi CSDL thu棚 ngoi (outsourced database services) Access Control Model 畛 b畉o v畛 t鱈nh ri棚ng t動 c畛a d畛 li畛u Dr. Tran Van Lang, Assoc. Prof. 6
  • 7. 2. The Web of Things WoT Web of Things - l m畛t ph畉n c畛a Internet of Things (IoT) Dr. Tran Van Lang, Assoc. Prof. 7
  • 8. Xu畉t ph叩t t畛 vi畛c: h畉ng ngy c叩c thi畉t b畛 ho畉c c叩c object (embedded device ho畉c computer) 畛u k畉t n畛i 畉n web. C叩c object 坦 c坦 th畛 th担ng qua Wireless Sensor Network, Ambient devices, Household appliances, 畛 畉n v畛i c叩c d畛ch v畛 web Dr. Tran Van Lang, Assoc. Prof. 8
  • 9. Dr. Tran Van Lang, Assoc. Prof. 9
  • 10. N畛n t畉ng ki畉n tr炭c v d畛ch v畛 c滴ng phong ph炭 h董n Dr. Tran Van Lang, Assoc. Prof. Hyper World 10
  • 11. Dr. Tran Van Lang, Assoc. Prof. 11
  • 12. Dr. Tran Van Lang, Assoc. Prof. 12
  • 13. 3. Ultra HD (4K) Ultra HD 4K d畉n lan t畛a vo TV v i畛n tho畉i TV Ultra HD v畛i 8.3 tri畛u i畛m 畉nh (g畉p 4 l畉n TV Full HD): 3.840 x 2.160 pixels Dr. Tran Van Lang, Assoc. Prof. 13
  • 14. Dr. Tran Van Lang, Assoc. Prof. 14
  • 15. M畛t s畛 v畉n 畛 畉t ra: OpenCL, CUDA cho vi畛c t畉o ra 畛ng d畛ng khai th叩c nng l畛c c畛a GPU Assembly c叩c monitor sao cho hi畛n th畛 畛ng th畛i v畛i s畛 l動畛ng i畛m 畉nh l畛n B畛 x畛 l箪 Qualcomm Snapdragon tr棚n mobile device 畛 hi畛n th畛 4K Dr. Tran Van Lang, Assoc. Prof. 15
  • 16. Dr. Tran Van Lang, Assoc. Prof. 16
  • 17. June 23, 2014 (http://top500.org) For the third consecutive time, Tianhe- 2, a supercomputer developed by Chinas National University of Defense Technology, has retained its position as the worlds No. 1 system with a performance of 33.86 Pflop/s (quadrillions ngh狸n tri畛u tri畛u - of calculations per second) Dr. Tran Van Lang, Assoc. Prof. 17
  • 18. Five Top Supercomputers Dr. Tran Van Lang, Assoc. Prof. 18
  • 19. Trong khi 坦, 11/2012 Dr. Tran Van Lang, Assoc. Prof. 19
  • 20. 4. No Touch Interface Nhi畛u smartphone 達 t鱈ch h畛p nh畉n d畉ng gi畛ng n坦i. Thi畉t b畛 i畛u khi畛n b畉ng c畛 ch畛 gi炭p cho s畛 t動董ng t叩c Dr. Tran Van Lang, Assoc. Prof. 20
  • 21. Nh畛ng nghi棚n c畛u 畉t ra: T鱈ch h畛p nh畉n d畉ng gi畛ng n坦i Vi畛t vo h畛 th畛ng Khai th叩c thi畉t b畛 nh畉n d畉ng 畛 h畛 tr畛 畛c ti畉ng Vi畛t X但y d畛ng h畛 th畛ng t動董ng t叩c b畉ng c畛 ch畛 Dr. Tran Van Lang, Assoc. Prof. 21
  • 22. Leap Motion, Kinect l thi畉t b畛 h畛 tr畛 T畉o ra 畛ng d畛ng d湛ng thi畉t b畛 ny 畛 t動董ng t叩c v畛i con ng動畛i th担ng qua c畛 ch畛 ho畉c d叩ng i畛u. Dr. Tran Van Lang, Assoc. Prof. 22
  • 23. 5. 3D Printing D畛 b叩o tng 200% vo nm 2015 Ngoi vi畛c 坦ng g坦p cho c担ng nghi畛p, gi畉m chi ph鱈 thi畉t k畉, t畉o m畉u; c嘆n lm thay 畛i h動畛ng nghi棚n c畛u nh畉n d畉ng d畉u v畉t. Dr. Tran Van Lang, Assoc. Prof. 23
  • 24. Dr. Tran Van Lang, Assoc. Prof. 24
  • 25. 6. Large Cloud Services Nh畛ng c担ng ty l畛n nh動 Aamzon, Facebook, Walmart, 達 t畉o ra ngu畛n l畛c l畛n li棚n quan 畉n database system, 畉n Cloud Service. T畛 坦, nh畛ng ti棚u chu畉n m畛i cho c叩c IT Architecture Dr. Tran Van Lang, Assoc. Prof. 25
  • 26. Ch畉ng h畉n, c坦 th畛 thu棚 m畛t h畉 t畉ng ph畉n c畛ng c畛 th畛 trong m畛t kho畉ng th畛i gian x叩c 畛nh c畛a Data Center c畛a Amazon. Dr. Tran Van Lang, Assoc. Prof. C叩c d畛ch v畛 畛 但y kh担ng ch畛 l c叩c Platform, Software m c嘆n c叩c Infrastructure. 26
  • 27. Khi 坦, nh畛ng t鱈nh to叩n l畛n c坦 th畛 畛 dng tri畛n khai tr棚n m担i tr動畛ng ph但n t叩n, m kh担ng ph畉i quan t但m 畉n infrastructure Dr. Tran Van Lang, Assoc. Prof. 27
  • 28. 7. Personal Cloud Services Dropbox, Box, Google Drive, iCloud, Gemalto, hi畛n ang l nh畛ng d畛ch v畛 ph畛c v畛 cho nh畛ng nhu c畉u mang t鱈nh c叩 nh但n. Nghi棚n c畛u c董 ch畉 畛ng b畛 h坦a mang t鱈nh b畉o m畉t l v畉n 畛 動畛c 畉t ra. Dr. Tran Van Lang, Assoc. Prof. 28
  • 29. M畛t vi v畉n 畛 畉t ra cho Synchronize Protect Your Memories Capture Your Life in Motion Experience Your Music Everywhere Backup, Access and Share Important Documents Keep Your Messages Secure Dr. Tran Van Lang, Assoc. Prof. 29
  • 30. 8. Online Video Streaming Nhu c畉u truy畛n video tr畛c tuy畉n l c坦 th畛c. V畉n 畛 畉t ra 坦 l vi畛c n辿n d畛 li畛u. Ch畉ng h畉n, HEVC - High Efficiency Video Coding l m畛t v畉n 畛 Dr. Tran Van Lang, Assoc. Prof. 30
  • 31. Dr. Tran Van Lang, Assoc. Prof. 31
  • 32. V k畛 thu畉t chia nh畛 thnh c叩c frame 畛 truy畛n l畉ng l畉盾 v畛 buffer c畛a m叩y t鱈nh ng動畛i d湛ng Dr. Tran Van Lang, Assoc. Prof. 32
  • 33. 9. IT Policy Friendly Social Network Thnh c担ng c畛a m畛t s畛 m畉ng nh動: Salesforce Chatter Microsoft Yammer SocialCast from VMWare Qua 坦 t畉o m担i tr動畛ng h畛p t叩c gi畛a nh畛ng con ng動畛i trong c叩c t畛 ch畛c kh担ng rng bu畛c location Dr. Tran Van Lang, Assoc. Prof. 33
  • 34. Yammer c畛a Microsoft 動畛c s畛 d畛ng t畛 tr棚n 200.000 c担ng ty kh畉p n董i tr棚n th畉 gi畛i. Dr. Tran Van Lang, Assoc. Prof. 34
  • 35. V畛: Socialcast is a private social network for business. Work smarter, find information faster, and get more done Dr. Tran Van Lang, Assoc. Prof. 35
  • 36. Ho畉t 畛ng v畛 IT 畛 IAMI Trong nh畛ng nm qua, nh畛ng nh坦m nghi棚n c畛u v畛 ICT 畛 IAMI quan t但m 畉n: eHealth, Information System for Medicine Bionformatics Information Systems for Management Dr. Tran Van Lang, Assoc. Prof. 36
  • 37. V畛i xu h動畛ng v畛 c担ng ngh畛 c畛a th畉 gi畛i: khai th叩c Ultra HD 4K, Video streaming l m畛t 畛nh h動畛ng c畉n quan t但m Qua 坦, t畉o c担ng c畛 h畛 tr畛 ch畉n o叩n (hi畛n th畛) qua h狸nh 畉nh t畛 xa (k畉t h畛p Video Streaming) Dr. Tran Van Lang, Assoc. Prof. 37
  • 38. Tr棚n n畛n t畉ng h畛 th畛ng t鱈nh to叩n ph但n t叩n, c坦 th畛 d湛ng: Intel Parallel Studio, OpenCL, CUDA 畛 ph叩t tri畛n 畛ng d畛ng khoa h畛c v t鱈nh to叩n k畛 thu畉t Dr. Tran Van Lang, Assoc. Prof. 38
  • 39. V畛i Large Cloud Services c坦 th畛 gi炭p t畉o cyberinfrastructure 畛 gi畉i quy畉t nh畛ng bi to叩n 畉t ra trong l挑nh v畛c Bioinformatics Dr. Tran Van Lang, Assoc. Prof. 39
  • 40. Dr. Tran Van Lang, Assoc. Prof. 40
  • 41. C坦 4 bi to叩n: DNA Sequencing Metagenomic Binning Metagenomic Assembly Annotation Dr. Tran Van Lang, Assoc. Prof. 41
  • 42. B棚n c畉nh 坦, X但y d畛ng c叩c thu畉t to叩n nhanh trong vi畛c h畛 tr畛 n但ng 畛 ch鱈nh x叩c trong vi畛c gi畉i tr狸nh t畛 sinh h畛c M畛t cyberinfrastructure m畉nh thu棚 ngoi 畛 ph但n t鱈ch t狸m ra nh畛ng 畛t bi畉n t畛 c叩c ng但n hng d畛 li畛u gene Dr. Tran Van Lang, Assoc. Prof. 42
  • 43. Ngoi ra, Vi畛c t狸m c叩c thu畉t to叩n s畛a sai trong vi畛c gi畉i tr狸nh t畛 th畉 h畛 m畛i (NGS) c滴ng l v畉n 畛 Dr. Tran Van Lang, Assoc. Prof. 43
  • 44. Vi畛c x但y d畛ng c叩c h畛 th畛ng th担ng tin, qu畉n tr畛 v b畉o d動畛ng lu担n lu担n l v畉n 畛. Ch畉ng h畉n, Qu畉n tr畛 thu畛c men y t畉 D畛 li畛u ti ch鱈nh Truy c畉p 畉n 坦 t畛 m畛i n董i Dr. Tran Van Lang, Assoc. Prof. 44
  • 45. PGS.TS. Tr畉n Vn Lng langtv@vast.vn 01 M畉c 挑nh Chi, Q1, TP.HCM Dr. Tran Van Lang, Assoc. Prof. 45