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SQL Saturday Orlando 801
Hiram Fleitas
Universal Property & Casualty Insurance Company
Public: goo.gl/BqfYSi
Hack / Protect / Predict SQL Server – Learn Them
Session evaluations
Your feedback is important and valuable.
Submit your feedback by the end of this session to win a prize.
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BIO
Father, SQL Server DBA/Dev, IT Pro,
GRT, USCG Auxiliary.
*Dev since 1995.
*SQL since 1999.
FUN
Wakeboard, Wakesurf, Snowboard,
GORUCK, Family.
/HiramFleitas
hiramfleitas@hotmail.com
dba2o.wordpress.comHiramFleitas
@HiramFleitas
Hiram Fleitas
Principal Database Architect @UPCIC
/hfleitas
Agenda
• Hack Tabular Data Stream (TDS)
• Load Test Encryption
• Hack Dynamic Data Masking (DDM)
• Hack Row-Level Security (RLS)
• DB Source Control (TFS/Git)
• Real-time Sentiment Prediction (SQL ML/AI DNN)
• Resources
• Raffle
DEMO 1TDS Encryption
Force Encryption
DEMO 2Load Test
Load Test Comparison
0
20
40
60
80
100
120
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
Turned Off
0
20
40
60
80
100
120
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
Turned On
48
11 10 10 10 10
32
12
23
19
30
14
22
12
44
15
24
10 9 9
18
13
15 15 15 15
25
12
32
15
23
14
21
17
28
19
22
8
10 9
16 15 14 15 14
20
31
17
30
17
27
15
31
16
33
17
33
8 9 8
17 16
21
19
17 16
31
19
22 22
29
17
35
18
31
21
28
7
9 8
19
21 20
18
22
18
36
19
33
23
35
22
53
22
38
24
32
15
8 9
24 23
21 21 21 21
39
21
35
22
39
24
37
23
41
25
39
10
8 9
24 23 24
22 22
28
40
26
42
27
40
26
43
28
43
28
41
8 8
10
25
30
28 27
29
24
47 46
60
26
36
27
41
30
42
32
43
8 9 8
31 30
26
31
43
29
44
32
42
30
57
31
44
32
53
33
45
8 8 9
31
37
32 33 32 32
46
53
50
34
44
32
48
54
48
32
42
8 8 9
34
37 36 35
33
37
51
53
36
52
37
54 53
67
38
51
37
43
8 8 8
38 37
53
38 37 36
47
37
53
38
65
39
56
39
53
38
56
10 9
7
57
45
39 39
41 40
47
40
48
50
56
41
58
40
52
42
60
8 8 7
42
49
42
46
58
44
55
50
59
41
51
43
73
46
60
46
58
9 8 9
44 43 44 45
43
57 57
43
54 55
59
45
65
46
82
47
54
9 9 8
55
47
45
47 47
44
80
47
57
47
62
47
65
48
63 62
57
9 8 8
49 49
51
47 48
50
57
48
67
49
59
52
68
49
67
48
57
8 8 7
50
60
52 51
48
51
65
52
64
51
65
51
80
52
62
54
61
9 8 9
54
52 51 51 50
54
62
51
68
53
68
53
67
53
59
55
91
9 9 9
55
52 53 52
59
52
83
55
67
57
69
54
62
66
64
75
83
21
15
22
98
10
80
64
62
67
81
72
79 78
74
57
71
58
77
59
86
13
11
9
66
59
71 70
61 62
78
58
75
58
76
61
70
58
76
61
77
8 9 9
61 61
70
62
70
59
72
61
75
64
76
70
76 75 74
62
71
7 7 7
66
63
61
72
67
61
72
64
80
64
75
72
77
72
85
70
72
7 8 7
73
67
74
79 79
66
81
69
86
73
86
74
90
77
87
68
82
9 8 8
68
73
80
71
73
68
72
67
83
71
76
67
84
70
80
70
102
10
8 7
78 78
73
66
68
78
84
70
90
70
91
70
98
69
113
70
84
9
7
9
73
75
71 70
74
84
100
72
81
70
85
71
78
90
86
72
89
9
15
8
76 75 74 75 76
74
98
77
97
83
85
71
84
77
91 90
94
8 8 7
0
20
40
60
80
100
120
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
Force Encryption Turned Off (Avg. 44.19ms)
37
12
10 11 10 10
37
11
22
13
24
15
23
14
28
12
26
11
9 10
13 13 14 14 14 14
29
13
23
16
23
15
27
17
23
15
25
10 10
8
15 16
18 17
15
17
25
16
33
19
24
18
24
16
32
20
24
9 8 8
19
16
19 18 17
20
36
17
34
18
28
22
31
18
34
21
35
7 7
9
19
62
22
19 19
21
38
21
33
19
34
20
30
26
38
24
39
14
8 8
21 21
23 24 24 23
35
24
38
23
38
23
32
24
40
23
30
8 9 8
24 25 26
23 23
28
35
25
37
29
40
25
40
27
39
28
44
10
7 8
26
29
25
29 28 28
65
29
38
29
40
31
36
26
43
37 38
9 8 9
28
30 30 30
50
31
41
30
47
32
51
33
40
31
48
33
58
9 8 9
32
30
32 32 32
51
48
32
48
34
40
32
54
34
41
36
46
8 9
22
3535 35
33
36
39
37
48
37
49
35
47
50
54
37
53
38
53
8 8 8
37
43
39 38
36 36
51
37
50
54
46
35
52
36
52
38
52
25
8 7
39
37 38 37 38 37
51
38
69
38
53
38
50
39
52
41
52
7
9 8
61
39 39
41 40
42
49
42
49
51 51
43
58
42
56
51
55
8 8 7
41 41 42 42 41
43
59
50
61
44
59
42
57
45
52
62
53
9 8 8
45 44
46 47
45
47
61
45
65
46
66
49
65
49
58
63
83
8 7
11
49 48
53
47 46 47
71
46
56
63
57
50
63
50
60
51
58
9 8 9
53 52
56
54
50
60
65
53
63 62
57
51
64
53
74
55
65
8 9 8
51
53 52 51
55 55
66
70
67
53
72
52
60
75
64
53
67
7
9 8
55
59
55
63 64 63
70
64
61
64 63
57
83
55
64
56
69
8 7
9
59
57
59 58 58
63
68
61
68
55
69
60
70
57
74
64
102
9 8 8
57
61
59 60 61
57
75
58
69
58
69
74
86
63
77
60
70
9 8 8
96
68
58
62
60 61
75
58
71
60
91
64
74
64
77
62
78
9 9 9
63 64
61 61
84
63
75
63
78
61
76
65
95
67
74
63
78
9 8 9
65 66
81
66
68
64
80
66
77
66
76
65
82
66
78
65
97
8 7
10
68
72
68 69
81
67
82
69
89
68
87
80
83
70
97
75
86
11
7 7
72 71
67
70 70
79 80
72
85
72
91
104
80
90
113
71
83
8 9 8
72 73 72 73 74
72
86
73
97
70
89
72
98
73
95
81
86
8 9 8
74
80
75 76
81
79
97
86 85 85
88
78
87
77
103
78
87
7 7 8
0
20
40
60
80
100
120
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
Force Encryption Turned On (Avg. 43.71ms)
DEMO 3Dynamic Data Masking
Hack DDM
DEMO 4Row Level Security
Hack RLS
DEMO 5Database Project
Version & Source Control
DB Source Control
TFSSection
GitHubSection
DEMO 6SQL Server
Machine Learning & AI
SQL ML / AI
Not in 2019ctp2
2019ctp2
2017
2019ctp2
2017
2019ctp2
2017
2019ctp2
6
8999 8999
30 17 30.2
529.35
2999.66
0
1000
2000
3000
4000
5000
6000
7000
8000
9000
10000
PySQL In-DB CLR
5x Faster (sp_rxPredict)
Rows Seconds RPS
Resources
Slides, Scripts, Recordings, Notes:
• Public: https://goo.gl/BqfYSi
• Sneak Peeks: http://pass.org/summit/2017/Sessions/SneakPeeks.aspx
• PASStv: http://pass.org/summit/2017/PASStv.aspx
• Keynote Day 1: https://youtu.be/NGbk9XGWTHI
• Microsoft BI - An Integrated Modern Solution: https://youtu.be/T0If-SNl08A
• Keynote Day 2: https://youtu.be/7SRi9vyDtWY
• Keynote Day 3 (WIT): https://youtu.be/8JnXi0gnTb8
• Speakers: http://pass.org/summit/2017/Speakers.aspx
• Bob Ward’s slides & scripts: http://aka.ms/bobwardms
• Performance: Adaptive Query Processing, Automatic Tuning.
• Docker: https://docs.microsoft.com/sql/linux/quickstart-install-connect-docker
• Docker SQL, App, CI/CD: https://channel9.msdn.com/events/Connect/2017/T152
• Postman: https://getpostman.com
• Visual Studio & TFS Downloads: https://visualstudio.com/downloads
• SSDT: https://docs.microsoft.com/sql/ssdt/download-sql-server-data-tools-ssdt
• TFS Pricing: https://visualstudio.com/team-services/tfs-pricing
• GitHub Pricing: https://github.com/pricing
• The Roadmap for SQL Server 2019: https://youtu.be/PbJB--ntCaE
More:
• @sqlpass, #PASSSummit, #powerbihelp, #sqlhelp, @MSPowerBI, @mssqltiger
• Join Slack workspace: http://dbatools.io/slack
• Slack channels: #dbatools, #firstresponderkit, #general, #pass-summit, #query-
tuning, #sqlhelp, #git-help
• Pass Virtual Groups: http://pass.org/Community/Groups.aspx (App Dev, BI, DBA,
DevOps, Global Spanish, HA/DR, Performance, PowerShell, Virtualization, Linux)
• More webinars: Channel9, GroupBy, SQLWorkBooks
• Microsoft AI: AI School Learning Paths
• Models: Install pre-trained Machine Learning models on SQL Server
• Tutorials: Get Started with SQL Server Machine Learning Services
• Interaction of Components: SQL Server Components to Support Python
• Threading ML: Logistic Regression
• Resource Governor: Alter External Resource Pool
Hiram Fleitas
Sat, Oct 6
11 AM - 12 PM
DBA Advanced
Sponsor
1110 W. Commercial Blvd, Fort Lauderdale, FL 33309 // Ph. 954-958-1200 // www.UniversalProperty.com
Session evaluations
Your feedback is important and valuable.
Submit your feedback by the end of this session to win a prize.
http://hiram/evalsgoo.gl/EQ7fXd
goo.gl/EQ7fXd
Thank You
Hit me up!
hiramfleitas@hotmail.com
dba2o.wordpress.comHiramFleitas
@HiramFleitas
/hfleitas/HiramFleitas

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[DBA-Adv]_HiramFleitas_Hack_Protect_Predict_SQLServer_LearnThem

  • 1. SQL Saturday Orlando 801 Hiram Fleitas Universal Property & Casualty Insurance Company Public: goo.gl/BqfYSi Hack / Protect / Predict SQL Server – Learn Them
  • 2. Session evaluations Your feedback is important and valuable. Submit your feedback by the end of this session to win a prize. http://hiram/evalsgoo.gl/EQ7fXd goo.gl/EQ7fXd
  • 3. BIO Father, SQL Server DBA/Dev, IT Pro, GRT, USCG Auxiliary. *Dev since 1995. *SQL since 1999. FUN Wakeboard, Wakesurf, Snowboard, GORUCK, Family. /HiramFleitas hiramfleitas@hotmail.com dba2o.wordpress.comHiramFleitas @HiramFleitas Hiram Fleitas Principal Database Architect @UPCIC /hfleitas
  • 4. Agenda • Hack Tabular Data Stream (TDS) • Load Test Encryption • Hack Dynamic Data Masking (DDM) • Hack Row-Level Security (RLS) • DB Source Control (TFS/Git) • Real-time Sentiment Prediction (SQL ML/AI DNN) • Resources • Raffle
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  • 33. Load Test Comparison 0 20 40 60 80 100 120 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Turned Off 0 20 40 60 80 100 120 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Turned On
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  • 52. 37 12 10 11 10 10 37 11 22 13 24 15 23 14 28 12 26 11 9 10 13 13 14 14 14 14 29 13 23 16 23 15 27 17 23 15 25 10 10 8 15 16 18 17 15 17 25 16 33 19 24 18 24 16 32 20 24 9 8 8 19 16 19 18 17 20 36 17 34 18 28 22 31 18 34 21 35 7 7 9 19 62 22 19 19 21 38 21 33 19 34 20 30 26 38 24 39 14 8 8 21 21 23 24 24 23 35 24 38 23 38 23 32 24 40 23 30 8 9 8 24 25 26 23 23 28 35 25 37 29 40 25 40 27 39 28 44 10 7 8 26 29 25 29 28 28 65 29 38 29 40 31 36 26 43 37 38 9 8 9 28 30 30 30 50 31 41 30 47 32 51 33 40 31 48 33 58 9 8 9 32 30 32 32 32 51 48 32 48 34 40 32 54 34 41 36 46 8 9 22 3535 35 33 36 39 37 48 37 49 35 47 50 54 37 53 38 53 8 8 8 37 43 39 38 36 36 51 37 50 54 46 35 52 36 52 38 52 25 8 7 39 37 38 37 38 37 51 38 69 38 53 38 50 39 52 41 52 7 9 8 61 39 39 41 40 42 49 42 49 51 51 43 58 42 56 51 55 8 8 7 41 41 42 42 41 43 59 50 61 44 59 42 57 45 52 62 53 9 8 8 45 44 46 47 45 47 61 45 65 46 66 49 65 49 58 63 83 8 7 11 49 48 53 47 46 47 71 46 56 63 57 50 63 50 60 51 58 9 8 9 53 52 56 54 50 60 65 53 63 62 57 51 64 53 74 55 65 8 9 8 51 53 52 51 55 55 66 70 67 53 72 52 60 75 64 53 67 7 9 8 55 59 55 63 64 63 70 64 61 64 63 57 83 55 64 56 69 8 7 9 59 57 59 58 58 63 68 61 68 55 69 60 70 57 74 64 102 9 8 8 57 61 59 60 61 57 75 58 69 58 69 74 86 63 77 60 70 9 8 8 96 68 58 62 60 61 75 58 71 60 91 64 74 64 77 62 78 9 9 9 63 64 61 61 84 63 75 63 78 61 76 65 95 67 74 63 78 9 8 9 65 66 81 66 68 64 80 66 77 66 76 65 82 66 78 65 97 8 7 10 68 72 68 69 81 67 82 69 89 68 87 80 83 70 97 75 86 11 7 7 72 71 67 70 70 79 80 72 85 72 91 104 80 90 113 71 83 8 9 8 72 73 72 73 74 72 86 73 97 70 89 72 98 73 95 81 86 8 9 8 74 80 75 76 81 79 97 86 85 85 88 78 87 77 103 78 87 7 7 8 0 20 40 60 80 100 120 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Force Encryption Turned On (Avg. 43.71ms)
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  • 61. DEMO 4Row Level Security
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  • 80. DEMO 5Database Project Version & Source Control
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  • 134. DEMO 6SQL Server Machine Learning & AI
  • 135. SQL ML / AI
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  • 169. 6 8999 8999 30 17 30.2 529.35 2999.66 0 1000 2000 3000 4000 5000 6000 7000 8000 9000 10000 PySQL In-DB CLR 5x Faster (sp_rxPredict) Rows Seconds RPS
  • 170. Resources Slides, Scripts, Recordings, Notes: • Public: https://goo.gl/BqfYSi • Sneak Peeks: http://pass.org/summit/2017/Sessions/SneakPeeks.aspx • PASStv: http://pass.org/summit/2017/PASStv.aspx • Keynote Day 1: https://youtu.be/NGbk9XGWTHI • Microsoft BI - An Integrated Modern Solution: https://youtu.be/T0If-SNl08A • Keynote Day 2: https://youtu.be/7SRi9vyDtWY • Keynote Day 3 (WIT): https://youtu.be/8JnXi0gnTb8 • Speakers: http://pass.org/summit/2017/Speakers.aspx • Bob Ward’s slides & scripts: http://aka.ms/bobwardms • Performance: Adaptive Query Processing, Automatic Tuning. • Docker: https://docs.microsoft.com/sql/linux/quickstart-install-connect-docker • Docker SQL, App, CI/CD: https://channel9.msdn.com/events/Connect/2017/T152 • Postman: https://getpostman.com • Visual Studio & TFS Downloads: https://visualstudio.com/downloads • SSDT: https://docs.microsoft.com/sql/ssdt/download-sql-server-data-tools-ssdt • TFS Pricing: https://visualstudio.com/team-services/tfs-pricing • GitHub Pricing: https://github.com/pricing • The Roadmap for SQL Server 2019: https://youtu.be/PbJB--ntCaE More: • @sqlpass, #PASSSummit, #powerbihelp, #sqlhelp, @MSPowerBI, @mssqltiger • Join Slack workspace: http://dbatools.io/slack • Slack channels: #dbatools, #firstresponderkit, #general, #pass-summit, #query- tuning, #sqlhelp, #git-help • Pass Virtual Groups: http://pass.org/Community/Groups.aspx (App Dev, BI, DBA, DevOps, Global Spanish, HA/DR, Performance, PowerShell, Virtualization, Linux) • More webinars: Channel9, GroupBy, SQLWorkBooks • Microsoft AI: AI School Learning Paths • Models: Install pre-trained Machine Learning models on SQL Server • Tutorials: Get Started with SQL Server Machine Learning Services • Interaction of Components: SQL Server Components to Support Python • Threading ML: Logistic Regression • Resource Governor: Alter External Resource Pool Hiram Fleitas Sat, Oct 6 11 AM - 12 PM DBA Advanced
  • 171. Sponsor 1110 W. Commercial Blvd, Fort Lauderdale, FL 33309 // Ph. 954-958-1200 // www.UniversalProperty.com
  • 172. Session evaluations Your feedback is important and valuable. Submit your feedback by the end of this session to win a prize. http://hiram/evalsgoo.gl/EQ7fXd goo.gl/EQ7fXd
  • 173. Thank You Hit me up! hiramfleitas@hotmail.com dba2o.wordpress.comHiramFleitas @HiramFleitas /hfleitas/HiramFleitas