Fast Rendering and Efficient Settings in LINE TODAY High Traffic Feature in Thailand

Transcript

1. Fast Rendering and Efficient Settings in LINE TODAY
   

   High Traffic Feature in Thailand
   Rex Lin - LINE TODAY Backend Developer
   
   
   03/09/2022
   

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2. • LINE TODAY Services
   
   
   • Architecture
   
   
   • Modularized Page Setting
   
   
   • Thailand Features
   Agenda
   

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3. • LINE TODAY Services
   
   
   • Architecture
   
   
   • Modularized Page Setting
   
   
   • Thailand Features
   Agenda
   

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4. LINE TODAY Stays With You Today
   12:00
   
   News
   International/
   
   Entertainment
   15:00
   
   LIVE
   Lottery / Fortune
   09:00
   
   Recommendations
   Weather / News
   
   18:00
   
   Official Account
   News / Economics
   
   21:00
   
   Daily Life
   Quiz / Poll
   

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5. LINE TODAY Stays With You Today
   12:00
   
   News
   International/
   
   Entertainment
   15:00
   
   LIVE
   Lottery / Fortune
   09:00
   
   Recommendations
   Weather / News
   
   18:00
   
   Official Account
   News / Economics
   
   21:00
   
   Daily Life
   Quiz / Poll
   

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6. LINE TODAY Stays With You Today
   12:00
   
   News
   International/
   
   Entertainment
   15:00
   
   LIVE
   Lottery / Fortune
   09:00
   
   Recommendations
   Weather / News
   
   18:00
   
   Official Account
   News / Economics
   
   21:00
   
   Daily Life
   Quiz / Poll
   

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7. Taiwan Thailand Hong Kong
   

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8. LINE TODAY Thailand
   38M MAU
   

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9. CDN
   Object
   Storage
   In
   Mem
   Cache
   Backend Server
   Frontend Server
   Cache
   Server
   Mini Service
   Feeding Service
   Internal CMS
   External CMS
   Vue.js
   Third Party API
   Content
   Provider
   Internal Editor
   External Editor
   Report Service
   Data Warehouse
   LINE TODAY Architecture
   ML Data
   Analysis
   

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10. CDN
    96%
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    4%
    ML Data
    Analysis
    

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11. CDN
    96%
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    4%
    ML Data
    Analysis
    

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12. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    ML Data
    Analysis
    

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13. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    ML Data
    Analysis
    

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14. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    ML Data
    Analysis
    

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15. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    ML Data
    Analysis
    

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16. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    ML Data
    Analysis
    

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17. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    ML Data
    Analysis
    

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18. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    ML Data
    Analysis
    

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19. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    ML Data
    Analysis
    

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20. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    ML Data
    Analysis
    

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21. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    LINE TODAY Architecture
    ML Data
    Analysis
    

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22. Slow webpage loading
    
    
    Long cache time due to heavy traffic
    
    
    Bulky API response, no flexibility in portal page
    
    
    HTTP/2 with new API design
    
    
    Decrease the cache time
    
    
    Modularized page setting
    
    
    Problem
    Solutions
    How to publish the contents ASAP?
    

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23. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Vue.js
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    HTTP/2 with new API design
    ML Data
    Analysis
    HTTP/2
    

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24. Slow webpage loading
    
    
    Long cache time due to heavy traffic
    
    
    Bulky API response, no flexibility in portal page
    
    
    HTTP/2 with new API design
    
    
    Decrease the cache time
    
    
    Modularized page setting
    
    
    Problem
    Solutions
    How to publish the contents ASAP?
    

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25. CDN
    Object
    Storage
    In
    Mem
    Cache
    Backend Server
    Frontend Server
    Cache
    Server
    Mini Service
    Feeding Service
    Internal CMS
    External CMS
    Third Party API
    Content
    Provider
    Internal Editor
    External Editor
    Report Service
    Data Warehouse
    Decrease the cache time
    ML Data
    Analysis
    HTTP/2
    In
    Mem
    Cache
    In
    Mem
    Cache
    In
    Mem
    Cache
    In
    Mem
    Cache
    In
    Mem
    Cache
    

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26. Slow webpage loading
    
    
    Long cache time due to heavy traffic
    
    
    Bulky API response, no flexibility in portal page
    
    
    HTTP/2 with new API design
    
    
    Decrease the cache time
    
    
    Modularized page setting
    
    
    Problem
    Solutions
    How to publish the contents ASAP?
    

    View Slide

27. Slow webpage loading
    
    
    Long cache time due to heavy traffic
    
    
    Bulky API response, no flexibility in portal page
    
    
    HTTP/2 with new API design
    
    
    Decrease the cache time
    
    
    Modularized page setting
    
    
    Problem
    Solutions
    How to publish the contents ASAP?
    

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28. Headline news module
    Latest news module
    Topic module
    Trending news module
    Weather module
    Merit-date module
    Modularized Page Setting
    Fortune stick module
    

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29. Headline news module
    Latest news module
    Topic module
    Trending news module
    Weather module
    Merit-date module
    Modularized Page Setting
    Fortune stick module
    

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30. Modularized Page Setting
    Editor
    Content Management System
    Page
    Subscribe Module
    Article Module
    Recommend
    Module
    Comment Module
    Page Mapping Rule Page Setting
    Service
    Subscribe
    Module
    Article
    Module
    Recommend
    Module
    Comment
    Module
    Storage
    Rule Page
    Rule Page
    Rule Page
    Rule Page
    Content Provider
    Rule
    Category Display Mode
    

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31. Modularized Page Setting
    Editor
    Content Management System
    Page
    Subscribe Module
    Article Module
    Recommend
    Module
    Comment Module
    Page Mapping Rule Page Setting
    Service
    Subscribe
    Module
    Article
    Module
    Recommend
    Module
    Comment
    Module
    Storage
    Rule Page
    Rule Page
    Rule Page
    Rule Page
    Content Provider
    Rule
    Category Display Mode
    

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32. Modularized Page Setting
    Editor
    Content Management System
    Page
    Subscribe Module
    Article Module
    Recommend
    Module
    Comment Module
    Page Mapping Rule Page Setting
    Service
    Subscribe
    Module
    Article
    Module
    Recommend
    Module
    Comment
    Module
    Storage
    Rule Page
    Rule Page
    Rule Page
    Rule Page
    Content Provider
    Rule
    Category Display Mode
    

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33. Modularized Page Setting
    Editor
    Content Management System
    Page
    Subscription Module
    Article Module
    Recommend
    Module
    Comment Module
    Page Mapping Rule Page Setting
    Service
    Subscription
    Service
    Article
    Service
    Recommend
    Service
    Comment
    Service
    Storage
    Rule Page
    Rule Page
    Rule Page
    Rule Page
    Content Provider
    Rule
    Category Display Mode
    

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34. Modularized Page Setting
    Editor
    Content Management System
    Page
    Subscription Module
    Article Module
    Recommend
    Module
    Comment Module
    Page Mapping Rule Page Setting
    Service
    Subscription
    Service
    Article
    Service
    Recommend
    Service
    Comment
    Service
    Storage
    Rule Page
    Rule Page
    Rule Page
    Rule Page
    Content Provider
    Rule
    Category Display Mode
    

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35. Modularized Page Setting
    Editor
    Content Management System
    Page
    Subscription Module
    Article Module
    Recommend
    Module
    Comment Module
    Page Mapping Rule Page Setting
    Service
    Subscription
    Service
    Article
    Service
    Recommend
    Service
    Comment
    Service
    Storage
    Rule Page
    Rule Page
    Rule Page
    Rule Page
    Content Provider
    Rule
    Category Display Mode
    

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36. Modularized Page Setting
    Editor
    Content Management System
    Page
    Subscription Module
    Article Module
    Recommend
    Module
    Comment Module
    Page Mapping Rule Page Setting
    Service
    Subscription
    Service
    Article
    Service
    Recommend
    Service
    Comment
    Service
    Storage
    Rule Page
    Rule Page
    Rule Page
    Rule Page
    Content Provider
    Rule
    Category Display Mode
    

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37. Pros of Modularized Page Setting
    Fast rendering
    
    
    Decrease API payload size
    
    
    Render first frame modules by Server-Side Render
    
    
    Easier configuration
    
    
    More configurable page pattern
    
    
    Reduce duplicated page setting
    System
    Editor
    

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38. Pros of Modularized Page Setting
    Fast rendering
    
    
    Decrease API payload size
    
    
    Render first frame modules by Server-Side Render
    
    
    Easier configuration
    
    
    More configurable page pattern
    
    
    Reduce duplicated page setting
    System
    Editor
    

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39. Pros of Modularized Page Setting
    Fast rendering
    
    
    Decrease API payload size
    
    
    Render first frame modules by Server-Side Render
    
    
    Easier configuration
    
    
    More configurable page pattern
    
    
    Reduce duplicated page setting
    System
    Editor
    

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40. Pros of Modularized Page Setting
    Fast rendering
    
    
    Decrease API payload size
    
    
    Render first frame modules by Server-Side Render
    
    
    Easier configuration
    
    
    More configurable page pattern
    
    
    Reduce duplicated page setting
    System
    Editor
    

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41. A/B Testing, Gradual Rollout Framework
    Editor
    Content Management System
    Page A
    News Module
    Weather Module
    Fortune Module
    Page
    Setting
    Service
    Page B
    News Module
    AD Module
    Weather Module
    Page Mapping Rule
    Group
    A
    Page
    A
    Group
    B
    Page
    B
    News
    Weather
    Fortune
    News
    AD

    (Advertisement)
    Weather
    User Grouping System
    User Group Mapping
    Group A
    User
    B ID
    Group B
    Get user group by user ID
    Group C
    User
    A ID
    

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42. A/B Testing, Gradual Rollout Framework
    Editor
    Content Management System
    Page A
    News Module
    Weather Module
    Fortune Module
    Page
    Setting
    Service
    Page B
    News Module
    AD Module
    Weather Module
    Page Mapping Rule
    Group
    A
    Page
    A
    Group
    B
    Page
    B
    News
    Weather
    Fortune
    News
    AD

    (Advertisement)
    Weather
    User Grouping System
    User Group Mapping
    Group A
    User
    B ID
    Group B
    Get user group by user ID
    Group C
    User
    A ID
    

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43. A/B Testing, Gradual Rollout Framework
    Editor
    Content Management System
    Page A
    News Module
    Weather Module
    Fortune Module
    Page
    Setting
    Service
    Page B
    News Module
    AD Module
    Weather Module
    Page Mapping Rule
    Group
    A
    Page
    A
    Group
    B
    Page
    B
    News
    Weather
    Fortune
    News
    AD

    (Advertisement)
    Weather
    User Grouping System
    User Group Mapping
    Group A
    User
    B ID
    Group B
    Get user group by user ID
    Group C
    User
    A ID
    

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44. A/B Testing, Gradual Rollout Framework
    Editor
    Content Management System
    Page A
    News Module
    Weather Module
    Fortune Module
    Page
    Setting
    Service
    User Grouping System
    User Group Mapping
    Group A
    User
    B ID
    Group B
    Page B
    News Module
    AD Module
    Weather Module
    Page Mapping Rule
    Group
    A
    Page
    A
    Group
    B
    Page
    B
    Get user group by user ID
    News
    Weather
    Fortune
    News
    AD

    (Advertisement)
    Weather
    Group C
    0 35 60 100
    User
    A ID
    Hash Hash
    

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45. A/B Testing, Gradual Rollout Framework
    Editor
    Content Management System
    Page A
    News Module
    Weather Module
    Fortune Module
    Page
    Setting
    Service
    User Grouping System
    User Group Mapping
    Group A
    User
    B ID
    Group B
    Page B
    News Module
    AD Module
    Weather Module
    Page Mapping Rule
    Group
    A
    Page
    A
    Group
    B
    Page
    B
    Get user group by user ID
    News
    Weather
    Fortune
    News
    AD

    (Advertisement)
    Weather
    Group C
    0 35 60 100
    User
    A ID
    Hash Hash
    

    View Slide

46. A/B Testing, Gradual Rollout Framework
    Editor
    Content Management System
    Page A
    News Module
    Weather Module
    Fortune Module
    Page
    Setting
    Service
    User Grouping System
    User Group Mapping
    Group A
    User
    B ID
    Group B
    Page B
    News Module
    AD Module
    Weather Module
    Page Mapping Rule
    Group
    A
    Page
    A
    Group
    B
    Page
    B
    Get user group by user ID
    News
    Weather
    Fortune
    News
    AD

    (Advertisement)
    Weather
    Group C
    0 35 60 100
    User
    A ID
    Hash Hash
    

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47. A/B Testing, Gradual Rollout Framework
    Editor
    Content Management System
    Page A
    News Module
    Weather Module
    Fortune Module
    Page
    Setting
    Service
    Page B
    News Module
    AD Module
    Weather Module
    Page Mapping Rule
    Group
    A
    Page
    A
    Group
    B
    Page
    B
    News
    Weather
    Fortune
    News
    Weather
    User Grouping System
    User Group Mapping
    AD

    (Advertisement)
    Group A
    User
    B ID
    Group B
    Get user group by user ID
    Group C
    User
    A ID
    

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48. Thailand Features
    

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49. Lottery
    

    Displaying / Checking the winning number
    Instant News
    Official Account
    

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50. Lottery
    

    Displaying / Checking the winning number
    Instant News
    Official Account
    

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51. Lottery
    

    Displaying / Checking the winning number
    Instant News
    Official Account
    

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52. Lottery Resources Tuning
    

    Resource Configuration when Release
    apiVersion: apps/v1

    kind: Deployment

    metadata:

    name: today-lottery-service

    spec:

    replicas: 2

    template:

    spec:

    containers:

    - name: today-lottery-service

    resources:

    requests:

    cpu: 250m

    memory: 1536Mi

    limits:

    cpu: 500m

    memory: 1536Mi
    

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53. Lottery Resources Tuning
    

    Resource Configuration when Release
    apiVersion: apps/v1

    kind: Deployment

    metadata:

    name: today-lottery-service

    spec:

    replicas: 2

    template:

    spec:

    containers:

    - name: today-lottery-service

    resources:

    requests:

    cpu: 250m

    memory: 1536Mi

    limits:

    cpu: 500m

    memory: 1536Mi
    

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54. Lottery Resources Tuning
    

    CPU Alert after Launch
    Request
    Limit
    

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55. Lottery Resources Tuning
    

    CPU Alert after Launch
    Request
    Limit
    

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56. Lottery Resources Tuning
    

    CPU Alert after Launch
    Request
    Limit
    

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57. Lottery Resources Tuning
    

    CPU Alert after Launch
    Request
    Limit
    

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58. Lottery Resources Tuning
    

    Increase Replica and Decrease CPU/Memory without Autoscaling
    apiVersion: apps/v1

    kind: Deployment

    metadata:

    name: today-lottery-service

    spec:

    replicas: 2

    template:

    spec:

    containers:

    - name: today-lottery-service

    resources:

    requests:

    cpu: 250m

    memory: 1536Mi

    limits:

    cpu: 500m

    memory: 1536Mi
    AS IS TO BE
    apiVersion: apps/v1

    kind: Deployment

    metadata:

    name: today-lottery-service

    spec:

    replicas: 3

    template:

    spec:

    containers:

    - name: today-lottery-service

    resources:

    requests:

    cpu: 200m

    memory: 1024Mi

    limits:

    cpu: 500m

    memory: 1024Mi
    

    View Slide

59. Lottery Resources Tuning
    

    Increase Replica and Decrease CPU/Memory without Autoscaling
    apiVersion: apps/v1

    kind: Deployment

    metadata:

    name: today-lottery-service

    spec:

    replicas: 2

    template:

    spec:

    containers:

    - name: today-lottery-service

    resources:

    requests:

    cpu: 250m

    memory: 1536Mi

    limits:

    cpu: 500m

    memory: 1536Mi
    AS IS TO BE
    apiVersion: apps/v1

    kind: Deployment

    metadata:

    name: today-lottery-service

    spec:

    replicas: 3

    template:

    spec:

    containers:

    - name: today-lottery-service

    resources:

    requests:

    cpu: 200m

    memory: 1024Mi

    limits:

    cpu: 500m

    memory: 1024Mi
    

    View Slide

60. Lottery Resources Tuning
    

    Increase Replica and Decrease CPU/Memory without Autoscaling
    apiVersion: apps/v1

    kind: Deployment

    metadata:

    name: today-lottery-service

    spec:

    replicas: 2

    template:

    spec:

    containers:

    - name: today-lottery-service

    resources:

    requests:

    cpu: 250m

    memory: 1536Mi

    limits:

    cpu: 500m

    memory: 1536Mi
    AS IS TO BE
    apiVersion: apps/v1

    kind: Deployment

    metadata:

    name: today-lottery-service

    spec:

    replicas: 3

    template:

    spec:

    containers:

    - name: today-lottery-service

    resources:

    requests:

    cpu: 200m

    memory: 1024Mi

    limits:

    cpu: 500m

    memory: 1024Mi
    

    View Slide

61. Lottery Resources Tuning
    

    Increase Replica and Decrease CPU/Memory without Autoscaling
    apiVersion: apps/v1

    kind: Deployment

    metadata:

    name: today-lottery-service

    spec:

    replicas: 2

    template:

    spec:

    containers:

    - name: today-lottery-service

    resources:

    requests:

    cpu: 250m

    memory: 1536Mi

    limits:

    cpu: 500m

    memory: 1536Mi
    AS IS TO BE
    apiVersion: apps/v1

    kind: Deployment

    metadata:

    name: today-lottery-service

    spec:

    replicas: 3

    template:

    spec:

    containers:

    - name: today-lottery-service

    resources:

    requests:

    cpu: 200m

    memory: 1024Mi

    limits:

    cpu: 500m

    memory: 1024Mi
    

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62. Thailand Fortune Modules
    Switch to tab:
    ดู
    ดวง
    Merit-date Calendar
    Fortune Stick
    Lucky Color
    fortell
    

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63. Thailand Fortune Modules
    Switch to tab:
    ดู
    ดวง
    Merit-date Calendar
    Fortune Stick
    Lucky Color
    fortell
    

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64. Merit-date Calendar
    

    Show the Lucky/Unlucky Day, Recommended/Avoid Activities
    Activities
    Lucky Calendar
    
    วั
    นธง
    ชั
    ย
    
    วั
    น
    อั
    ปมงคล
    
    วั
    นอ
    ธิ
    บ
    ดี
    
    
    วั
    นโลกา
    วิ
    นาศ
    Description
    Recommended /
    
    Avoid Activities
    Next 5 lucky days
    

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65. Merit-date Calendar
    

    Show the Lucky/Unlucky Day, Recommended/Avoid Activities
    Activities
    Lucky Calendar
    
    วั
    นธง
    ชั
    ย
    
    วั
    น
    อั
    ปมงคล
    
    วั
    นอ
    ธิ
    บ
    ดี
    
    
    วั
    นโลกา
    วิ
    นาศ
    Description
    Recommended /
    
    Avoid Activities
    Next 5 lucky days
    

    View Slide

66. Merit-date Calendar
    

    Show the Lucky/Unlucky Day, Recommended/Avoid Activities
    Activities
    Lucky Calendar
    
    วั
    นธง
    ชั
    ย
    
    วั
    น
    อั
    ปมงคล
    
    วั
    นอ
    ธิ
    บ
    ดี
    
    
    วั
    นโลกา
    วิ
    นาศ
    Description
    Recommended /
    
    Avoid Activities
    Next 5 lucky days
    

    View Slide

67. Fortune Stick
    

    Draw a Fortune Stick from Thai Temples
    

    View Slide

68. Fortune Stick
    

    Draw a Fortune Stick from Thai Temples
    

    View Slide

69. Lucky Color
    

    Show the Lucky Color Everyday in a Week
    

    View Slide

70. • LINE TODAY Micro-service Architecture
    
    
    • Modularized Page Setting: Fast rendering and efficient settings
    
    
    • Thailand Features: Lottery and Resources Tuning
    Summary
    

    View Slide

71. • LINE TODAY Micro-service Architecture
    
    
    • Modularized Page Setting: Fast rendering and efficient settings
    
    
    • Thailand Features: Lottery and Resources Tuning
    Summary
    

    View Slide

72. ขอบ
    คุ
    ณค
    รั
    บ
    
    
    Thank you
    

    View Slide