vault backup: 2023-09-26 15:32:01
This commit is contained in:
parent
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10 changed files with 150 additions and 106 deletions
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.obsidian/app.json
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{}
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{
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"alwaysUpdateLinks": true
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}
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.obsidian/workspace.json
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"state": {
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"state": {
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"type": "markdown",
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"type": "markdown",
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"state": {
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"state": {
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"file": "4a1s/MFES/T - Aula 2.md",
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"file": "4a1s/RAS/T - Aula 1.md",
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"mode": "source",
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"mode": "source",
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"source": false
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"source": false
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}
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}
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@ -85,7 +85,7 @@
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"state": {
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"state": {
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"type": "backlink",
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"type": "backlink",
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"state": {
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"state": {
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"file": "4a1s/MFES/T - Aula 2.md",
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"file": "4a1s/RAS/T - Aula 1.md",
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"collapseAll": false,
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"collapseAll": false,
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"extraContext": false,
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"extraContext": false,
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"sortOrder": "alphabetical",
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"sortOrder": "alphabetical",
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@ -102,7 +102,7 @@
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"state": {
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"state": {
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"type": "outgoing-link",
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"type": "outgoing-link",
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"state": {
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"state": {
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"file": "4a1s/MFES/T - Aula 2.md",
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"file": "4a1s/RAS/T - Aula 1.md",
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"linksCollapsed": false,
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"linksCollapsed": false,
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"unlinkedCollapsed": true
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"unlinkedCollapsed": true
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}
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}
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@ -125,7 +125,7 @@
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"state": {
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"state": {
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"type": "outline",
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"type": "outline",
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"state": {
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"state": {
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"file": "4a1s/MFES/T - Aula 2.md"
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"file": "4a1s/RAS/T - Aula 1.md"
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}
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}
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}
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}
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}
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}
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@ -150,15 +150,22 @@
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},
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},
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"active": "4d5a457a9ab7159d",
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"active": "4d5a457a9ab7159d",
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"lastOpenFiles": [
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"lastOpenFiles": [
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"4a1s/RAS/PL - Aula 1.md",
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"4a1s/MFES/T - Aula 2.md",
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"4a1s/MFES/PL - Aula 2.md",
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"4a1s/MFES/PL - Aula 2.md",
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"4a1s/MFES/PL - Aula 1.md",
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"4a1s/MFES/PL - Aula 1.md",
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"4a1s/MFES/MFES - UC Details.md",
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"4a1s/MFES/MFES - UC Details.md",
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"4a1s/Excalidraw/MFES/Ficha1_ex2.excalidraw.md",
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"4a1s/DAA/T - Aula 2.md",
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"4a1s/DAA/T - Aula 1.md",
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"4a1s/DAA/PL - Aula 1.md",
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"4a1s/CP/T - Aula 2 - 19 Setembro.md",
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"4a1s/CP/PL - Aula 2.md",
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"4a1s/ASCN/T - Aula 2.md",
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"4a1s/ASCN/T - Aula 2.md",
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"4a1s/ASCN/T - Aula 1.md",
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"4a1s/ASCN/T - Aula 1.md",
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"4a1s/ASCN/Images.md",
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"4a1s/ASCN/Images.md",
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"4a1s/index.md",
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"My Digital Garden.md",
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"My Digital Garden.md",
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"4a1s/index.md",
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"4a1s/Excalidraw/MFES/Ficha1_ex2.excalidraw.md",
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"4a1s/Excalidraw/ASCN/client-server.excalidraw.md",
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"4a1s/Excalidraw/ASCN/client-server.excalidraw.md",
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"4a1s/Excalidraw/ASCN/bus.excalidraw.md",
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"4a1s/Excalidraw/ASCN/bus.excalidraw.md",
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"4a1s/Excalidraw/ASCN/proxy.excalidraw.md",
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"4a1s/Excalidraw/ASCN/proxy.excalidraw.md",
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@ -166,13 +173,9 @@
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"4a1s/Excalidraw/ASCN/SOA.excalidraw.md",
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"4a1s/Excalidraw/ASCN/SOA.excalidraw.md",
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"4a1s/Excalidraw/ASCN/server-group.excalidraw.md",
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"4a1s/Excalidraw/ASCN/server-group.excalidraw.md",
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"4a1s/Excalidraw/ASCN/Drawing 2023-09-26 15.05.39.excalidraw.md",
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"4a1s/Excalidraw/ASCN/Drawing 2023-09-26 15.05.39.excalidraw.md",
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"4a1s/MFES/T - Aula 2.md",
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"4a1s/Excalidraw/ASCN/Partitioning.excalidraw.md",
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"4a1s/Excalidraw/ASCN/Partitioning.excalidraw.md",
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"4a1s/Excalidraw/ASCN/multi-tier.excalidraw.md",
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"4a1s/Excalidraw/ASCN/multi-tier.excalidraw.md",
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"4a1s/Excalidraw/ASCN/Monolithic system.excalidraw.md",
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"4a1s/Excalidraw/ASCN/Monolithic system.excalidraw.md",
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"4a1s/Excalidraw/ASCN/master.excalidraw.md",
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"4a1s/CP/T - Aula 2 - 19 Setembro.md",
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"4a1s/CP/PL - Aula 2.md",
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"-.32118",
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"-.32118",
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"4a1s/ASCN/T",
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"4a1s/ASCN/T",
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"4a1s/ASCN/T.32118",
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"4a1s/ASCN/T.32118",
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@ -180,9 +183,6 @@
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"script.sh",
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"script.sh",
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"header",
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"header",
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"script",
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"script",
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"Excalidraw/ASCN/bus.excalidraw.md",
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"4a1s/RAS/T - Aula 2.md",
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"4a1s/RAS/T - Aula 1.md",
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"4a1s/RAS",
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"4a1s/RAS",
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"4a1s/MFES",
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"4a1s/MFES",
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"4a1s/Excalidraw/MFES",
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"4a1s/Excalidraw/MFES",
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@ -1,27 +1,32 @@
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---
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---
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dg-publish: true
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dg-publish: true
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---
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---
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🌫11 Setembro 2023 - #ASCN
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🌫 11 Setembro 2023 - #ASCN
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||||||
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||||||
- ## Complex Structures: Challenges
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## Complex Structures: Challenges
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- ### 1. Deployment
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### 1. Deployment
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- Multiple components with specific requirements
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- Multiple components with specific requirements
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- Heterogeneous hardware, software and services (e.g., cloud computing services
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- Heterogeneous hardware, software and services (e.g., cloud computing services
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- ### 2. Management + Configuration
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### 2. Management + Configuration
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- Specific to each software/hardware component
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- Specific to each software/hardware component
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- Optimal configurations will change over time...
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- Optimal configurations will change over time...
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- ### 3. Monitoring + Benchmarking
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id:: 65120d55-d904-4ef5-bbbb-647bf02e05c9
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### 3. Monitoring + Benchmarking
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- Finding anomalies (performance, failures, ...) in complex applications and infrastructures
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- Finding anomalies (performance, failures, ...) in complex applications and infrastructures
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- ## Agile Development
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**Quick reaction to frequent small changes!**
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## Agile Development
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**Quick reaction to frequent small changes!**
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- Rests on formal (versioned) source, binary and documentation repositories
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- Rests on formal (versioned) source, binary and documentation repositories
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- Unambiguous current state
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- Unambiguous current state
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- Ability to back track
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- Ability to back track
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- Automated build and test
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- Automated build and test
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- Fast feedback
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- Fast feedback
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- Fast iterations
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- Fast iterations
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- ## Operations
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## Operations
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- Manual provisioning and configuration
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- Manual provisioning and configuration
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- Informal communication between qualification and production stages
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- Informal communication between qualification and production stages
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- Consequences:
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- Consequences:
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- Configuration drift
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- Configuration drift
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- “Snowflake” servers (don't even look at it…)
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- “Snowflake” servers (don't even look at it…)
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- Subjective monitoring
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- Subjective monitoring
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- ## Infrastructure as Code
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**Include infrastructure scripts in agile process!**
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## Infrastructure as Code
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**Include infrastructure scripts in agile process!**
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- Hardware provisioning with scripts
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- Hardware provisioning with scripts
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- In contrast to: physically unboxing and plugging
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- In contrast to: physically unboxing and plugging
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- Software provisioning with scripts
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- Software provisioning with scripts
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- In contrast to: clicking through setup wizards
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- In contrast to: clicking through setup wizards
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- Configuration with scripts
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- Configuration with scripts
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- In contrast to: clicking through control panels
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- In contrast to: clicking through control panels
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||||||
- ## DevOps
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**Supports fast, frequent, small changes!**
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## DevOps
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**Supports fast, frequent, small changes!**
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||||||
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- Development and deployment are self-documenting and versioned
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- Development and deployment are self-documenting and versioned
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- Deployment is reproducible and repeatable
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- Deployment is reproducible and repeatable
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- Servers are disposable and consistent
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- Servers are disposable and consistent
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||||||
- ## Roadmap
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## Roadmap
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- Distributed systems architectures & deployment
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- Distributed systems architectures & deployment
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- Common distribution patterns
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- Common distribution patterns
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- Reliability and scalability
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- Reliability and scalability
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- Monitoring and evaluation
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- Monitoring and evaluation
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- Monitoring frameworks and metrics
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- Monitoring frameworks and metrics
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- Benchmarking
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- Benchmarking
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- ## Evaluation
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## Evaluation
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- **50%** - project
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- **50%** - project
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- min: 10 values
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- min: 10 values
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- checkpoint 1: 17/11/2023
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- checkpoint 1: 17/11/2023
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- **50%** - written exam
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- **50%** - written exam
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- min: 8 values
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- min: 8 values
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- 12/12/2023
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- 12/12/2023
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- ## Team
|
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||||||
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||||||
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## Team
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||||||
- João Paulo - jtpaulo@di.uminho.pt
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- João Paulo - jtpaulo@di.uminho.pt
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||||||
- Francisco Maia - fmaia@di.uminho.pt
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- Francisco Maia - fmaia@di.uminho.pt
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||||||
- Tânia Esteves - d12729@di.uminho.pt
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- Tânia Esteves - d12729@di.uminho.pt
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- Cláudia Brito – d13235@di.uminho.pt
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- Cláudia Brito – d13235@di.uminho.pt
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[[ASCN/T - Aula 2|Next class: T - Aula 2]]
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[[ASCN/T - Aula 2|Next class: T - Aula 2]]
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---
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---
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🌫 18 Setembro 2023 - #ASCN
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🌫 18 Setembro 2023 - #ASCN
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- ## Why distributed systems?
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## Why distributed systems?
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- Modularity, decoupling different concerns.
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- Modularity, decoupling different concerns.
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- Performance.
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- Performance.
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- Dependability
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- Dependability
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- ## How to distribute?
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- ### 1. Monolythic system
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## How to distribute?
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||||||
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### 1. Monolythic system
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- Architecture: [[Monolithic system.excalidraw]]
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- Architecture: [[Monolithic system.excalidraw]]
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- Multiple services for multiple targets in the same server
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- Multiple services for multiple targets in the same server
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- ## 2. Distributed systems
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## 2. Distributed systems
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id:: 65120d55-6bed-47db-bd53-cc4f627c33dc
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- Main distribution concerns:
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- Main distribution concerns:
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1. Replication
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1. Replication
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2. Partitioning
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2. Partitioning
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3. Service-orientation
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3. Service-orientation
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- All of these address scaling out a service/application.
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- All of these address scaling out a service/application.
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- Not mutually exclusive, can be combined.
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- Not mutually exclusive, can be combined.
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- ### 2.1 Replication
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### 2.1 Replication
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- Architecture: [[Replication.excalidraw]]
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- Architecture: [[Replication.excalidraw]]
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- Multiple copies of the same data and functionality
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- Multiple copies of the same data and functionality
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||||||
- Addresses resilience and scale-out
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- Addresses resilience and scale-out
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- ### 2.2 Partitioning
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### 2.2 Partitioning
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- Architecture: [[Partitioning.excalidraw]]
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- Architecture: [[Partitioning.excalidraw]]
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- A server is split horizontally (Sharding).
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- A server is split horizontally (Sharding).
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||||||
- Addresses scale-out.
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- Addresses scale-out.
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||||||
- Can be applied to computation, data, ...
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- Can be applied to computation, data, ...
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||||||
- ### 2.3 SOA - Service-Oriented Architecture
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### 2.3 SOA - Service-Oriented Architecture
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- Architecture: [[SOA.excalidraw]]
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- Architecture: [[SOA.excalidraw]]
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||||||
- Addresses scale-out and modularity.
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- Addresses scale-out and modularity.
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- Example: micro-services.
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- Example: micro-services.
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- #### 2.3.1 Microservices
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#### 2.3.1 Microservices
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- Each service implements specific functionality.
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- Each service implements specific functionality.
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||||||
- Services can scale independently.
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- Services can scale independently.
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||||||
- Decomposition may be troublesome: how micro is micro?
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- Decomposition may be troublesome: how micro is micro?
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||||||
- Consistency.
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- Consistency.
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||||||
- Complex deployment and testing
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- Complex deployment and testing
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||||||
- ## Distributed architectures
|
|
||||||
- ### 1. Client-server
|
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||||||
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## Distributed architectures
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||||||
|
### 1. Client-server
|
||||||
- Architecture: [[client-server.excalidraw]]
|
- Architecture: [[client-server.excalidraw]]
|
||||||
- Functionality and data are in the server.
|
- Functionality and data are in the server.
|
||||||
- A stub runs embedded in the client.
|
- A stub runs embedded in the client.
|
||||||
- The stub is part of the server software package
|
- The stub is part of the server software package
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||||||
- E.g., the Web (“protocol” is HTTP)
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- E.g., the Web (“protocol” is HTTP)
|
||||||
- ### 2. Proxy Server
|
|
||||||
|
### 2. Proxy Server
|
||||||
- Architecture: [[proxy.excalidraw]]
|
- Architecture: [[proxy.excalidraw]]
|
||||||
- Multiple servers can be used transparently.
|
- Multiple servers can be used transparently.
|
||||||
- The proxy is a performance and availability bottleneck.
|
- The proxy is a performance and availability bottleneck.
|
||||||
- E.g. MongoDB
|
- E.g. MongoDB
|
||||||
- ### 3. Master Server
|
|
||||||
|
### 3. Master Server
|
||||||
- Architecture: [[master.excalidraw]]
|
- Architecture: [[master.excalidraw]]
|
||||||
- Scale out!
|
- Scale out!
|
||||||
- E.g. HDFS
|
- E.g. HDFS
|
||||||
- ### 4. Server Group
|
|
||||||
|
### 4. Server Group
|
||||||
- Architecture: [[server-group.excalidraw]]
|
- Architecture: [[server-group.excalidraw]]
|
||||||
- All servers can process requests.
|
- All servers can process requests.
|
||||||
- Coordination may be necessary.
|
- Coordination may be necessary.
|
||||||
- Resiliency!
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- Resiliency!
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||||||
- E.g. ZooKeeper
|
- E.g. ZooKeeper
|
||||||
- ### 5. Bus
|
|
||||||
|
### 5. Bus
|
||||||
- Architecture: [[bus.excalidraw]]
|
- Architecture: [[bus.excalidraw]]
|
||||||
- The bus routes messages.
|
- The bus routes messages.
|
||||||
- Participants publish and consume messages to/from the bus.
|
- Participants publish and consume messages to/from the bus.
|
||||||
- Decouples producers from consumers.
|
- Decouples producers from consumers.
|
||||||
- **Flexibility!**
|
- **Flexibility!**
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||||||
- E.g. Kafka
|
- E.g. Kafka
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||||||
- ### 6. Multi-tier
|
|
||||||
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### 6. Multi-tier
|
||||||
- Architecture: [[multi-tier.excalidraw]]
|
- Architecture: [[multi-tier.excalidraw]]
|
||||||
- Each server acts as a client of the next tier.
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- Each server acts as a client of the next tier.
|
||||||
- Allows independent deployment and scaling of different functionality.
|
- Allows independent deployment and scaling of different functionality.
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||||||
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- “protocol A” == Web (e.g.)
|
- “protocol A” == Web (e.g.)
|
||||||
- “Stub B” == Database Driver!
|
- “Stub B” == Database Driver!
|
||||||
- “protocol B” uses SQL
|
- “protocol B” uses SQL
|
||||||
- #### 6.1 State in multi-tier
|
#### 6.1 State in multi-tier
|
||||||
- Persistent state is harder to replicate and shard.
|
- Persistent state is harder to replicate and shard.
|
||||||
- Computation is easier to replicate and shard.
|
- Computation is easier to replicate and shard.
|
||||||
- No state in upper tiers:
|
- No state in upper tiers:
|
||||||
|
|
|
@ -1,55 +1,64 @@
|
||||||
21 Setembro 2023 - #DAA
|
21 Setembro 2023 - #DAA
|
||||||
|
|
||||||
- ## Types of Data
|
## Types of Data
|
||||||
|
|
||||||
-Numerical
|
-Numerical
|
||||||
- Discrete Data ({1,2,3,...})
|
- Discrete Data ({1,2,3,...})
|
||||||
- Continuous Data (\[1, +$\infty$])
|
- Continuous Data (\[1, +$\infty$])
|
||||||
- *Categorical* (binary, languages, ...)
|
- *Categorical* (binary, languages, ...)
|
||||||
- **Ordinal** (ratings of 1 to 5)
|
- **Ordinal** (ratings of 1 to 5)
|
||||||
|
|
||||||
|
*not-scaled
|
||||||
|
**scaled
|
||||||
|
|
||||||
|
|
||||||
|
>[!example]- Qual o tipo de dado que representa a quantidade de gasóleo?
|
||||||
|
>Numérico: continuous data
|
||||||
|
|
||||||
|
>[!example]- Qual o tipo de dado que representa a nacionalidade?
|
||||||
|
>Categórico
|
||||||
|
|
||||||
|
>[!example]- Qual o tipo de dado que representa a idade?
|
||||||
|
>Numérico: discreto
|
||||||
|
|
||||||
|
|
||||||
|
## Mean, Median & Mode
|
||||||
|
|
||||||
|
>[!hint]+
|
||||||
|
>A **mean** in math is the average of a data set, found by adding all numbers together and then dividing the sum of the numbers by the number of numbers.
|
||||||
|
|
||||||
|
## Standard Deviation & Variance
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
## Probability Density functions
|
||||||
|
|
||||||
|
|
||||||
|
## Percentiles
|
||||||
|
|
||||||
*not-scaled
|
There are 3 important percentiles:
|
||||||
**scaled
|
|
||||||
|
|
||||||
|
|
||||||
>[!example]- Qual o tipo de dado que representa a quantidade de gasóleo?
|
|
||||||
>Numérico: continuous data
|
|
||||||
|
|
||||||
>[!example]- Qual o tipo de dado que representa a nacionalidade?
|
|
||||||
>Categórico
|
|
||||||
|
|
||||||
>[!example]- Qual o tipo de dado que representa a idade?
|
|
||||||
>Numérico: discreto
|
|
||||||
- ## Mean, Median & Mode
|
|
||||||
- #+BEGIN_TIP
|
|
||||||
A mean in math is the average of a data set, found by adding all numbers together and then dividing the sum of the numbers by the number of numbers
|
|
||||||
#+END_TIP
|
|
||||||
- >[!hint]+
|
|
||||||
>A **mean** in math is the average of a data set, found by adding all numbers together and then dividing the sum of the numbers by the number of numbers.
|
|
||||||
- ## Standard Deviation & Variance
|
|
||||||
- ## Probability Density functions
|
|
||||||
- ## Percentiles
|
|
||||||
|
|
||||||
There are 3 important percentiles:
|
|
||||||
- 50% - median
|
- 50% - median
|
||||||
- 25% - 1st percentile
|
- 25% - 1st percentile
|
||||||
- 75% - 3rd percentile
|
- 75% - 3rd percentile
|
||||||
|
|
||||||
>[!note]+
|
>[!note]+
|
||||||
>These 3 percentiles allow the creation of box plot graphs. These specific graphs allow the discovery and presentation of outliers.
|
>These 3 percentiles allow the creation of box plot graphs. These specific graphs allow the discovery and presentation of outliers.
|
||||||
- ## Covariance & Correlation
|
|
||||||
|
## Covariance & Correlation
|
||||||
>[!hint]+
|
|
||||||
>**Covariance** measures the direction of a relationship between two variables, while **correlation** measures the strength of that relationship.
|
>[!hint]+
|
||||||
|
>**Covariance** measures the direction of a relationship between two variables, while **correlation** measures the strength of that relationship.
|
||||||
Covariance is hard to interpret, thus correlation is used instead.
|
|
||||||
In a dataset, correlations >0.5 are considerable.
|
Covariance is hard to interpret, thus correlation is used instead.
|
||||||
|
In a dataset, correlations >0.5 are considerable.
|
||||||
>[!caution] Correlation does not mean causation!
|
|
||||||
- ## Practical session of the class: miniconda
|
>[!caution] Correlation does not mean causation!
|
||||||
IDEs: PyCharm, VS Code, (Jupyter - not recommended)
|
|
||||||
|
|
||||||
Depois de instalar o miniconda, correr os seguintes comandos:
|
## Practical session of the class: miniconda
|
||||||
|
IDEs: PyCharm, VS Code, (Jupyter - not recommended)
|
||||||
|
|
||||||
|
Depois de instalar o miniconda, correr os seguintes comandos:
|
||||||
- conda create --name daaEnv python=3.10
|
- conda create --name daaEnv python=3.10
|
||||||
- conda activate daaEnv
|
- conda activate daaEnv
|
||||||
- python --version
|
- python --version
|
||||||
|
@ -61,7 +70,8 @@
|
||||||
- conda install scikit-learn
|
- conda install scikit-learn
|
||||||
- conda install jupyterlab
|
- conda install jupyterlab
|
||||||
- conda list
|
- conda list
|
||||||
- ## Resource links
|
|
||||||
|
## Resource links
|
||||||
- https://en.wikipedia.org/wiki/Average
|
- https://en.wikipedia.org/wiki/Average
|
||||||
- https://en.wikipedia.org/wiki/Median
|
- https://en.wikipedia.org/wiki/Median
|
||||||
- https://en.wikipedia.org/wiki/Mode_(statistics)
|
- https://en.wikipedia.org/wiki/Mode_(statistics)
|
||||||
|
@ -70,4 +80,4 @@
|
||||||
- https://en.wikipedia.org/wiki/Probability_density_function
|
- https://en.wikipedia.org/wiki/Probability_density_function
|
||||||
- https://en.wikipedia.org/wiki/Percentile
|
- https://en.wikipedia.org/wiki/Percentile
|
||||||
- https://en.wikipedia.org/wiki/Covariance
|
- https://en.wikipedia.org/wiki/Covariance
|
||||||
- https://en.wikipedia.org/wiki/Correlation
|
- https://en.wikipedia.org/wiki/Correlation
|
|
@ -1,7 +1,7 @@
|
||||||
---
|
---
|
||||||
dg-publish: true
|
dg-publish: true
|
||||||
---
|
---
|
||||||
🌫 18 Setembro 2023 - #MFES
|
🌫 18 Setembro 2023 - #MFES
|
||||||
|
|
||||||
## Ficha 1
|
## Ficha 1
|
||||||
|
|
||||||
|
@ -90,5 +90,9 @@ dg-publish: true
|
||||||
>
|
>
|
||||||
> Escreve um conjunto de fórumlas proposicionais adequado à modelação destas regras.
|
> Escreve um conjunto de fórumlas proposicionais adequado à modelação destas regras.
|
||||||
>
|
>
|
||||||
> >[!tip]- Resolução
|
> >[!tip]- Resolução (por passos)
|
||||||
> > [[Ficha1_ex2.excalidraw]]
|
> >**Cada pessoa ocupa só um único gabinete.**
|
||||||
|
> > 1. para cada pessoa p = 1..4
|
||||||
|
> > 2. pelo menos um gabinete: $x_{p1} \lor x_{p2} \lor x_{p3}$
|
||||||
|
> > 3. no máximo 1 gabinete: $x_{p1} \implies \neg x_{p2} \land x_{p3} \equiv x_{p1} \implies \neg (x_{p2} \lor x_{p3} ) \equiv x_{p2} \implies \neg x_{p3}$
|
||||||
|
> > 4.
|
|
@ -123,4 +123,4 @@ A formula $F$ is:
|
||||||
## 2.1 DPLL Framework
|
## 2.1 DPLL Framework
|
||||||
The idea is to **incrementally construct an assignment compatible with a CNF**, propagating the implications of the decisions made that are easy to detect and simplifying the clauses.
|
The idea is to **incrementally construct an assignment compatible with a CNF**, propagating the implications of the decisions made that are easy to detect and simplifying the clauses.
|
||||||
|
|
||||||
A CNF is satisfied by an assignment if all its clauses are satisfied. And a clause is satisfied if at least one of its literals is satisfied.
|
A CNF is satisfied by an assignment if all its clauses are satisfied. And a clause is satisfied if at least one of its literals is satisfied.
|
|
@ -97,5 +97,4 @@
|
||||||
>>
|
>>
|
||||||
>>In terms of verifiability:
|
>>In terms of verifiability:
|
||||||
>>What is a trained person? That is debatable. Is it a person with 1h of experience, 3h, 5h? This needs to be defined. Also, what is easy? Is it defined by the number of errors this person commits (commit less than 3 errors in this determined feature - this is considered "easy")? Use correctly 80% of the software and it's "easy" and intuitive for the tester? This also needs defining.
|
>>What is a trained person? That is debatable. Is it a person with 1h of experience, 3h, 5h? This needs to be defined. Also, what is easy? Is it defined by the number of errors this person commits (commit less than 3 errors in this determined feature - this is considered "easy")? Use correctly 80% of the software and it's "easy" and intuitive for the tester? This also needs defining.
|
||||||
>
|
>
|
||||||
|
|
|
@ -6,7 +6,7 @@ Basicamente, isto é uma sopa de letras com alguma lógica por detrás (mas não
|
||||||
## Conteúdo
|
## Conteúdo
|
||||||
### Ano 1 (Mestrado)
|
### Ano 1 (Mestrado)
|
||||||
1. [[MFES - UC Details| (MFES) Métodos Formais de Engenharia de Software]]
|
1. [[MFES - UC Details| (MFES) Métodos Formais de Engenharia de Software]]
|
||||||
2. [[ASCN/T - Aula 1|(ASCN) Aplicações e Serviços de Computação em Nuvem]]
|
2. [[4a1s/ASCN/T - Aula 1|(ASCN) Aplicações e Serviços de Computação em Nuvem]]
|
||||||
3. [[RAS/T - Aula 2|(RAS) Requisitos e Arquiteturas de Software]]
|
3. [[RAS/T - Aula 2|(RAS) Requisitos e Arquiteturas de Software]]
|
||||||
4. (CP) Computação Paralela
|
4. (CP) Computação Paralela
|
||||||
5. [[DAA/T - Aula 1|(DAA) Dados e Aprendizagem Automática]]
|
5. [[DAA/T - Aula 1|(DAA) Dados e Aprendizagem Automática]]
|
||||||
|
|
|
@ -3,6 +3,8 @@ dg-publish: true
|
||||||
dg-home: true
|
dg-home: true
|
||||||
---
|
---
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
This is just my digital garden :)
|
This is just my digital garden :)
|
||||||
|
|
||||||
- Uni notes
|
- Uni notes
|
||||||
|
|
Loading…
Add table
Add a link
Reference in a new issue