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๐Ÿž๐Ÿฅ๐Ÿฅ– ๋ผ์ผ๋ฆฌ์˜ ์ฝ”๋“œ ๋ถ€์Šค๋Ÿฌ๊ธฐ ๐Ÿž๐Ÿฅ๐Ÿฅ–

Graph Database ๋ฆฌ์„œ์น˜ - Follow, Tag ๊ธฐ๋Šฅ์„ ๊ณ ๋„ํ™” ํ•ด๋ณด์ž! (1)

๊ฐœ์š” ํ˜„์žฌ ํšŒ์‚ฌ์—์„œ๋Š” SNS ์„œ๋น„์Šค๋ฅผ ๊ฐœ๋ฐœํ•˜๊ณ  ์žˆ๋‹ค. ์ธ์Šคํƒ€๊ทธ๋žจ ์ฒ˜๋Ÿผ ํŠน์ • ์‚ฌ์šฉ์ž๋ฅผ ํŒ”๋กœ์šฐ ํ•  ์ˆ˜ ์žˆ๋Š” ๊ธฐ๋Šฅ์ด ์žˆ๋Š”๋ฐ ๊ด€๊ณ„ํ˜• ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค์ธ postgresql ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค๋กœ ์œ ์ € ๊ฐ„ ํŒ”๋กœ์šฐ ๊ด€๊ณ„๋ฅผ ๊ด€๋ฆฌํ•˜๊ณ  ์žˆ๋‹ค. ์œ ์ €์—๊ฒŒ ์•Œ ์ˆ˜๋„ ์žˆ๋Š” ์นœ๊ตฌ๋ฅผ ์ถ”์ฒœํ•˜๊ธฐ ์œ„ํ•œ ๊ธฐ๋Šฅ์ด ๊ตฌํ˜„ํ•˜๊ฒŒ ๋˜์—ˆ๋Š”๋ฐ ํŒ”๋กœ์šฐ ๊ด€๊ณ„๋ฅผ ๋‚˜ํƒ€๋‚ด๋Š” ํ…Œ์ด๋ธ”์ด ํ•˜๋‚˜๋กœ ๊ตฌ์„ฑ๋˜์–ด ์žˆ๋‹ค ๋ณด๋‹ˆ ์œ ์ €์˜ ํŒ”๋กœ์›Œ, ํŒ”๋กœ์ž‰ ์กฐํšŒ๋ฅผ ์œ„ํ•ด with ์ ˆ, union ๋“ฑ๊ณผ ๊ฐ™์€ ๋ฌธ๋ฒ•์„ ์‚ฌ์šฉํ–ˆ๊ณ  ๋‚˜์˜ ํŒ”๋กœ์šฐ์˜ ํŒ”๋กœ์šฐ ์ค‘ ๋‚˜์™€ ํŒ”๋กœ์šฐ ๊ด€๊ณ„๊ฐ€ ์—†๋Š” ์นœ๊ตฌ๋งŒ ๋ถˆ๋Ÿฌ์˜ค๊ธฐ ์œ„ํ•ด ๋ณต์žกํ•˜๊ฒŒ ์„œ๋ธŒ ์ฟผ๋ฆฌ๋กœ ์ž‘์„ฑํ•˜๊ฒŒ ๋˜์—ˆ๋‹ค.

28. AWS Virtual Private Cloud(VPC)

CIDR - IPv4 Classless Inter-Domain Routing : IP ์ฃผ์†Œ ํ• ๋‹น ๋ฐฉ๋ฒ• Security Groups : ๊ทœ์น™ ๋ฐ AWS ๋„คํŠธ์›Œํ‚น์— ์ผ๋ฐ˜์ ์œผ๋กœ ์‚ฌ์šฉ Base IP : ๋ฒ”์œ„์— ํฌํ•จ๋œ IP๋ฅผ ๋‚˜ํƒ€๋ƒ„ (e.g., 10.0.0.0, 192.168.0.0 …) Subnet Mask IP์—์„œ ๋ณ€๊ฒฝํ•  ์ˆ˜ ์žˆ๋Š” ๋น„ํŠธ ์ˆ˜๋ฅผ ์ •์˜ (e.g., /0, /24, /32) /8 : 255.0.0.0 /16 : 255.255.0.0 /24 : 255.255.255.0 /32 : 255.255.255.255 Subnet Mask Subnet Mask ์‚ฌ์šฉํ•˜๋ฉด ๊ธฐ๋ณธ์ ์œผ๋กœ ๊ธฐ๋ณธIP์—์„œ ๋‹ค์Œ ๊ฐ’์„ ์ถ”๊ฐ€๋กœ ๊ฐ€์ ธ์˜ฌ ์ˆ˜ ์žˆ๋‹ค. IPLocationTools IP/Subnet Mask 192.

27. AWS Security & Encryption

์ „์†ก์ค‘ ์•”ํ˜ธํ™” (SSL) ๋ฐ์ดํ„ฐ๋ฅผ ์ „์†กํ•˜๊ธฐ ์ „์— ์•”ํ˜ธํ™”. ์ˆ˜์‹  ํ›„ ๋ณตํ˜ธํ™” SSL ์ธ์ฆ์„œ๋กœ ์•”ํ˜ธํ™” (HTTPS) ์ „์†ก ์ค‘ ์•”ํ˜ธํ™”๋Š” MITM(man in the middle attack)์ด ๋ฐœ์ƒํ•˜์ง€ ์•Š๋„๋ก ๋ณด์žฅ Server side encryption at rest ๋ฐ์ดํ„ฐ๊ฐ€ ์„œ๋ฒ„์— ์ˆ˜์‹  ๋œ ํ›„ ์•”ํ˜ธํ™” ๋ฐ์ดํ„ฐ๊ฐ€ ์„œ๋ฒ„์— ์ „์†ก ์ „ ๋ณตํ˜ธํ™” ๋ฐ์ดํ„ฐ ํ‚ค๋ผ๊ณ  ๋ถˆ๋ฆฌ์šฐ๋Š” ํ‚ค ๋•๋ถ„์— ๋ฐ์ดํ„ฐ๋Š” ์•”ํ˜ธํ™” ๋œ ํ˜•ํƒœ๋กœ ์ €์žฅ ์•”ํ˜ธํ™” ๋ฐ ๋ณตํ˜ธํ™” ํ‚ค๋Š” ์–ด๋”˜๊ฐ€์— ๊ด€๋ฆฌ๋˜์–ด์•ผ ํ•˜๋ฉฐ ์„œ๋ฒ„๋Š” ์ด์— ๋Œ€ํ•œ ์•ก์„ธ์Šค ๊ถŒํ•œ์ด ์žˆ์–ด์•ผ ํ•œ๋‹ค. Client side encryption ๋ฐ์ดํ„ฐ๊ฐ€ ํด๋ผ์ด์–ธํŠธ์— ์˜ํ•ด ์•”ํ˜ธํ™”๋˜๊ณ  ์„œ๋ฒ„๋Š” ๋ณตํ˜ธํ™”ํ•  ์ˆ˜ ์—†์Œ ๋ฐ์ดํ„ฐ๋Š” ์ˆ˜์‹  ํด๋ผ์ด์–ธํŠธ์— ์˜ํ•ด ๋ณตํ˜ธํ™” ์„œ๋ฒ„๋Š” ๋ฐ์ดํ„ฐ์˜ ์•”ํ˜ธ๋ฅผ ๋ณตํ˜ธํ™” ํ•  ์ˆ˜ ์—†์Œ Envelop Encryption ์•”ํ˜ธํ™”๋ฅผ ํ™œ์šฉ AWS KMS (Key Management Service) KMS ํ‚ค๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๋ฐ์ดํ„ฐ์— ์•ก์„ธ์Šคํ•  ์ˆ˜ ์žˆ๋Š” ์‚ฌ๋žŒ๊ณผ ๋Œ€์ƒ์„ ์‰ฝ๊ฒŒ ์ œ์–ด

18. AWS Integration & Messaging

Application communication Application communication ๋‘ ๊ฐ€์ง€ ํŒจํ„ด Synchronous communications (application to application) Synchronous๋Š” ์š”์ฒญ๋Ÿ‰์ด ๊ธ‰์ฆํ•˜๋ฉด ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜๊ฐ„ ์—ฌ๋Ÿฌ ๋ฌธ์ œ๋ฅผ ์œ ๋ฐœ์‹œํ‚ฌ ์ˆ˜ ์žˆ๋‹ค. Asynchronous / Event based (application to queue to application) ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ์˜์กด๊ด€๊ณ„decouple๋ฅผ ๋‚ฎ์ถ”๋Š” ์‚ฌ๋ก€ ์•„๋ž˜ ์„œ๋น„์Šค๋“ค์„ ์‚ฌ์šฉํ•˜์—ฌ ์ฆ‰๊ฐ์ ์œผ๋กœ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์„ ํ™•์žฅ๊ฐ€๋Šฅ ํ•˜๋‹ค. SQS ์‚ฌ์šฉ : Queue ๋ชจ๋ธ SNS ์‚ฌ์šฉ : pub/sub ๋ชจ๋ธ Kinesis : ์‹ค์‹œ๊ฐ„ ์ŠคํŠธ๋ฆฌ๋ฐ ๋ชจ๋ธ Amazon SQS Amazon SQS - Standard Queue AWS์—์„œ ๊ฐ€์žฅ ์˜ค๋ž˜๋œ ์„œ๋น„์Šค. ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์„ decouplingํ•˜๊ธฐ ์œ„ํ•ด ์„œ๋น„์Šค๋ฅผ ๊ด€๋ฆฌ ์ค‘๋ณต ๋ฉ”์„ธ์ง€๋ฅผ ๊ฐ–์„ ์ˆ˜ ์žˆ๋‹ค.

14. S3 Storage and Data Management

Amazon S3 Amazon S3์€ AWS์˜ ์ฃผ์š”ํ•œ ์„œ๋น„์Šค ์ค‘ ํ•˜๋‚˜์ด๋‹ค. ๋ฌดํ•œ ํ™•์žฅinfinitely scaling ๊ฐ€๋Šฅํ•œ storage ๋งŽ์€ ์›น์‚ฌ์ดํŠธ์—์„œ Amazon S3์„ backbone์œผ๋กœ ์‚ฌ์šฉํ•œ๋‹ค. AWS์˜ ๋‹ค์ˆ˜์˜ ์„œ๋น„์Šค์—์„œ๋„ Amazon S3 ํ†ตํ•ฉํ•˜์—ฌ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋‹ค. Amazon S3 Overview Buckets Amazon S3์—์„œ๋Š” object(files) ์„ buckets(directories) ์— ์ €์žฅํ•  ์ˆ˜ ์žˆ๋‹ค. ๋ฒ„์ผ“์€ ๋ฐ˜๋“œ์‹œ ์ „์—ญ์ ์œผ๋กœ ์œ ์ผglobally unique name ํ•ด์•ผ ํ•œ๋‹ค. ๋ฒ„์ผ“์€ region level ์ •์˜๋œ๋‹ค. (S3๋Š” ์ „์—ญ์„œ๋น„์Šค์ง€๋งŒ ๋ฒ„์ผ“์€ ๋ฆฌ์ „๋ฆฌ์†Œ์Šค) Naming convention ๋Œ€๋ฌธ์ž ๋ถˆ๊ฐ€ _ ๋ถˆ๊ฐ€ ๊ธธ์ด๋Š” 3~63 ์ž๋ฆฌ IP ์ฃผ์†Œ๊ฐ€ ์•„๋‹ ๊ฒƒ ๋ฐ˜๋“œ์‹œ ์†Œ๋ฌธ์ž๋กœ ๋˜๋Š” ์ˆซ์ž๋กœ ์‹œ์ž‘ Objects Object๋Š” ํŒŒ์ผ์ด๋ฉฐ ํ‚ค๋ฅผ ๊ฐ€์ง key๋Š” ์ „์ฒด๊ฒฝ๋กœfull path๋ฅผ ๋‚˜ํƒ€๋‚ธ๋‹ค s3://my-bucket/my_file.

9. Amazon RDS, Aurora & ElastiCache

AWS RDS RDS๋Š” ๊ด€๊ณ„ํ˜• ๋ฐ์ดํ„ฐ ๋ฒ ์ด์Šค ์„œ๋น„์Šค Relational Database Service ๋ฅผ ๋‚˜ํƒ€๋‚ด๋ฉฐ SQL ์ฟผ๋ฆฌ ์–ธ์–ด๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค๋ฅผ ์œ„ํ•œ ์„œ๋น„์Šค์ด๋‹ค. RDS์—์„œ ์ œ๊ณตํ•˜๋Š” ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค Postgres MySQL MariaDB Oracle Microsoft SQL Server Aurora - AWS Proprietary database AWS RDS ์‚ฌ์šฉ์‹œ ์ด์  RDS๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์€ ์„œ๋น„์Šค๋ฅผ ๊ด€๋ฆฌํ•œ๋‹ค. ํ”„๋กœ๋น„์ €๋‹ ๋ฐ OS ํŒจ์น˜ ์ž๋™ํ™” ์ง€์†์  ๋ฐฑ์—…๊ณผ ํŠน์ • timestamp ๊ธฐ์ค€ ๋ณต๊ตฌ (Point Time Restore) ๋Œ€์‹œ๋ณด๋“œ ๋ชจ๋‹ˆํ„ฐ๋ง ์ฝ๊ธฐ ์„ฑ๋Šฅ ํ–ฅ์ƒ์„ ์œ„ํ•œ ์ฝ๊ธฐ ์ „์šฉ ๋ณต์ œ๋ณธ ์žฌํ•ด๋ณต๊ตฌ DZ(Disaster Recovery)๋ฅผ ์œ„ํ•œ Multi AZ ์…‹์—… ๊ฐ€๋Šฅ ์—…๊ทธ๋ ˆ์ด๋“œ๋ฅผ ์œ„ํ•œ ์œ ์ง€๋ณด์ˆ˜ ํ™•์žฅ์„ฑ (vertical and horizontal) EBS ์Šคํ† ๋ฆฌ์ง€ ๋ฐฑ์—… (gp2 or io1) ๊ทธ๋Ÿฌ๋‚˜ ์ธ์Šคํ„ด์Šค์— SSH๋ฅผ ๋”ฐ๋กœ ๊ฐ€์งˆ ์ˆ˜๋Š” ์—†๋‹ค.