์ด ํŽ˜์ด์ง€์˜ ์ฝ˜ํ…์ธ ๋Š” ์„ ํƒํ•˜์‹  ์–ธ์–ด๋กœ ์ œ๊ณต๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. Elastic์€ ๋‹ค์–‘ํ•œ ์–ธ์–ด๋กœ ์ฝ˜ํ…์ธ ๋ฅผ ์ œ๊ณตํ•˜๊ธฐ ์œ„ํ•ด ์ตœ์„ ์„ ๋‹คํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.์กฐ๊ธˆ๋งŒ ๋” ๊ธฐ๋‹ค๋ ค์ฃผ์„ธ์š”!

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Articles by Kiju Kim

Senior Support Engineer, Elastic

Senior Support Engineer

Kiju Kim is a support engineer at Elastic where he helps people better utilize Elastic Stack to get their work done. Previously he worked for Sun/Oracle to help people adopt Java by optimizing and customizing Java VM. Also he has translated several books on Linux and embedded systems.

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์ƒˆ๋กœ ๋‚˜์˜จ ์ด ์˜ํ™” ์žฌ๋ฏธ์žˆ์„๊นŒ? Elasticsearch์˜ supervised learning์œผ๋กœ ์˜ˆ์ธกํ•ด๋ณด์ž!

Elasticsearch 7.6์˜ Machine Learning์— classification ๊ธฐ๋Šฅ์ด ์ถ”๊ฐ€๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ž์‹ ์ด ์ข‹์•„ํ•˜๊ณ  ์‹ซ์–ดํ–ˆ๋˜ ์˜ํ™”์˜ ํŠน์ง•์„ ๋ฏธ๋ฆฌ ํ•™์Šตํ•œ ๋’ค ์ƒˆ๋กœ ๋‚˜์˜จ ์˜ํ™”์˜ ํŠน์ง•์„ ์ž…๋ ฅํ•ด์„œ ์ž์‹ ์ด ์ข‹์•„ํ• ์ง€ ์‹ซ์–ดํ• ์ง€๋ฅผ ์˜ˆ์ธกํ•ด ๋ณด๊ฒ ์Šต๋‹ˆ๋‹ค.

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๊ณต์‹ ํ•œ๊ตญ์–ด ๋ถ„์„ ํ”Œ๋Ÿฌ๊ทธ์ธ โ€œ๋…ธ๋ฆฌโ€

6.4์— ์ถ”๊ฐ€๋œ Elasticsearch ๊ณต์‹ ํ•œ๊ตญ์–ด ๋ถ„์„ ํ”Œ๋Ÿฌ๊ทธ์ธ โ€œ๋…ธ๋ฆฌโ€์— ๋Œ€ํ•œ ๋ชจ๋“  ๊ฒƒ

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์—˜๋ผ์Šคํ‹ฑ์„œ์น˜ 6.2๋ฅผ ์ด์šฉํ•œ ํ•œ๊ตญ์–ด, ์ค‘๊ตญ์–ด, ์ผ๋ณธ์–ด ๊ฒ€์ƒ‰ - 3๋ถ€: Language Detector

We can use multi-fields to index and search documents written in multiple languages. Now weโ€™ll try to optimize using a language detector.

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์—˜๋ผ์Šคํ‹ฑ์„œ์น˜ 6.2๋ฅผ ์ด์šฉํ•œ ํ•œ๊ตญ์–ด, ์ค‘๊ตญ์–ด, ์ผ๋ณธ์–ด ๊ฒ€์ƒ‰ - 2๋ถ€: Multi-fields

This document introduces custom plugins (language analyzers) for Korean, Japanese, and Chinese and suggests an approach to use multi-fields to index and search

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์—˜๋ผ์Šคํ‹ฑ์„œ์น˜ 6.2๋ฅผ ์ด์šฉํ•œ ํ•œ๊ตญ์–ด, ์ค‘๊ตญ์–ด, ์ผ๋ณธ์–ด ๊ฒ€์ƒ‰ - 1๋ถ€: ํ˜•ํƒœ์†Œ ๋ถ„์„๊ธฐ

์—˜๋ผ์Šคํ‹ฑ์„œ์น˜ 5.4.0์—์„œ ํ˜•ํƒœ์†Œ ๋ถ„์„๊ธฐ๋ฅผ ์ด์šฉํ•˜์—ฌ ํ•œ๊ตญ์–ด, ์ค‘๊ตญ์–ด, ์ผ๋ณธ์–ด ๊ฒ€์ƒ‰ํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์•Œ์•„๋ด…๋‹ˆ๋‹ค.

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Elasticsearch Machine Learning์„ ์ด์šฉํ•œ ๋‹ค๊ตญ์–ด ๋กœ๊ทธ ๋ถ„๋ฅ˜

Starting with version 6.2 you can categorize log messages using Elastic machine learning whichever language they're in.

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์–ด๋–ค ํ•œ๊ตญ์–ด ๋ถ„์„๊ธฐ๋ฅผ ์‚ฌ์šฉํ• ๊นŒ?

Elasticsearch ์—์„œ ์‚ฌ์šฉ์ด ๊ฐ€๋Šฅํ•œ ํ•œ๊ธ€ ํ˜•ํƒœ์†Œ ๋ถ„์„๊ธฐ๋“ค์— ๋Œ€ํ•ด ์•Œ์•„๋ณด๊ณ  ๋น„๊ต ํ•ด ๋ณธ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค.