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[์ปจํผ][CIO] GenAI, First!

[์ปจํผ][CIO] GenAI, First! ๋ณธ ๋‚ด์šฉ์€ CIO SUMMIT 2024์—์„œ ๋ฐœํ‘œ๋œ ๋‚ด์šฉ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ์ œ๊ฐ€ ๋” ์กฐ์‚ฌ ๋ฐ ์ •๋ฆฌํ•ด์„œ ์ž‘์„ฑํ•œ ๊ธ€์ž…๋‹ˆ๋‹ค. ๋ณธ ๊ฒŒ์‹œ๊ธ€์€ ๋ฐœํ‘œ ๋‚ด์šฉ์„ ์ •๋ฆฌํ•œ ๊ฒƒ์ด์ง€ ํŠน์ • ํšŒ์‚ฌ๋ฅผ ์˜นํ˜ธโ€ขํ™๋ณดํ•  ๋ชฉ์ ์ด ์•„๋‹˜์„ ๋ฐํž™๋‹ˆ๋‹ค. ํ‹€๋ฆฐ ๋‚ด์šฉ์ด ์žˆ๋‹ค๋ฉด ํŽธํ•˜๊ฒŒ ๋Œ“๊ธ€ ๋‹ฌ์•„์ฃผ์„ธ์š”!! ๐Ÿค— ์ œ๋ชฉ GenAI, First! (CIO Discussi...

[์ปจํผ][CIO] '24๋…„ ๋น„์ฆˆ๋‹ˆ์Šค ํ˜์‹ ์„ ๊ฐ€์†ํ™”ํ•˜๋Š” ์ƒ์„ฑํ˜• AI

[์ปจํผ][CIO] โ€˜24๋…„ ๋น„์ฆˆ๋‹ˆ์Šค ํ˜์‹ ์„ ๊ฐ€์†ํ™”ํ•˜๋Š” ์ƒ์„ฑํ˜• AI ๋ณธ ๋‚ด์šฉ์€ CIO SUMMIT 2024์—์„œ ๋ฐœํ‘œ๋œ ๋‚ด์šฉ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ์ œ๊ฐ€ ๋” ์กฐ์‚ฌ ๋ฐ ์ •๋ฆฌํ•ด์„œ ์ž‘์„ฑํ•œ ๊ธ€์ž…๋‹ˆ๋‹ค. ํ‹€๋ฆฐ ๋‚ด์šฉ์ด ์žˆ๋‹ค๋ฉด ํŽธํ•˜๊ฒŒ ๋Œ“๊ธ€ ๋‹ฌ์•„์ฃผ์„ธ์š”!! ๐Ÿค— ์ œ๋ชฉ 2024 ๋น„์ฆˆ๋‹ˆ์Šค ํ˜์‹ ์„ ๊ฐ€์†ํ™”ํ•˜๋Š” ์ƒ์„ฑํ˜• AI ํ™œ์šฉ ๋ฐฉ์•ˆ ๋ฐœํ‘œ์ž ํ•œ๊ตญIBM ๊น€์ง€๊ด€ ์ƒ๋ฌด, AI Tech SME...

[์ปจํผ][CIO] '24๋…„ CIO SUMMIT ํ›„๊ธฐ

[์ปจํผ][CIO] โ€˜24๋…„ CIO SUMMIT ํ›„๊ธฐ CIO SUMMIT 2024 ์ผ์‹œ: 2024๋…„ 2์›” 22์ผ(๋ชฉ) 09:00-17:20 ์žฅ์†Œ: ์ธํ„ฐ์ฝ˜ํ‹ฐ๋„จํƒˆ ์„œ์šธ ์ฝ”์—‘์Šค, ํ•˜๋ชจ๋‹ˆ๋ณผ๋ฃธ(HL) ์ฃผ์ œ: GenAI, First! ๊ฐœ์š” ์ข‹์€ ๊ธฐํšŒ๋กœ 2024๋…„ 2์›” 22์ผ์— ์ „์ž์‹ ๋ฌธ์—์„œ ์ฃผ์ตœํ•˜๋Š” โ€œCIO Summit 2024โ€์— ํšŒ์‚ฌ์˜ ์ง€์›์œผ๋กœ ์ฐธ์„ํ•˜...

[ํŒŒ์ด์ฌ] ์‰ฝ๊ฒŒ ์„ค๋ช…ํ•œ Process vs Thread

[ํŒŒ์ด์ฌ] ์‰ฝ๊ฒŒ ์„ค๋ช…ํ•œ Process vs Thread ํ”„๋กœ์„ธ์Šค(Process)๋ž€? ์ปดํ“จํ„ฐ์—์„œ ํ”„๋กœ๊ทธ๋žจ์ด ์‹คํ–‰๋˜๊ณ  ์žˆ์„ ๋•Œ, ๊ทธ ์‹คํ–‰ ์ค‘์ธ ํ”„๋กœ๊ทธ๋žจ์„ ํ”„๋กœ์„ธ์Šค๋ผ๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ์˜ˆ๋ฅผ ๋“ค์–ด, ์ธํ„ฐ๋„ท ๋ธŒ๋ผ์šฐ์ €๋ฅผ ์—ด๋ฉด ํ•˜๋‚˜์˜ ํ”„๋กœ์„ธ์Šค๊ฐ€ ์‹คํ–‰๋˜๊ณ , ์›Œ๋“œ ํ”„๋กœ์„ธ์„œ(๋ฌธ์„œ ์ž‘์„ฑ ํ”„๋กœ๊ทธ๋žจ)๋ฅผ ์—ด๋ฉด ๋˜ ๋‹ค๋ฅธ ํ”„๋กœ์„ธ์Šค๊ฐ€ ์‹คํ–‰๋˜๋Š” ๊ฒƒ์ด์ฃ . ๊ฐ ํ”„๋กœ์„ธ์Šค๋Š” ์ž์‹ ๋งŒ์˜ ๋…๋ฆฝ๋œ ๊ณต...

[ํŒŒ์ด์ฌ] multiprocessing์˜ Pool ํด๋ž˜์Šค

[ํŒŒ์ด์ฌ] multiprocessing์˜ Pool ํด๋ž˜์Šค multiprocessing.Pool์€ Python์˜ ๋ฉ€ํ‹ฐํ”„๋กœ์„ธ์‹ฑ ๋ชจ๋“ˆ์—์„œ ์ œ๊ณตํ•˜๋Š” ๋งค์šฐ ์œ ์šฉํ•œ ํด๋ž˜์Šค๋กœ, ๋ณ‘๋ ฌ ์ฒ˜๋ฆฌ๋ฅผ ์œ„ํ•œ ํ”„๋กœ์„ธ์Šค ํ’€์„ ๊ด€๋ฆฌํ•ฉ๋‹ˆ๋‹ค. ์ด ํด๋ž˜์Šค๋ฅผ ์‚ฌ์šฉํ•˜๋ฉด ์—ฌ๋Ÿฌ ํ”„๋กœ์„ธ์Šค์—์„œ ๋™์‹œ์— ์ž‘์—…์„ ์‹คํ–‰ํ•˜๋Š” ๋ณต์žกํ•œ ๋กœ์ง์„ ๊ฐ„๋‹จํ•˜๊ฒŒ ์ฒ˜๋ฆฌํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋ณธ ๋ธ”๋กœ๊ทธ ํฌ์ŠคํŠธ์—์„œ๋Š” Pool์˜...

[ํŒŒ์ด์ฌ] Multiprocessing, Multithreading ์ž์› ๋ถ„ํ•  ๋ฐ ํ• ๋‹น

[ํŒŒ์ด์ฌ] Multiprocessing, Multithreading ์ž์› ๋ถ„ํ•  ๋ฐ ํ• ๋‹น ๋ฉ€ํ‹ฐํ”„๋กœ์„ธ์‹ฑ๊ณผ ๋ฉ€ํ‹ฐ์Šค๋ ˆ๋”ฉ์—์„œ ์ž์› ๋ถ„ํ• ๊ณผ ์ž‘์—… ํ• ๋‹น์€ ๊ฐ๊ฐ ๋‹ค๋ฅด๊ฒŒ ์ด๋ฃจ์–ด์ง‘๋‹ˆ๋‹ค. ์ด ๊ณผ์ •์„ ์ดํ•ดํ•˜๊ธฐ ์œ„ํ•ด์„œ๋Š” ๋จผ์ €, ์ปดํ“จํ„ฐ์˜ ์ž์›(ํŠนํžˆ CPU์™€ ๋ฉ”๋ชจ๋ฆฌ) ์‚ฌ์šฉ ๋ฐฉ์‹๊ณผ ์ž‘์—…์˜ ์ข…๋ฅ˜(์˜ˆ: CPU ์ง‘์•ฝ์  vs. I/O ์ง‘์•ฝ์ )๋ฅผ ๊ณ ๋ คํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ๋ฉ€ํ‹ฐํ”„๋กœ์„ธ์‹ฑ(Mult...

[ํŒŒ์ด์ฌ] Multiprocessing, Multithreading ์‚ฌ์šฉ ์‹œ ๊ณ ๋ ค ์‚ฌํ•ญ

[ํŒŒ์ด์ฌ] Multiprocessing, Multithreading ์‚ฌ์šฉ ์‹œ ๊ณ ๋ ค ์‚ฌํ•ญ ๋ฉ€ํ‹ฐํ”„๋กœ์„ธ์‹ฑ๊ณผ ๋ฉ€ํ‹ฐ์Šค๋ ˆ๋”ฉ์„ ์„ ํƒํ•  ๋•Œ ๊ณ ๋ คํ•ด์•ผ ํ•˜๋Š” ์ž‘์—…์˜ ํŠน์„ฑ์— ๋Œ€ํ•ด ๋” ์ž์„ธํžˆ ์„ค๋ช…ํ•˜๊ฒ ์Šต๋‹ˆ๋‹ค. ์ž์› ๋ถ„ํ•  ๋ฐ ํ• ๋‹น์— ๋Œ€ํ•ด์„œ ๊ถ๊ธˆํ•˜์‹  ๋ถ„์„ ๋‹ค์Œ ๊ฒŒ์‹œ๊ธ€์—์„œ ํ™•์ธํ•˜์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋ฉ€ํ‹ฐํ”„๋กœ์„ธ์‹ฑ(Multiprocessing) ๋ฉ€ํ‹ฐํ”„๋กœ์„ธ์‹ฑ์€ ์ฃผ๋กœ CPU ์ง‘์•ฝ์ ์ธ ...

[Linux] ํŒŒ์ผ ๊ถŒํ•œ๊ณผ ์“ฐ๊ธฐ ์ž‘์—…

[Linux] ํŒŒ์ผ ๊ถŒํ•œ๊ณผ ์“ฐ๊ธฐ ์ž‘์—… Linux ํŒŒ์ผ ๊ถŒํ•œ๊ณผ ์“ฐ๊ธฐ ์ž‘์—… ๋ฆฌ๋ˆ…์Šค ์‹œ์Šคํ…œ์—์„œ ํŒŒ์ผ ์ž‘์—…์„ ์ˆ˜ํ–‰ํ•˜๊ธฐ ์œ„ํ•ด์„œ๋Š” ์ ์ ˆํ•œ ๊ถŒํ•œ์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค. ์‚ฌ์šฉ์ž๋Š” ํŒŒ์ผ์ด๋‚˜ ๋””๋ ‰ํ† ๋ฆฌ์— ๋Œ€ํ•ด ์ฝ๊ธฐ(read), ์“ฐ๊ธฐ(write), ์‹คํ–‰(execute) ๊ถŒํ•œ์„ ๊ฐ€์งˆ ์ˆ˜ ์žˆ์œผ๋ฉฐ, ์ด ๊ถŒํ•œ๋“ค์€ ํŒŒ์ผ ์†Œ์œ ์ž(owner), ๊ทธ๋ฃน(group), ๊ทธ๋ฆฌ๊ณ  ๊ธฐํƒ€ ์‚ฌ์šฉ์ž(oth...

[Linux] ์‚ฌ์šฉ์ž ๊ณ„์ • ๋ฐ ๊ทธ๋ฃน ๊ด€๋ฆฌ ๊ฐ€์ด๋“œ

[Linux] ์‚ฌ์šฉ์ž ๊ณ„์ • ๋ฐ ๊ทธ๋ฃน ๊ด€๋ฆฌ ๊ฐ€์ด๋“œ Linux ์‚ฌ์šฉ์ž ๊ณ„์ • ๋ฐ ๊ทธ๋ฃน ๊ด€๋ฆฌ ๊ฐ€์ด๋“œ ๋ฆฌ๋ˆ…์Šค์—์„œ ์‚ฌ์šฉ์ž ๊ณ„์ •์„ ๊ด€๋ฆฌํ•˜๋Š” ๊ฒƒ์€ ์‹œ์Šคํ…œ ๋ณด์•ˆ๊ณผ ์ ‘๊ทผ ์ œ์–ด์— ๋งค์šฐ ์ค‘์š”ํ•ฉ๋‹ˆ๋‹ค. ์ด ๊ธ€์—์„œ๋Š” ๊ณ„์ • ์ƒ์„ฑ, ์‚ญ์ œ, ๊ถŒํ•œ ๋ถ€์—ฌ, ๊ทธ๋ฃน ๊ด€๋ฆฌ ๋“ฑ ๊ณ„์ •๊ณผ ๊ด€๋ จ๋œ ๋‹ค์–‘ํ•œ ๋ช…๋ น์–ด์™€ ์‹ค์Šต ๊ฐ€๋Šฅํ•œ ์Šค๋‹ˆํŽซ์„ ํ•จ๊ป˜ ์•Œ์•„๋ณด๊ฒ ์Šต๋‹ˆ๋‹ค. 1. ์‚ฌ์šฉ์ž ๊ณ„์ • ์ถ”๊ฐ€ ์ƒˆ๋กœ์šด ์‚ฌ...

[๊ฐœ๋…] MLOps vs AIOps

[๊ฐœ๋…] MLOps vs AIOps MLOps๋ž€ ๋ฌด์—‡์ธ๊ฐ€? MLOps๋Š” ๊ธฐ๊ณ„ ํ•™์Šต(ML) ์‹œ์Šคํ…œ์˜ ๊ฐœ๋ฐœ๊ณผ ๋ฐฐํฌ๋ฅผ ํ†ตํ•ฉํ•˜๋Š” ํ”„๋ ˆ์ž„์›Œํฌ์ž…๋‹ˆ๋‹ค. ์ด๋Š” ML ๋ชจ๋ธ์„ ์ง€์†์ ์œผ๋กœ ์ƒ์‚ฐ์— ํˆฌ์ž…ํ•˜๊ธฐ ์œ„ํ•ด ํ‘œ์ค€ํ™”ํ•˜๊ณ  ๊ฐ„์†Œํ™”ํ•˜๋Š” ์—ญํ• ์„ ํ•ฉ๋‹ˆ๋‹ค. MLOps์˜ ์ฃผ์š” ๋‹จ๊ณ„๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค: ๋ฐ์ดํ„ฐ ์ถ”์ถœ: ๋‹ค์–‘ํ•œ ์ถœ์ฒ˜์—์„œ ๋ฐ์ดํ„ฐ ํ†ตํ•ฉ ํƒ์ƒ‰์  ๋ฐ์ดํ„ฐ ๋ถ„์„: ๋ฐ์ด...