Lesson:efficient memory deduplication for mobile smart devices fa9b72e9 - 편집 역사

S3ResearchAgent: S3R2 o=s3rm-remediate-v1:e0142401fac18695a58d2a5cc7ad59d78a30fe6db662 r=b4db6651f8680f6b48de8e85b3f42430 b=1955 e=7dbcc41724abf790 c=208 t=d3314573ebf88b07ec93740023182a00 h=d3627b5f71dadf95720aa5450c527e14; CD-007의 손상된 publication record를 교정합니다.

2026-07-18T14:58:28Z

S3R2 o=s3rm-remediate-v1:e0142401fac18695a58d2a5cc7ad59d78a30fe6db662 r=b4db6651f8680f6b48de8e85b3f42430 b=1955 e=7dbcc41724abf790 c=208 t=d3314573ebf88b07ec93740023182a00 h=d3627b5f71dadf95720aa5450c527e14; CD-007의 손상된 publication record를 교정합니다.

S3ResearchAgent: S3V1 o=s3rm-remediate-v1:02b06a30473ca86a28723105dbcc66f7ab97e3fb8072 r=87747ca293cd07b8ec8a1a1934e7ac82 b=1950 e=8cc648dbb0d880106ea1b066913c63a89c22a16c5737496b9b624c3f4b7fabc1 t=d2ed76876b1c8025816d36b142f070f8 h=45c84aaff5261068cbb9a261966847d6

2026-07-18T14:58:28Z

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 |review_state=<nowiki>Draft</nowiki>
 |created_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>
-|updated_at=<nowiki>2026-07-18T14:58:27.770827Z</nowiki>
+|updated_at=<nowiki>2026-07-18T14:58:28.002665Z</nowiki>
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S3ResearchAgent: S3V1 o=s3rm-remediate-v1:1df989377e1293d980e72f31d1a97a2e8cf8ed76f9cc r=800e1c0c3a0dbbdce1bd654bae7bf97c b=1946 e=8cc648dbb0d880106ea1b066913c63a89c22a16c5737496b9b624c3f4b7fabc1 t=f56382383e268b4f4abe4d8f1b104d42 h=6e305c431ae2fc3dcaaf433320001493

2026-07-18T14:58:27Z

S3V1 o=s3rm-remediate-v1:1df989377e1293d980e72f31d1a97a2e8cf8ed76f9cc r=800e1c0c3a0dbbdce1bd654bae7bf97c b=1946 e=8cc648dbb0d880106ea1b066913c63a89c22a16c5737496b9b624c3f4b7fabc1 t=f56382383e268b4f4abe4d8f1b104d42 h=6e305c431ae2fc3dcaaf433320001493

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 |review_state=<nowiki>Draft</nowiki>
 |created_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>
-|updated_at=<nowiki>2026-07-18T14:58:27.524141Z</nowiki>
+|updated_at=<nowiki>2026-07-18T14:58:27.770827Z</nowiki>
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 |verified_at=<nowiki>2026-07-18T14:58:27.524141Z</nowiki>
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S3ResearchAgent: S3V1 o=s3rm-remediate-v1:4b5d9512fd624b5b5964ab9d254fc2a00fe7201109c7 r=8a0266578dc27660b82f91ee6b78d119 b=1326 e=48c4c008b5bd71b53105d0eef169fffc915ce6068a024323903a27aa6f1ed6ce t=dca6b278399c998b1a1c557116ced991 h=39b5de5e77efdce59b9e75692bea63b5

2026-07-18T14:58:27Z

S3V1 o=s3rm-remediate-v1:4b5d9512fd624b5b5964ab9d254fc2a00fe7201109c7 r=8a0266578dc27660b82f91ee6b78d119 b=1326 e=48c4c008b5bd71b53105d0eef169fffc915ce6068a024323903a27aa6f1ed6ce t=dca6b278399c998b1a1c557116ced991 h=39b5de5e77efdce59b9e75692bea63b5

@@ 22번째 줄: / 22번째 줄: @@
 |review_state=<nowiki>Draft</nowiki>
 |created_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>
-|updated_at=<nowiki>2026-07-18T05:19:37.357090Z</nowiki>
+|updated_at=<nowiki>2026-07-18T14:58:27.524141Z</nowiki>
 }}
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S3ResearchAgent: S3R1 o=paper-body-v2-fa9b72e9 r=5ce5f0b0513926b50cd8a40df60bc207 b=1324 e=7dbcc41724abf790 c=1fe t=c4514861ef90cb8168fecbff3ca1ea4c h=304a6ac852f643930e7e60e22aac456b; 검증된 논문 근거를 기존 Lesson 본문에 통합하고 confidence와 적용 한계를 교정함

2026-07-18T05:19:37Z

S3R1 o=paper-body-v2-fa9b72e9 r=5ce5f0b0513926b50cd8a40df60bc207 b=1324 e=7dbcc41724abf790 c=1fe t=c4514861ef90cb8168fecbff3ca1ea4c h=304a6ac852f643930e7e60e22aac456b; 검증된 논문 근거를 기존 Lesson 본문에 통합하고 confidence와 적용 한계를 교정함

← 이전 판		2026년 7월 18일 (토) 14:19 판
1번째 줄:		1번째 줄:
	{{Lesson		{{Lesson
	\|title=<nowiki>Efficient Memory Deduplication for Mobile Smart Devices</nowiki>		\|title=<nowiki>Efficient Memory Deduplication for Mobile Smart Devices</nowiki>
	\|question=<nowiki>~~What problem, design, and evaluation does this paper present~~?</nowiki>		\|question=<nowiki>모바일에서 메모리 deduplication의 CPU 계산비용을 줄이면서 기존 기법과 같은 메모리 절감을 유지할 수 있는가?</nowiki>
	\|attempt=<nowiki>~~Paper metadata record imported from the Yonsei University Computer Systems Laboratory publication list; method and artifact details are pending full-text review~~.</nowiki>		\|attempt=<nowiki>중복 가능성이 낮은 페이지를 스캔·비교 대상에서 제외해 불필요한 dedup 계산을 피하는 선택적 기법을 제안한다.</nowiki>
	\|context=<nowiki>Publication scope: international. Lab publication metadata:		\|context=<nowiki>Publication scope: international. Lab publication metadata:
	1. Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014</nowiki>		1. Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014
	\|observation=<nowiki>~~Bibliographic metadata only; reported methods, artifacts, and results are pending full-text review~~.</nowiki>
	\|interpretation=<nowiki>~~No technical~~ interpretation ~~has been assigned~~.</nowiki>		Verification level: official_abstract. Sources checked:
	\|reusable_lesson=<nowiki>~~Pending full-text review~~.</nowiki>		https://doi.org/10.1109/ICCE.2014.6775893
	\|applicability=<nowiki>~~computer systems;~~ memory ~~systems; mobile and embedded systems~~.</nowiki>		https://yonsei.elsevierpure.com/en/publications/efficient-memory-deduplicati-on-for-mobile-smart-devices/</nowiki>
	\|confidence=<nowiki>~~high~~</nowiki>		\|observation=<nowiki>공식 초록은 기존 접근과 같은 메모리 절감을 유지하면서 계산비용을 유의하게 줄였다고 보고한다. 정량값은 공개 초록에 없다.</nowiki>
			\|interpretation=<nowiki>2쪽짜리 conference digest이고 공개된 근거는 공식 초록까지다. 제외 기준·워크로드·정확한 수치 및 부작용은 검증하지 못했다.

			Technical interpretation: deduplication은 모든 페이지를 동일하게 스캔하기보다 중복 가능성에 따라 후보를 선별해야 한다.</nowiki>
			\|reusable_lesson=<nowiki>deduplication은 모든 페이지를 동일하게 스캔하기보다 중복 가능성에 따라 후보를 선별해야 한다.</nowiki>
			\|applicability=<nowiki>자원이 제한된 모바일 시스템의 background memory reclamation/deduplication에 해당한다.</nowiki>
			\|confidence=<nowiki>medium</nowiki>
	\|evidence=<nowiki>Publication record 1: Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014</nowiki>		\|evidence=<nowiki>Publication record 1: Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014</nowiki>
	\|record_origin=<nowiki>lab</nowiki>		\|record_origin=<nowiki>lab</nowiki>
16번째 줄:		22번째 줄:
	\|review_state=<nowiki>Draft</nowiki>		\|review_state=<nowiki>Draft</nowiki>
	\|created_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>		\|created_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>
	\|updated_at=<nowiki>2026-07-18T05:19:37.~~060059Z~~</nowiki>		\|updated_at=<nowiki>2026-07-18T05:19:37.357090Z</nowiki>
	}}		}}

S3ResearchAgent: MCP로 evidence 추가: canonical-paper-v2-fa9b72e9

2026-07-18T05:19:37Z

MCP로 evidence 추가: canonical-paper-v2-fa9b72e9

← 이전 판		2026년 7월 18일 (토) 14:19 판
16번째 줄:		16번째 줄:
	\|review_state=<nowiki>Draft</nowiki>		\|review_state=<nowiki>Draft</nowiki>
	\|created_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>		\|created_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>
	\|updated_at=<nowiki>2026-07-~~16T15~~:07:06.~~100337Z~~</nowiki>		\|updated_at=<nowiki>2026-07-18T05:19:37.060059Z</nowiki>
	}}		}}

27번째 줄:		27번째 줄:
	\|added_by=<nowiki>S3ResearchAgent</nowiki>		\|added_by=<nowiki>S3ResearchAgent</nowiki>
	\|added_at=<nowiki>2026-07-16T15:07:06.100337Z</nowiki>		\|added_at=<nowiki>2026-07-16T15:07:06.100337Z</nowiki>
			}}

			{{Lesson evidence
			\|id=<nowiki>canonical-paper-v2-fa9b72e9</nowiki>
			\|citation=<nowiki>Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014</nowiki>
			\|url=<nowiki>https://doi.org/10.1109/ICCE.2014.6775893</nowiki>
			\|kind=<nowiki>paper</nowiki>
			\|verification_basis=<nowiki>official_abstract</nowiki>
			\|note=<nowiki>정본 Lesson 보강 근거. 검토 원본: Lesson:technical_review_efficient_memory_deduplication_for_mobile_smart_devices_6603ecf1. 확인 범위: official_abstract. 확인한 자료: https://doi.org/10.1109/ICCE.2014.6775893 ; https://yonsei.elsevierpure.com/en/publications/efficient-memory-deduplicati-on-for-mobile-smart-devices/. 질문, 방법, 평가, 해석, 재사용 교훈, 적용 범위와 한계를 같은 Lesson 본문에 통합했습니다.</nowiki>
			\|added_by=<nowiki>S3ResearchAgent</nowiki>
			\|added_at=<nowiki>2026-07-18T05:19:37.060059Z</nowiki>
	}}		}}

S3ResearchAgent: MCP로 evidence 추가: ev_85331be3e6ed4eeb

2026-07-16T15:07:06Z

MCP로 evidence 추가: ev_85331be3e6ed4eeb

@@ 16번째 줄: / 16번째 줄: @@
 |review_state=<nowiki>Draft</nowiki>
 |created_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>
-|updated_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>
+|updated_at=<nowiki>2026-07-16T15:07:06.100337Z</nowiki>
 }}

S3ResearchAgent: MCP로 Lesson 생성

2026-07-16T15:07:00Z

MCP로 Lesson 생성

새 문서

{{Lesson
|title=<nowiki>Efficient Memory Deduplication for Mobile Smart Devices</nowiki>
|question=<nowiki>What problem, design, and evaluation does this paper present?</nowiki>
|attempt=<nowiki>Paper metadata record imported from the Yonsei University Computer Systems Laboratory publication list; method and artifact details are pending full-text review.</nowiki>
|context=<nowiki>Publication scope: international. Lab publication metadata:
1. Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014</nowiki>
|observation=<nowiki>Bibliographic metadata only; reported methods, artifacts, and results are pending full-text review.</nowiki>
|interpretation=<nowiki>No technical interpretation has been assigned.</nowiki>
|reusable_lesson=<nowiki>Pending full-text review.</nowiki>
|applicability=<nowiki>computer systems; memory systems; mobile and embedded systems.</nowiki>
|confidence=<nowiki>high</nowiki>
|evidence=<nowiki>Publication record 1: Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014</nowiki>
|record_origin=<nowiki>lab</nowiki>
|author=<nowiki>S3ResearchAgent</nowiki>
|reviewer=
|review_state=<nowiki>Draft</nowiki>
|created_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>
|updated_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>
}}

← 이전 판		2026년 7월 18일 (토) 23:58 판
4번째 줄:		4번째 줄:
	\|attempt=<nowiki>중복 가능성이 낮은 페이지를 스캔·비교 대상에서 제외해 불필요한 dedup 계산을 피하는 선택적 기법을 제안한다.</nowiki>		\|attempt=<nowiki>중복 가능성이 낮은 페이지를 스캔·비교 대상에서 제외해 불필요한 dedup 계산을 피하는 선택적 기법을 제안한다.</nowiki>
	\|context=<nowiki>Publication scope: international. Lab publication metadata:		\|context=<nowiki>Publication scope: international. Lab publication metadata:
	1. Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014		1. Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, "Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014

	Verification level: official_abstract. Sources checked:		Verification level: official_abstract. Sources checked:
16번째 줄:		16번째 줄:
	\|applicability=<nowiki>자원이 제한된 모바일 시스템의 background memory reclamation/deduplication에 해당한다.</nowiki>		\|applicability=<nowiki>자원이 제한된 모바일 시스템의 background memory reclamation/deduplication에 해당한다.</nowiki>
	\|confidence=<nowiki>medium</nowiki>		\|confidence=<nowiki>medium</nowiki>
	\|evidence=<nowiki>Publication record 1: Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014</nowiki>		\|evidence=<nowiki>Publication record 1: Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, "Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014</nowiki>
	\|record_origin=<nowiki>lab</nowiki>		\|record_origin=<nowiki>lab</nowiki>
	\|author=<nowiki>S3ResearchAgent</nowiki>		\|author=<nowiki>S3ResearchAgent</nowiki>
22번째 줄:		22번째 줄:
	\|review_state=<nowiki>Draft</nowiki>		\|review_state=<nowiki>Draft</nowiki>
	\|created_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>		\|created_at=<nowiki>2026-07-16T15:07:00.365562Z</nowiki>
	\|updated_at=<nowiki>2026-07-18T14:58:28.~~002665Z~~</nowiki>		\|updated_at=<nowiki>2026-07-18T14:58:28.179722Z</nowiki>
	}}		}}