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[회고] 23년 5,6,7월

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Pangyoalto

Aug 13, 2023 • 12 min read
[회고] 23년 5,6,7월
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[Paper review] Databases in the Era of Memory-Centric Computing

[Paper review] Databases in the Era of Memory-Centric Computing

Compared to the rapid advancement of CPU performance, the growth rate of memory capacity has been steadily slowing down. Stemming from this issue, Databases in the Era of Memory-Centric Computing proposes an architecture aimed at efficiently utilizing memory, which has become increasingly expensive relative to other system components. The paper
Jul 13, 2025 11 min read
[논문 리뷰] Databases in the Era of Memory-Centric Computing

[논문 리뷰] Databases in the Era of Memory-Centric Computing

CPU의 성능 발전 속도에 비하여 메모리의 용량 발전 속도는 계속해서 느려지고 있습니다. 이러한 문제점에서 출발한 Databases in the Era of Memory-Centric Computing은 상대적으로 점차 비싸지고 있는 메모리를 효율적으로 활용하기 위한 아키텍처를 제시하였으며 이 구조가 특히 Database에 효율적이라고 말합니다. 해당 논문은 2025년 출판되었으며 비교적 신기술인 CXL을 memory-centric computing을 구현하기 위한 핵심
Jul 13, 2025 21 min read
[Paper review] Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations

[Paper review] Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations

The paper we'll be discussing, Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations, was one of papers which won the Best Papers Award at SIGIR 2024. This paper proposed an algorithm that performs vector searches in the inverted index solution often used in traditional search engines, rather than
May 18, 2025 12 min read
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