Search Results - "Yuan, Yigui"

Morphtree: a polymorphic main-memory learned index for dynamic workloads by Luo, Yongping, Jin, Peiquan, Chu, Zhaole, Wang, Xiaoliang, Yuan, Yigui, Zhang, Zhou, Luo, Yun, Wu, Xufei, Zou, Peng

“…Modern database systems rely on indexes to accelerate data access. The recently proposed learned indexes can offer higher search performance with lower space…”
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Cooperative Buffer Management With Fine-Grained Data Migrations for Hybrid Memory Systems by Wang, Xiaoliang, Jin, Peiquan, Luo, Yongping, Chu, Zhaole, Yuan, Yigui, Zhao, Xujian, Lin, Yuanjing, Guo, Kuankuan

“…Hybrid memory composed of DRAM and persistent memory (PM) offers a promising way to realize large-capacity main memory supporting in-memory data storage and…”
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Personalized Cache Management for Multi-Tenant Cloud Services by Yuan, Yigui, Jin, Peiquan, Wan, Shouhong

“…Cloud services such as multi-tenant content delivery networks (CDN) have become a trend because they can offer personalized business support for users…”
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SCA2: Novel Efficient Swarm Clustering Algorithm by Luo, Wenjian, Zhu, Wenjie, Ni, Li, Qiao, Yingying, Yuan, Yigui

“…Clustering is a classical unsupervised learning task that aims to reveal data similarity patterns. Numerous algorithms have been proposed to address this task…”
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Work-In-Progress: Learned Buffer Management: A New Frontier by Yuan, Yigui, Jin, Peiquan

“…Buffer management is a key issue in database systems and operating systems. Recently, with the advance of machine learning, it has been a new frontier to use…”
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Adaptive Buffer Replacement Policies for Multi-Tenant Cloud Services by Zhu, Zekai, Jin, Peiquan, Wang, Xiaoliang, Yuan, Yigui, Wan, Shouhong

“…Cloud services such as multi-tenant content delivery networks (CDN) have become a trend because they can offer personalized business support for tenants…”
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