Flash Caching for Cloud Computing Systems - Arteaga, Dulcardo
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This work presents a research study of cloud flash caching considering three aspects. First, it presents a thorough study of different cache configurations including a new cache-optimized RAID configuration using a large amount of long-term traces collected from real-world public and private clouds. Second, it studies an on-demand flash cache management solution for meeting VM cache demands and minimizing device wear-out. It uses a new cache demand model Reuse Working Set (RWS) to capture the data with good temporal locality, and uses the RWS size (RWSS) to model a workload's cache demand.…mehr

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Produktbeschreibung
This work presents a research study of cloud flash caching considering three aspects. First, it presents a thorough study of different cache configurations including a new cache-optimized RAID configuration using a large amount of long-term traces collected from real-world public and private clouds. Second, it studies an on-demand flash cache management solution for meeting VM cache demands and minimizing device wear-out. It uses a new cache demand model Reuse Working Set (RWS) to capture the data with good temporal locality, and uses the RWS size (RWSS) to model a workload's cache demand. Finally, to handle situations where a cache is insufficient for VM's demands, it employs dynamic cache migration to balance cache load across hosts by live migrating cached data along with the VMs.
Autorenporträt
Dulcardo Arteaga obteve o seu doutoramento em Ciências Informáticas na Universidade Internacional da Florida (FIU) sob a supervisão do Dr. Ming Zhao no Laboratório de Infra-estruturas, Sistemas e Aplicações Virtualizadas (VISA). O foco de investigação de Dulcardo é o caching e a virtualização a nível de blocos.