FlexChain: An Elastic Disaggregated Blockchain
Chenyuan Wu, Mohammad Javad Amiri, Jared Asch, Heena Nagda, Qizhen Zhang, Boon Thau Loo
摘要
While permissioned blockchains enable a family of data center applications, existing systems suffer from imbalanced loads across compute and memory, exacerbating the underutilization of cloud resources. This paper presents FlexChain , a novel permissioned blockchain system that addresses this challenge by physically disaggregating CPUs, DRAM, and storage devices to process different blockchain workloads efficiently. Disaggregation allows blockchain service providers to upgrade and expand hardware resources independently to support a wide range of smart contracts with diverse CPU and memory demands. Moreover, it ensures efficient resource utilization and hence prevents resource fragmentation in a data center. We have explored the design of XOV blockchain systems in a disaggregated fashion and developed a tiered key-value store that can elastically scale its memory and storage. Our design significantly speeds up the execution stage. We have also leveraged several techniques to parallelize the validation stage in FlexChain to further improve the overall blockchain performance. Our evaluation results show that FlexChain can provide independent compute and memory scalability, while incurring at most 12.8% disaggregation overhead. FlexChain achieves almost identical throughput as the state-of-the-art distributed approaches with significantly lower memory and CPU consumption for compute-intensive and memory-intensive workloads respectively.
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引用它的顶会 Paper8
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它引用的顶会 Paper8
- Disaggregating Persistent Memory and Controlling Them Remotely: An Exploration of Passive Disaggregated Key-Value StoresShin-Yeh Tsai, Yizhou Shan, Yiying ZhangUSENIX ATC 2020 · 被引用 159 次
- A Transactional Perspective on Execute-order-validate BlockchainsPingcheng Ruan, Dumitrel Loghin, Quang-Trung Ta, Meihui Zhang 等SIGMOD 2020 · 被引用 117 次
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- Understanding the Effect of Data Center Resource Disaggregation on Production DBMSsQizhen Zhang, Yifan Cai, Xinyi Chen, Sebastian Angel 等VLDB 2020 · 被引用 64 次
- Towards Cost-Effective and Elastic Cloud Database Deployment via Memory DisaggregationYingqiang Zhang, Chaoyi Ruan, Cheng Li, Jimmy Yang 等VLDB 2021 · 被引用 54 次
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