Containerized In-Storage Processing and Computing-Enabled SSD Disaggregation
Containerized In-Storage Processing and Computing-Enabled SSD Disaggregation
ISP minimizes data transfer for analytics but faces challenges in adaptation and disaggregation. We propose DockerSSD, an ISP model leveraging OS-level virtualization and lightweight firmware to enable containerized data processing directly on SSDs. Key features include Ethernet over NVMe for network-based ISP management and Virtual Firmware for secure, efficient container execution. DockerSSD supports disaggregated storage pools, reducing host overhead and enhancing large-scale services like LLM inference. It achieves up to 2.0x better performance for I/O-intensive workloads, and 7.9x improvement in distributed LLM inference.
Miryeong Kwon、Donghyun Gouk、Eunjee Na、Jiseon Kim、Junhee Kim、Hyein Woo、Eojin Ryu、Hyunkyu Choi、Jinwoo Baek、Hanyeoreum Bae、Mahmut Kandemir、Myoungsoo Jung
计算技术、计算机技术
Miryeong Kwon,Donghyun Gouk,Eunjee Na,Jiseon Kim,Junhee Kim,Hyein Woo,Eojin Ryu,Hyunkyu Choi,Jinwoo Baek,Hanyeoreum Bae,Mahmut Kandemir,Myoungsoo Jung.Containerized In-Storage Processing and Computing-Enabled SSD Disaggregation[EB/OL].(2025-06-07)[2025-07-20].https://arxiv.org/abs/2506.06769.点此复制
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