Scale-out Edge Storage Systems with Embedded Storage Nodes to Get Better Availability and Cost-Efficiency At the Same Time


Jianshen Liu, UC Santa Cruz; Matthew Leon Curry, Sandia National Laboratories; Carlos Maltzahn, UC Santa Cruz; Philip Kufeldt, Seagate Technology


In the resource-rich environment of data centers most failures can quickly failover to redundant resources. In contrast, failure in edge infrastructures with limited resources might require maintenance personnel to drive to the location in order to fix the problem. The operational cost of these "truck rolls" to locations at the edge infrastructure competes with the operational cost incurred by extra space and power needed for redundant resources at the edge. Computational storage devices with network interfaces can act as network-attached storage servers and offer a new design point for storage systems at the edge. In this paper we hypothesize that a system consisting of a larger number of such small "embedded" storage nodes provides higher availability due to a larger number of failure domains while also saving operational cost in terms of space and power. As evidence for our hypothesis, we compared the possibility of data loss between two different types of storage systems: one is constructed with general-purpose servers, and the other one is constructed with embedded storage nodes. Our results show that the storage system constructed with general-purpose servers has 7 to 20 times higher risk of losing data over the storage system constructed with embedded storage devices. We also compare the two alternatives in terms of power and space using the Media-Based Work Unit (MBWU) that we developed in an earlier paper as a reference point.

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@inproceedings {253392,
author = {Jianshen Liu and Matthew Leon Curry and Carlos Maltzahn and Philip Kufeldt},
title = {Scale-out Edge Storage Systems with Embedded Storage Nodes to Get Better Availability and {Cost-Efficiency} At the Same Time},
booktitle = {3rd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 20)},
year = {2020},
url = {},
publisher = {USENIX Association},
month = jun

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