Mandrake:Implementing Durability for Edge Clouds

被引：4

作者：

Carson, Kyle ^{[1
]}

Thomason, John ^{[1
]}

Wolski, Rich ^{[1
]}

Krintz, Chandra ^{[1
]}

Mock, Markus ^{[2
]}

机构：

[1] Univ Calif Santa Barbara, Comp Sci Dept, Santa Barbara, CA 93106 USA

[2] Univ Appl Sci, Comp Sci Dept, Landshut, Germany

来源：

2019 IEEE INTERNATIONAL CONFERENCE ON EDGE COMPUTING (IEEE EDGE) | 2019年

关键词：

edge cloud; cloud computing; fault tolerance; high availability; resource allocation; data durability;

D O I：

10.1109/EDGE.2019.00030

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper we present Mandrake, a software infrastructure for edge clouds (private clouds located at the network edge), designed to provide reliable, "lights out" unattended operation and application hosting in IoT deployments. Mandrake both implements reliable private cloud operation in restricted resource environments and data durability features that hosted applications can leverage. We describe leveraging Mandrake for hosting Hadoop applications at the edge. Our empirical evaluation shows that Mandrake is able to ensure Hadoop's data durability guarantees efficiently in the presence of relatively frequent failures even when resources are scarce.

引用

页码：95 / 101

页数：7

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