Assessing Run-time Overhead of Securing Kepler

被引：2
|
作者：
Kim, Donghoon [1 ]
Vouk, Mladen A. [1 ]
机构：
[1] North Carolina State Univ, Raleigh, NC 27695 USA
来源：
INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE 2016 (ICCS 2016) | 2016年 / 80卷
基金：
美国国家科学基金会;
关键词：
Kepler; security; provenance; data integrity; performance overhead;
D O I：
10.1016/j.procs.2016.05.412
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
We have developed a model for securing data-flow based application chains. We have implemented the model in the form of an add-on package for the scientific workflow system called Kepler. Our Security Analysis Package (SAP) leverages Kepler's Provenance Recorder (PR). SAP secures data flows from external input-based attacks, from access to unauthorized external sites, and from data integrity issues. It is not a surprise that cost of real-time security is a certain amount of run-time overhead. About half of the overhead appears to come from the use of the Kepler PR and the other half from security function added by SAP.
引用
收藏
页码：2281 / 2286
页数：6
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