Exploring Untrusted Distributed Storage for High Performance Computing

被引：0
|
作者：
Smith, Austin [1 ]
Riley, Justin [1 ]
Syed, Muneeba [1 ]
Kupcevic, Milan [1 ]
Edmon, Paul [1 ]
Yockel, Scott [1 ]
机构：
[1] Harvard Univ, FAS Res Comp, Cambridge, MA 02138 USA
来源：
PEARC '19: PROCEEDINGS OF THE PRACTICE AND EXPERIENCE IN ADVANCED RESEARCH COMPUTING ON RISE OF THE MACHINES (LEARNING) | 2019年
关键词：
ceph; high performance computing; encryption; distributed storage;
D O I：
10.1145/3332186.3332224
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
High performance computing systems are typically built with high-throughput and infrastructural uniformity in mind, but generally do not easily accommodate diverse data security requirements on a single cluster. Rather than fracturing that infrastructure by building many network isolated storage "islands" to secure each dataset covered by an individual data use agreement, we explore using the Ceph distributed storage system with client-side encryption to provision secure storage from a single, untrusted data lake.
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页数：6
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