Title
Impact of Limpware on HDFS: A Probabilistic Estimation.
Abstract
With the advent of cloud computing, thousands of machines are connected and managed collectively. This era is confronted with a new challenge: performance variability, primarily caused by large-scale management issues such as hardware failures, software bugs, and configuration mistakes. In our previous work we highlighted one overlooked cause: limpware - hardware whose performance degrades significantly compared to its specification. We showed that limpware can cause severe impact in current scale-out systems. In this report, we quantify how often these scenarios happen in Hadoop Distributed File System.
Year
Venue
Field
2013
CoRR
Distributed File System,Computer science,Software bug,Probabilistic estimation,Real-time computing,Operating system,Distributed computing,Cloud computing
DocType
Volume
Citations 
Journal
abs/1311.3322
1
PageRank 
References 
Authors
0.36
3
2
Name
Order
Citations
PageRank
Thanh Do11567.11
Haryadi S. Gunawi255436.58