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FAST
2010
15 years 9 months ago
I/O Deduplication: Utilizing Content Similarity to Improve I/O Performance
Duplication of data in storage systems is becoming increasingly common. We introduce I/O Deduplication, a storage optimization that utilizes content similarity for improving I/O p...
Ricardo Koller, Raju Rangaswami
FAST
2010
15 years 9 months ago
Extending SSD Lifetimes with Disk-Based Write Caches
We present Griffin, a hybrid storage device that uses a hard disk drive (HDD) as a write cache for a Solid State Device (SSD). Griffin is motivated by two observations: First, HDD...
Gokul Soundararajan, Vijayan Prabhakaran, Mahesh B...
AAAI
2008
15 years 9 months ago
Active Learning for Pipeline Models
For many machine learning solutions to complex applications, there are significant performance advantages to decomposing the overall task into several simpler sequential stages, c...
Dan Roth, Kevin Small
AAAI
2007
15 years 9 months ago
Logic for Automated Mechanism Design - A Progress Report
Over the past half decade, we have been exploring the use of logic in the specification and analysis of computational economic mechanisms. We believe that this approach has the p...
Michael Wooldridge, Thomas Ågotnes, Paul E. ...
AAAI
2008
15 years 9 months ago
Using Signals of Human Interest to Enhance Single-document Summarization
As the amount of information on the Web grows, the ability to retrieve relevant information quickly and easily is necessary. The combination of ample news sources on the Web, litt...
Krysta Marie Svore, Lucy Vanderwende, Christopher ...