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Featured researches published by Mark Huang.


ACM Transactions on Storage | 2012

WAN-optimized replication of backup datasets using stream-informed delta compression

Philip Shilane; Mark Huang; Grant Wallace; Windsor W. Hsu

Replicating data off site is critical for disaster recovery reasons, but the current approach of transferring tapes is cumbersome and error prone. Replicating across a wide area network (WAN) is a promising alternative, but fast network connections are expensive or impractical in many remote locations, so improved compression is needed to make WAN replication truly practical. We present a new technique for replicating backup datasets across a WAN that not only eliminates duplicate regions of files (deduplication) but also compresses similar regions of files with delta compression, which is available as a feature of EMC Data Domain systems. Our main contribution is an architecture that adds stream-informed delta compression to already existing deduplication systems and eliminates the need for new, persistent indexes. Unlike techniques based on knowing a files version or that use a memory cache, our approach achieves delta compression across all data replicated to a server at any time in the past. From a detailed analysis of datasets and statistics from hundreds of customers using our product, we achieve an additional 2X compression from delta compression beyond deduplication and local compression, which enables customers to replicate data that would otherwise fail to complete within their backup window.


Archive | 2008

Delta compression after identity deduplication

Mark Huang; Edward K. Lee; Kai Li; Philip Shilane; Grant Wallace; Ming Benjamin Zhu


Archive | 2008

Stream locality delta compression

Mark Huang; Philip Shilane; Grant Wallace; Nitin Garg; Edward K. Lee; Ming Benjamin Zhu; Kai Li


usenix conference on hot topics in storage and file systems | 2012

Delta compressed and deduplicated storage using stream-informed locality

Philip Shilane; Grant Wallace; Mark Huang; Windsor W. Hsu


Archive | 2015

EFFICIENT BACKUP REPLICATION

Mark Huang


Archive | 2013

Representing de-duplicated file data

Mark Huang


Archive | 2014

DATA REPLICATION WITH DELTA COMPRESSION

Mark Huang; Philip Shilane; Grant Wallace; Ming Benjamin Zhu


Archive | 2010

Transmitting filesystem changes over a network

Mark Huang; Curtis Anderson; R. Hugo Patterson


Archive | 2012

Prefetch data needed in the near future for delta compression

Philip Shilane; Grant Wallace; Mark Huang


Archive | 2015

STORING DIFFERENCES BETWEEN PRECOMPRESSED AND RECOMPRESSED DATA FILES

Mark Huang

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Kai Li

Princeton University

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