The system-to-administrator ratio is commonly used as a rough metric to understand administrative costs in high-scale services. With smaller, less automated services this ratio can be as low as 2:1, ...

{welch,mju,zabbasi,garth,bmueller,jsmall,jimz,bzhou}@panasas.com The unique aspects of the Panasas system are its use of per-file, client-driven RAID, its parallel RAID rebuild, its treatment of ...

Rajesh Nishtala, Hans Fugal, Steven Grimm, Marc Kwiatkowski, Herman Lee, Harry C. Li, Ryan McElroy, Mike Paleczny, Daniel Peek, Paul Saab, David Stafford, Tony Tung ...

Matthew Green and Susan Hohenberger, Johns Hopkins University; Brent Waters, University of Texas at Austin ...

Kenichi Yasukata, Keio University; Michio Honda, Douglas Santry, and Lars Eggert, NetApp ...

Devdatta Akhawe, University of California, Berkeley; Adrienne Porter Felt, Google, Inc.

Joeri de Ruiter, University of Birmingham; Erik Poll, Radboud University Nijmegen ...

Scott Hendrickson, Stephen Sturdevant, and Tyler Harter, University of Wisconsin—Madison; Venkateshwaran Venkataramani; Andrea C. Arpaci-Dusseau and Remzi H. Arpaci-Dusseau, University of ...

Daniel C. Wang, Andrew W. Appel, Jeff L. Korn, and Christopher S. Serra, Princeton University ...

Himanshu Raj, ContainerX; Stefan Saroiu, Alec Wolman, Ronald Aigner, Jeremiah Cox, Paul England, Chris Fenner, Kinshuman Kinshumann, Jork Loeser, Dennis Mattoon ...

Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, and Ion Stoica, University of California ...

Zhenyu Wu, Zhang Xu, and Haining Wang, The College of William and Mary ...