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The tail at scale

Published: 01 February 2013 Publication History

Abstract

Software techniques that tolerate latency variability are vital to building responsive large-scale Web services.

References

[1]
Barroso, L.A. and Höelzle, U. The case for energy proportional computing. IEEE Computer 40, 12 (Dec. 2007), 33--37.
[2]
Barroso, L.A. and Höelzle, U. The Datacenter as a Computer: An Introduction to the Design of Warehouse-scale Machines. Synthesis Series on Computer Architecture, Morgan & Claypool Publishers, May 2009.
[3]
Card, S.K., Robertson, G.G., and Mackinlay, J.D. The information visualizer: An information workspace. In Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (New Orleans, Apr. 28--May 2). ACM Press, New York, 1991, 181--188.
[4]
Chang F., Dean J., Ghemawat, S., Hsieh, W.C., Wallach, D.A., Burrows, M., Chandra, T., Fikes, A., and Gruber, R.E. BigTable: A distributed storage system for structured data. In Proceedings of the Seventh Symposium on Operating Systems Design and Implementation (Seattle, Nov.). USENIX Association, Berkeley CA, 2006, 205--218.
[5]
Charles, J., Jassi, P., Ananth, N.S., Sadat, A., and Fedorova, A. Evaluation of the Intel Core i7 Turbo Boost feature. In Proceedings of the IEEE International Symposium on Workload Characterization (Austin, TX, Oct. 4--6). IEEE Computer Society Press, 2009, 188--197.
[6]
DeWitt, D.J., Naughton, J.F., Schneider, D.A., and Seshadri, S. Practical skew handling in parallel joins. In Proceedings of the 18th International Conference on Very Large Data Bases, Li-Yan Yuan, Ed. (Vancouver, BC, Aug. 24--27). Morgan Kaufmann Publishers, Inc., San Francisco, 1992, 27--40.
[7]
Google, Inc. Project Glass; http://g.co/projectglass
[8]
Lamport, L. The part-time parliament. ACM Transactions on Computer Systems 16, 2 (May 1998), 133--169.
[9]
Lumb, C.R. and Golding, R. D-SPTF: Decentralized request distribution in brick-based storage systems. SIGOPS Operating System Review 38, 5 (Oct. 2004), 37--47.
[10]
Mitzenmacher, M. The power of two choices in randomized load balancing. IEEE Transactions on Parallel and Distributed Computing 12, 10 (Oct. 2001), 1094--1104.
[11]
Mudge, T. and Hölzle, U. Challenges and opportunities for extremely energy-efficient processors. IEEE Micro 30, 4 (July 2010), 20--24.
[12]
Stoica I., Morris, R., Karger, D., Kaashoek, F., and Balakrishnan, H. Chord: A scalable peer-to-peer lookup service for Internet applications. In Proceedings of SIGCOMM (San Diego, Aug. 27--31). ACM Press, New York, 2001, 149--160.

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Published In

cover image Communications of the ACM
Communications of the ACM  Volume 56, Issue 2
February 2013
95 pages
ISSN:0001-0782
EISSN:1557-7317
DOI:10.1145/2408776
Issue’s Table of Contents
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 01 February 2013
Published in CACM Volume 56, Issue 2

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  • (2025)Practical DB-OS Co-Design with Privileged Kernel BypassProceedings of the ACM on Management of Data10.1145/37097143:1(1-27)Online publication date: 11-Feb-2025
  • (2025)Straggler-Tolerant Stationary Methods for Linear SystemsSIAM Journal on Scientific Computing10.1137/24M1673346(S1-S22)Online publication date: 17-Jan-2025
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