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The Datacenter as a Computer -- An Introduction to the Design of Warehouse-Scale Machines

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by Urs Hölzle, et al.
Citations:219 - 1 self
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Citations

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3421 Mapreduce: Simplified data processing on large clusters - Dean, Ghemawat - 2004
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1997 Xen and the Art of Virtualization - Barham, Dragovic, et al. - 2003
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1022 Bigtable: a distributed storage system for structured data - Chang, Dean, et al. - 2006
756 Dryad: distributed data-parallel programs from sequential building blocks - Isard, Budiu, et al.
679 Dynamo: Amazon’s highly available key-value store - DECANDIA, HASTORUN, et al.
679 Dynamo: Amazon’s highly available key-value store - DECANDIA, HASTORUN, et al.
561 Managing energy and server resources in hosting centers - Chase, Anderson, et al. - 2001
561 Managing energy and server resources in hosting centers - Chase, Anderson, et al. - 2001
465 The case for energy-proportional computing - Barroso, Holzle
465 The case for energy-proportional computing - Barroso, Holzle
445 Power provisioning for a warehouse-sized computer - Fan, Weber, et al. - 2007
311 Why do internet services fail, and what can be done about it - OPPENHEIMER, GANAPATHI, et al.
272 Interpreting the data: Parallel analysis with Sawzall - Pike, Dorward, et al. - 2005
267 The Chubby lock service for looselycoupled distributed systems - Burrows
267 The Chubby lock service for looselycoupled distributed systems - Burrows
243 Disk failures in the real world: What does an MTTF of 1,000,000 hours mean to you - Schroeder, Gibson - 2007
240 Failure trends in a large disk drive population - Pinheiro, Weber, et al. - 2007
220 Eventually consistent - Vogels - 2008
215 Powernap: eliminating server idle power - Meisner, Gold, et al.
194 Managing server energy and operational costs in hosting centers - Chen, Das, et al. - 2005
194 Managing server energy and operational costs in hosting centers - Chen, Das, et al. - 2005
191 Making scheduling cool: Temperature-aware workload placement in data centers - Moore, Chase, et al. - 2005
179 No ”power” struggles: coordinated multi-level power management for the data center - Raghavendra, Ranganathan, et al. - 2008
176 X-Trace: A Pervasive Network Tracing Framework - Fonseca, Porter, et al. - 2012
172 Lessons from Giant-Scale Services - Brewer - 2001
172 A Census of Tandem System Availability between 1985 and - Gray - 1990
172 Lessons from Giant-Scale Services - Brewer - 2001
159 Towards highly reliable enterprise network services via inference of multi-level dependencies - Bahl, Chandra, et al. - 2007
159 Towards highly reliable enterprise network services via inference of multi-level dependencies - Bahl, Chandra, et al. - 2007
140 Pip: detecting the unexpected in distributed systems - Reynolds, Killian, et al. - 2006
135 Conserving disk energy in network servers - Carrera, Pinheiro, et al. - 2003
135 Conserving disk energy in network servers - Carrera, Pinheiro, et al. - 2003
125 DRAM errors in the wild: a large-scale field study - Schroeder, Pinheiro, et al.
106 An analysis of latent sector errors in disk drives - Bairavasundaram, Goodson, et al. - 2007
106 An analysis of latent sector errors in disk drives - Bairavasundaram, Goodson, et al. - 2007
103 Understanding failure in petascale computers - Schroeder, Gibson - 2007
97 Mercury and freon: temperature emulation and management for server systems. - Heath, Centeno, et al. - 2006
92 Understanding and designing new server architectures for emerging warehouse-computing environments - Lim, Ranganathan, et al. - 2008
87 Environmental Protection Agency. "Report to Congress on Server and Data Center Energy Efficiency - S - 2007
70 WAP5: black box performance debugging for wide-area systems - Reynolds, Wiener, et al. - 2006
67 A white paper on the benefits of chipkill-correct ECC for PC server main memory - Dell
67 A white paper on the benefits of chipkill-correct ECC for PC server main memory - Dell
62 Magpie: Online modelling and performance-aware systems - Barham, Isaacs, et al. - 2003
62 Failure data analysis of a LAN of Windows NT based computers,” Reliable Distributed Systems - Kalyanakrishnam, Kalbarczyk, et al. - 1999
62 Magpie: Online modelling and performance-aware systems - Barham, Isaacs, et al. - 2003
61 Cooperative expendable micro-slice servers (CEMS): low cost, low power servers for internet-scale services - Hamilton - 2009
56 Recovery-oriented computing (ROC): Motivation, definition, techniques, and case studies - Patterson, Brown, et al. - 2002
42 On designing and deploying internet-scale services - Hamilton - 2007
40 The anatomy of a large-scale hypertextual search engine - Brin, Page - 1998
26 Server class disk drives: how reliable are they - Elerath, Shah
26 Server class disk drives: how reliable are they - Elerath, Shah
20 Safe overprovisioning: using power limits to increase aggregate throughput - Femal, Freeh - 2004
20 Resource management for scalable disconnected access to Web services - Chandra, Dahlin, et al.
19 Models and metrics to enable energy-efficiency optimizations - Rivoire, Shah, et al. - 2007
17 Intra-disk parallelism: an idea whose time has come - Sankar, Gurumurthi, et al. - 2008
15 Web search for a planet: the architecture of the Google cluster - Barroso, Dean, et al. - 2003
15 Web search for a planet: the architecture of the Google cluster - Barroso, Dean, et al. - 2003
14 Dollars per kW plus dollars per square foot are a better datacenter cost model than dollars per square foot alone,” Uptime Institute White Paper - Turner, Seader - 2006
13 Tier classifications define site infrastructure performance,” Uptime Institute White Paper - Seader, Brill
10 A Nayate, “End-to-end WAN service availability - Chandra, Dahlin, et al. - 2001
10 A Nayate, “End-to-end WAN service availability - Chandra, Dahlin, et al. - 2001
9 De Ven, “Getting maximum mileage out of tickless - Siddha, Pallipadi, et al. - 2007
8 Improved muscular efficiency displayed as tour de France champion matures - Coyle - 2005
8 Improved muscular efficiency displayed as tour de France champion matures - Coyle - 2005
7 A scalable, commodity datacenter network architecture - Al-Fares, Loukissas, et al. - 2008
7 Soft errors in electronic memory—a white paper”. Available at http://www.tezzaron.com/about/papers/soft_errors_1_1_secure.pdf - Semiconductor
7 A scalable, commodity datacenter network architecture - Al-Fares, Loukissas, et al. - 2008
6 Total cost of ownership for Linux in the enterprise,” July 2002. Available at http://www-03.ibm.com/linux/RFG-LinuxTCO-vFINAL-Jul2002.pdf - Group
4 Current trends/challenges in datacenter thermal management—a facilities perspective,” presentation at ITHERM - Dyer - 2006
4 Quantitative analysis of power distribution configurations for datacenters”. Available at http://www.thegreengrid.org/gg_content - Grid
4 Best practices for datacenters: lessons learned from benchmarking 22 datacenters,” 2006 ACEEE Summer Study on Energy Efficiency in Buildings. Available at http://eetd.lbl.gov/EA/mills/emills/PUBS/PDF/ACEEE-datacenters.pdf. the datacenter as a computer - Greenberg, Mills, et al.
4 Metrics to characterize datacenter & IT equipment energy use - Malone, Belady - 2006
4 et al., “Cost model for planning, development and operation of a datacenter”. Available at http://www.hpl.hp.com/techreports/2005/HPL-2005-107R1.pdf - Patel
4 reports third quarter results - Reuters, Inc - 2008
4 Intel desktop CPU guide”. Available at http://www.techarp.com/showarticle - com
4 High performance buildings: datacenters—server power supplies - Ton, Fortenbury
4 High performance datacenters: a research roadmap - Tschudi, Xu, et al. - 2003
4 Current trends/challenges in datacenter thermal management—a facilities perspective,” presentation at ITHERM - Dyer - 2006
3 Reducing datacenter costs with an air economizer,” IT@Intel Brief - Atwood, Miner - 2008
3 Energy aware server provisioning and load dispatching for connection-intensive Internet services,” Microsoft Research - Chen, He, et al. - 2007
3 Energy Calculator. Available at http://www.dell.com/calc - Dell
3 Technology Inc. SEC Filing (S-11 - Fabros
3 Boosting datacenter performance through non-uniform power allocation - Femal, Freeh - 2005
3 Efficient computing—step 2: efficient datacenters”. Available at http://www .google.com/corporate/green/datacenters/step2.html - Inc
3 Efficient Data Center, Part 1”. Available at http://www.youtube.com/ watch?v=Ho1GEyftpmQ , starting at 0:5930 - Inc
3 Seven strategies to improve datacenter cooling efficiency”. Available at http:// www.thegreengrid.org/gg_content - Grid
3 Storage Initiative. Available at http://www.snia.org/forums/green - Green
3 Autopilot: automatic datacenter management - Isard - 2007
3 Da y Nelson, et al., “The role of modularity in datacenter design”. Sun BluePrints Online, http://www.sun .com/storagetek/docs/EED.pdf - Nelson, Ryan, et al.
3 et al., “Thermal considerations in cooling large scale high compute density datacenters”. Available at http://www.flomerics.com/flotherm/technical_papers/t299.pdf - Patel
3 The state of datacenter cooling,” Intel Corporation White Paper. Available at http://download.intel.com/technology/eep/data-center-efficiency/stateof-date-center-cooling.pdf - Patterson, Fenwick
3 performance datacenters”. Available at http://hightech.lbl.gov/documents/ DATA_CENTERS/06_DataCenters-PGE.pdf - PG&E
3 10 Business Practices for Environmentally Sustainable Data Center.” Available at http://www.microsoft.com/environment/our_commitment/articles/datacenter_ bp.aspx. Author Biographies Luiz André Barroso is a distinguished engineer at Google, where he has wo - Top - 1994
3 Reducing datacenter costs with an air economizer,” IT@Intel Brief - Atwood, Miner - 2008
3 Energy aware server provisioning and load dispatching for connection-intensive Internet services,” Microsoft Research - Chen, He, et al. - 2007
3 Energy Calculator. Available at http://www.dell.com/calc - Dell
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