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1 ## Services Engineering Reading List
2
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3 A reading list for services engineering, with a focus on cloud
4 infrastructure services.
5
6 We welcome [suggestions](CONTRIBUTING.md).
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7
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8 #### Papers
9
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10 * [Making Reliable Distributed Systems in the Presence of Software Errors](http://www.erlang.org/download/armstrong_thesis_2003.pdf) (Armstrong)
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authored Oct 12, 2013
11 * [Highly Available Transactions: Virtues and Limitations](http://www.bailis.org/papers/hat-vldb2014.pdf) (Bailis et al.)
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authored May 10, 2014
12 * [The Incident Command System](http://www.high-reliability.org/files/The_Incident_Command_System.pdf) (Bigley and Roberts)
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13 * [The Chubby Lock Service for Loosely Coupled Distributed Systems](http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/en/us/archive/chubby-osdi06.pdf) (Burrows)
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14 * [Bigtable: a Distributed Storage System for Structured Data](http://www.read.seas.harvard.edu/~kohler/class/cs239-w08/chang06bigtable.pdf) (Chang et al.)
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15 * [Spanner: Google’s Globally-Distributed Database](http://research.google.com/archive/spanner-osdi2012.pdf) (Corbett et al.)
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16 * [Dynamo: Amazon’s Highly Available Key-Value Store](http://www.read.seas.harvard.edu/~kohler/class/cs239-w08/decandia07dynamo.pdf) (DeCandia et al.)
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17 * [MapReduce: Simplified Data Processing on Large Clusters](http://research.google.com/archive/mapreduce-osdi04.pdf) (Dean and Ghemawat)
18 * [The Google File System](http://research.google.com/archive/gfs-sosp2003.pdf) (Ghemawat et al.)
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19 * [On Designing and Deploying Internet Scale Services](http://mvdirona.com/jrh/talksAndPapers/JamesRH_Lisa.pdf) (Hamilton)
507afc2 @mmcgrana Add Kafka paper and The Log post, closes #37
authored May 10, 2014
20 * [Kafka: A Distributed Messaging System for Log Processing](http://research.microsoft.com/en-us/UM/people/srikanth/netdb11/netdb11papers/netdb11-final12.pdf) (Kreps et al.)
332d800 @mmcgrana Add Twitter data pipeline papers, closes #50
authored May 22, 2014
21 * [The Unified Logging Infrastructure for Data Analytics at Twitter](http://vldb.org/pvldb/vol5/p1771_georgelee_vldb2012.pdf) (Lee et al.)
03f6070 @mmcgrana Add Twitter search paper, closes #51
authored May 22, 2014
22 * [Automatic Management of Partitioned, Replicated Search Services](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.222.1862&rep=rep1&type=pdf) (Leibert et al.)
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authored May 22, 2014
23 * [Scaling Big Data Mining Infrastructure: The Twitter Experience](http://www.kdd.org/sites/default/files/issues/14-2-2012-12/V14-02-02-Lin.pdf) (Lin and Rayboy)
0078369 @mmcgrana Add Dremel paper
authored Oct 13, 2013
24 * [Dremel: Interactive Analysis of Web-Scale Datasets](http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/en/us/pubs/archive/36632.pdf) (Melnik et al.)
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25 * [Out of the Tar Pit](http://shaffner.us/cs/papers/tarpit.pdf) (Moseley and Marks)
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authored Oct 12, 2013
26 * [In Search of an Understandable Consensus Algorithm](https://ramcloud.stanford.edu/wiki/download/attachments/11370504/raft.pdf) (Ongaro and Ousterhout)
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27 * [Failure Trends in a Large Disk Drive Population](http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/en/us/archive/disk_failures.pdf) (Pinheiro et al.)
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28 * [Fallacies of Distributed Computing Explained](http://www.rgoarchitects.com/Files/fallacies.pdf) (Rotem-Gal-Oz)
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29 * [F1 - The Fault-Tolerant Distributed RDBMS Supporting Google’s Ad Business](http://research.google.com/pubs/archive/38125.pdf) (Shute et al.)
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30 * [Dapper, A Large Scale Distributed Systems Tracing Infrastructure](http://research.google.com/pubs/archive/36356.pdf) (Sigelman et al.)
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31 * [Resident Distributed Datasets: a Fault-Tolerant Abstraction for In-Memory Cluster Computing](https://www.usenix.org/system/files/conference/nsdi12/nsdi12-final138.pdf) (Zahari et al.)
6e714c8 @mmcgrana Add The Human Side of Postmortems, ref #14
authored May 10, 2014
32 * [The Human Side of Postmortems](https://docs.google.com/file/d/0Byl4UKRYLErDVlJMNDNjaThiR2M/edit) (Zwieback)
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33 * [Crew Resource Management: a Positive Change for the Fire Service](http://www.iaff.org/06news/NearMissKit/6.%20Crew%20Resource%20Management/CRM.pdf)
34
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35
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36 #### Posts
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37
38 * [Resilience Engineering: Part I](http://www.kitchensoap.com/2011/04/07/resilience-engineering-part-i/), [Part II](http://www.kitchensoap.com/2012/06/18/resilience-engineering-part-ii-lenses/) (Allspaw)
39 * [Systems Engineering: a Great Definition](http://www.kitchensoap.com/2011/07/18/systems-engineering-great-definition/) (Allspaw)
40 * [Some Rules for Engineering and Operations](http://blog.b3k.us/2012/01/24/some-rules.html) (Black)
41 * [Service Level Disagreements Part I](http://blog.b3k.us/2009/07/15/service-level-disagreements.html), [Part II](http://blog.b3k.us/2009/07/16/service-level-disagreements-2.html) (Black)
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42 * [My Philosophy on Alerting](https://docs.google.com/document/d/199PqyG3UsyXlwieHaqbGiWVa8eMWi8zzAn0YfcApr8Q/edit#heading=h.whsaboyw21nk) (Ewaschuk)
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43 * [You Can’t Sacrifice Partition Tolerance](http://codahale.com/you-cant-sacrifice-partition-tolerance/) (Hale)
44 * [Customer Trust](http://perspectives.mvdirona.com/2013/01/15/CustomerTrust.aspx) (Hamilton)
45 * [Observations on Errors, Corrections, & Trust of Dependent Systems](http://perspectives.mvdirona.com/2012/02/26/ObservationsOnErrorsCorrectionsTrustOfDependentSystems.aspx) (Hamilton)
46 * [Life Beyond Distributed Transactions: An Apostate’s Opinion](http://cs.brown.edu/courses/cs227/archives/2012/papers/weaker/cidr07p15.pdf) (Helland)
47 * [Notes on Distributed Systems for Young Bloods](http://www.somethingsimilar.com/2013/01/14/notes-on-distributed-systems-for-young-bloods/) (Hodges)
48 * [The Network is Reliable](http://aphyr.com/posts/288-the-network-is-reliable) (Kingsbury)
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49 * [The Trouble with Clocks](http://aphyr.com/posts/299-the-trouble-with-timestamps) (Kingsbury)
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50 * [Call Me Maybe: Final Thoughts](http://aphyr.com/posts/286-call-me-maybe-final-thoughts) (Kingsbury)
51 * [Getting Real About Distributed Systems Reliability](http://blog.empathybox.com/post/19574936361/getting-real-about-distributed-system-reliability) (Kreps)
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52 * [The Log: What every software engineer should know about real-time data's unifying abstraction](http://engineering.linkedin.com/distributed-systems/log-what-every-software-engineer-should-know-about-real-time-datas-unifying) (Kreps)
2e3c001 @mmcgrana Add Incident Response at Heroku, ref #14
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53 * [Incident Response at Heroku](https://blog.heroku.com/archives/2014/5/9/incident-response-at-heroku) (McGranaghan)
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54 * [On HTTP Load Testing](http://www.mnot.net/blog/2011/05/18/http_benchmark_rules) (Nottingham)
55 * [Observability at Twitter](https://blog.twitter.com/2013/observability-at-twitter) (Watson)
56 * [Stevey’s Google Platforms Rant](https://plus.google.com/112678702228711889851/posts/eVeouesvaVX) (Yegge)
57
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58 #### Presentations
59
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60 * [Design, Lessons, and Advice from Building Distributed Systems at Google](http://www.cs.cornell.edu/projects/ladis2009/talks/dean-keynote-ladis2009.pdf) (Dean)
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61 * [Service Design Best Practices](http://www.mvdirona.com/jrh/TalksAndPapers/JamesHamilton_POA20090226.pdf) (Hamilton)
62
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63 #### Books
64
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65 * [The Field Guide To Understanding Human Error](http://www.amazon.com/Field-Guide-Understanding-Human-Error/dp/0754648265) (Dekker)
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66 * [Agile Retrospectives: Making Good Teams Great](http://www.amazon.com/Agile-Retrospectives-Making-Teams-Great/dp/0977616649) (Derby et al.)
67 * [Better: A Surgeon’s Notes on Performance](http://www.amazon.com/dp/0312427654) (Gawande)
68 * [The Checklist Manifesto: How to Get Things Right](http://www.amazon.com/The-Checklist-Manifesto-ebook/dp/B0030V0PEW) (Gawande)
c0496fd @mmcgrana Add High Performance Browser Networking book
authored Apr 13, 2014
69 * [High Performance Browswer Networking](http://chimera.labs.oreilly.com/books/1230000000545/index.html) (Grigorik)
b345fc7 @mmcgrana Add Resilience Engineering in Practice, closes #5
authored Dec 30, 2013
70 * [Resilience Engineering in Practice](http://www.amazon.com/Resilience-Engineering-Practice-Ashgate-Studies/dp/1409410358/) (Hollnagel et al.)
c70a18a @mmcgrana Add Effective Monitoring and Alerting, closes #30
authored Feb 19, 2014
71 * [Effective Monitoring and Alerting](http://www.amazon.com/Effective-Monitoring-Alerting-For-Operations/dp/1449333524) (Ligus)
062e057 @mmcgrana Add Release It book, closes #41
authored May 15, 2014
72 * [Release It!: Design and Deploy Production-Ready Software](http://www.amazon.com/Release-It-Production-Ready-Pragmatic-Programmers/dp/0978739213) (Nygard)
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authored Dec 28, 2013
73 * [The Challenger Launch Decision](http://www.amazon.com/The-Challenger-Launch-Decision-Technology/dp/0226851761) (Vaughan)
ecdf86a @mmcgrana Add Managing the Unexpected, closes #22
authored Jan 12, 2014
74 * [Managing the Unexpected](http://www.amazon.com/gp/product/B004IK9U4U) (Weick and Sutcliffe)
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75
76 #### Research Groups
77
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78 * [Berkley AMP Lab](https://amplab.cs.berkeley.edu/)
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79 * [Berkeley Database Group](http://db.cs.berkeley.edu/w/)
80 * [Google Research](http://research.google.com/)
81 * [Microsoft Systems Research](http://research.microsoft.com/en-US/groups/sr/default.aspx)
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82 * [Twitter Research](https://engineering.twitter.com/research)
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83
84 #### Conferences
85
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86 * [Monitorama](http://monitorama.com/)
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87 * [Ricon](http://ricon.io/)
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88 * [Surge](http://surge.omniti.com/)
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89 * [Velocity](http://velocityconf.com/)