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Added Systemantics

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I would have expected to find this in the book list here.
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@ -10,14 +10,14 @@ Read things here before you start.
- [Fallacies of Distributed Computing](http://en.wikipedia.org/wiki/Fallacies_of_distributed_computing), expect things to break, *everything*
- [Distributed systems theory for the distributed engineer](http://the-paper-trail.org/blog/distributed-systems-theory-for-the-distributed-systems-engineer/), most of the papers/books in the blog might reappear in this list again. Still a good BFS approach to distributed systems.
- [FLP Impossibility Result (paper)](https://groups.csail.mit.edu/tds/papers/Lynch/jacm85.pdf), an easier [blog post](http://the-paper-trail.org/blog/a-brief-tour-of-flp-impossibility/) to follow along
- [An Introduction to Distributed Systems](https://github.com/aphyr/distsys-class) @aphyr's excellent introduction to distributed systems
- [An Introduction to Distributed Systems](https://github.com/aphyr/distsys-class) @aphyr's excellent introduction to distributed systems
## Books
- [Distributed Systems for fun and profit](http://book.mixu.net/distsys/single-page.html) [Free]
- [Distributed Systems Principles and Paradigms, Andrew Tanenbaum](https://www.distributed-systems.net/index.php/books/ds3/) [Free with registration]
- [Scalable Web Architecture and Distributed Systems](http://www.aosabook.org/en/distsys.html) [Free]
- [Principles of Distributed Systems](http://dcg.ethz.ch/lectures/podc_allstars/lecture/podc.pdf) [Free] [ETH Zurich University]
- [Making reliable distributed systems in the presence of software errors](http://www.erlang.org/download/armstrong_thesis_2003.pdf), [Free] Joe Amstrong's (Author of Erlang) PhD thesis
- [Making reliable distributed systems in the presence of software errors](http://www.erlang.org/download/armstrong_thesis_2003.pdf), [Free] Joe Amstrong's (Author of Erlang) PhD thesis
- [Designing Data Intensive Applications](https://www.amazon.com/Designing-Data-Intensive-Applications-Reliable-Maintainable/dp/1449373321) [Amazon Link]
- [Distributed Machine Learning Patterns, Yuan Tang](https://github.com/terrytangyuan/distributed-ml-patterns), Practical patterns for scaling machine learning from your laptop to a distributed cluster
- [Distributed Computing, Hagit Attiya and Jennifer Welch](http://hagit.net.technion.ac.il/publications/dc/)
@ -26,7 +26,8 @@ Read things here before you start.
- [Designing Distributed Systems, Brendan Burns](https://azure.microsoft.com/en-us/resources/designing-distributed-systems/) [Free with registration]
- [Making Sense of Edge Computing](https://www.manning.com/books/making-sense-of-edge-computing)
- [Distributed Systems: Concepts and Design, George Coulouris](https://www.amazon.com/Distributed-Systems-Concepts-Design-5th/dp/0132143011) [Amazon Link]
- [Akka in Action, Second Edition](https://www.manning.com/books/akka-in-action-second-edition)
- [Akka in Action, Second Edition](https://www.manning.com/books/akka-in-action-second-edition)
- [Systemantics: how systems work and especially how they fail](https://openlibrary.org/books/OL4904457M/Systemantics)
## Papers
@ -39,7 +40,7 @@ Must read papers on distributed systems. While nearly *all* of Lamport's work sh
Paraphrasing @fogus from their [blog](http://blog.fogus.me/2011/09/08/10-technical-papers-every-programmer-should-read-at-least-twice/), it is very rare for a paper describing an active production system to influence the state of active research in any industry; this is one of those seminal distributed systems paper that solves the problem of a highly available and fault tolerant database in an elegant way, later paving the way for systems like Cassandra, and many other AP systems using a consistent hashing.
- [Bigtable: A Distributed Storage System for Structured Data](http://static.googleusercontent.com/media/research.google.com/en//archive/bigtable-osdi06.pdf)
- [The Google File System](http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/en/us/archive/gfs-sosp2003.pdf)
- [Cassandra: A Decentralized Structured Storage System](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.161.6751&rep=rep1&type=pdf) Inspired heavily by Dynamo, an now an open source
- [Cassandra: A Decentralized Structured Storage System](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.161.6751&rep=rep1&type=pdf) Inspired heavily by Dynamo, an now an open source
- [CRUSH: Controlled, Scalable, Decentralized Placement of Replicated Data](http://www.ssrc.ucsc.edu/Papers/weil-sc06.pdf), the algorithm for the basis of Ceph distributed storage system, for the architecture itself read [RADOS](http://ceph.com/papers/weil-rados-pdsw07.pdf)
### Messaging systems
@ -55,10 +56,10 @@ Paraphrasing @fogus from their [blog](http://blog.fogus.me/2011/09/08/10-technic
- [The Chubby Lock Service for loosely coupled distributed systems](http://static.googleusercontent.com/media/research.google.com/en//archive/chubby-osdi06.pdf) Google's lock service used for loosely coupled distributed systems. Sort of Paxos as a Service for building other distributed systems. Primary inspiration behind other Service Discovery & Coordination tools like Zookeeper, etcd, Consul etc.
- [Paxos made live - An engineering perspective](http://research.google.com/archive/paxos_made_live.html) Google's learning while implementing systems atop of Paxos. Demonstrates various practical issues encountered while implementing a theoretical concept.
- [Raft Consensus Algorithm](https://raftconsensus.github.io/) An alternative to Paxos for distributed consensus, that is much simpler to understand. Do checkout an [interesting visualization of raft](http://thesecretlivesofdata.com/raft/)
- [Conflict-free Replicated Data Types](https://pages.lip6.fr/Marc.Shapiro/papers/RR-7687.pdf) presents an approach for Strong Eventual Consistency which as been applied in projects such as [Riak](http://basho.com/products/riak-kv/), [Redis](https://redis.io/) and [Akka](https://akka.io/). A great talk on the subject by Martin Kleppmann can be found [here](https://www.youtube.com/watch?v=B5NULPSiOGw)
- [Conflict-free Replicated Data Types](https://pages.lip6.fr/Marc.Shapiro/papers/RR-7687.pdf) presents an approach for Strong Eventual Consistency which as been applied in projects such as [Riak](http://basho.com/products/riak-kv/), [Redis](https://redis.io/) and [Akka](https://akka.io/). A great talk on the subject by Martin Kleppmann can be found [here](https://www.youtube.com/watch?v=B5NULPSiOGw)
### Testing, monitoring and tracing
While designing distributed systems are hard enough, testing them is even harder.
While designing distributed systems are hard enough, testing them is even harder.
- [Dapper](https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/36356.pdf), Google's large scale distributed-systems tracing infrastructure, this was also the basis for the design of open source projects such as [Zipkin](http://zipkin.io/), [Apache SkyWalking](https://github.com/apache/incubator-skywalking), [Pinpoint](https://github.com/naver/pinpoint) and [HTrace](http://htrace.incubator.apache.org/).
### Programming Models
@ -98,7 +99,7 @@ While designing distributed systems are hard enough, testing them is even harder
- [Turing Lecture: The Computer Science of Concurrency: The Early Years](http://cacm.acm.org/magazines/2015/6/187316-turing-lecture-the-computer-science-of-concurrency/fulltext), An article by Leslie Lamport on concurrency
- [The Paper Trail](http://the-paper-trail.org/blog/tag/distributed-systems/) blog, a very readable blog covering various aspects of distributed systems
- [aphyr](https://aphyr.com/tags/Distributed-Systems), Posts on [jepsen](https://github.com/aphyr/jepsen) series are pretty awesome
- [All Things Distributed](http://www.allthingsdistributed.com/) - Wernel Vogel's (Amazon CTO) blog on distributed systems
- [All Things Distributed](http://www.allthingsdistributed.com/) - Wernel Vogel's (Amazon CTO) blog on distributed systems
- [Distributed Systems: Take Responsibility for Failover](http://ivolo.me/distributed-systems-take-responsibility-for-failover/)
- [The C10K problem](http://www.kegel.com/c10k.html)
- [On Designing and Deploying Internet-Scale Services](http://static.usenix.org/event/lisa07/tech/full_papers/hamilton/hamilton_html/)
@ -119,7 +120,7 @@ Other lists like this one
- [Distributed Systems meta list](https://gist.github.com/macintux/6227368)
- [List of required readings for Distributed Systems](http://www.andrew.cmu.edu/course/15-749/READINGS/required/) Part of CMU's Engineering Distributed Systems course
- [The Distributed Reader](http://reiddraper.github.io/distreader/)
- [A Distributed Systems Reading List](https://dancres.github.io/Pages/), A collection of material, mostly papers on Distributed Systems Theory as well as seminal industry papers
- [Distributed Systems Readings](https://henryr.github.io/distributed-systems-readings/), A comprehensive list of online courses related to distributed systems
- [A Distributed Systems Reading List](https://dancres.github.io/Pages/), A collection of material, mostly papers on Distributed Systems Theory as well as seminal industry papers
- [Distributed Systems Readings](https://henryr.github.io/distributed-systems-readings/), A comprehensive list of online courses related to distributed systems
- [Awesome Distributed Consensus](https://github.com/dgryski/awesome-consensus), Another list of materials on distributed consensus protocols