System Engineering Reading List


目标:
————–

–  普及基础理论,培养读Paper的习惯 

–  强化本领域的理解 

–  融汇贯通,理论和实际业务相结合

–  对系统进行理论提炼并逐步培养写Paper的能力


计划:
—————-

–  Overview:  What  is  a  distributed  system?  A  case  study  with  MapReduce.
    
    Reading:
        
    .  MapReduce:  https://static.googleusercontent.com/media/research.google.com/zh-CN//archive/mapreduce-osdi04.pdf

    
–  RPC  and  Threads
    
    Reading:
    
    .  RPC:  http://www.cs.wustl.edu/~schmidt/PDF/rpc4.pdf
    
    .  SEDA:    https://www.cs.cornell.edu/courses/cs614/2003sp/papers/Wel01.pdf
    
–  Local  Storage

      Reading:
      
      .  LSM:  http://www.cs.umb.edu/~poneil/lsmtree.pdf

      .  (TODO:  any  local  storage  paper  with  latest  hardware  such  as  NVME?)
  
–  Distributed  Storage

    Reading:
      
      .  GFS:  http://www.cs.cornell.edu/courses/cs614/2004sp/papers/gfs.pdf
      
      .  Dynamo:  http://cloudgroup.neu.edu.cn/papers/cloud%20data%20storage/dynamo-sosp-2007.pdf

–  Distributed  Consensus

    Reading:
    
      .  Chubby:  https://research.google.com/archive/chubby.html
      
      .  Raft:https://raft.github.io/raft.pdf
  
–  Distributed  Transaction

    Reading:
        
      .  PWV:  http://www.vldb.org/pvldb/vol10/p613-faleiro.pdf

      .  Percolator:  http://cloudgroup.neu.edu.cn/papers/model/incrprocess_osdi_2010.pdf
      
–  Graph

    Reading:
    
      .  GraphX:  https://amplab.cs.berkeley.edu/wp-content/uploads/2014/09/graphx.pdf

      .  Wukong:  https://www.usenix.org/conference/osdi16/technical-sessions/presentation/shi

–  Streaming

    Reading:
        
      .  Spark  Streaming:  https://people.csail.mit.edu/matei/papers/2013/sosp_spark_streaming.pdf

      .  Time  Stream:  https://www.microsoft.com/en-us/research/publication/timestream-reliable-stream-computation-in-the-cloud/

–  Cluster  Management  

    Reading:
    
      .  Mesos:  https://cs.stanford.edu/~matei/papers/2011/nsdi_mesos.pdf

      .  Borg:  https://pdos.csail.mit.edu/6.824/papers/borg.pdf

–  System  Reliability

    Reading:
    
      .  Design  &  deploy:  http://mvdirona.com/jrh/talksAndPapers/JamesRH_Lisa.pdf
      
      .  ErrLog:  https://www.usenix.org/system/files/conference/osdi12/osdi12-final-109.pdf
      
      .  Failure  Recovery  Be  Evil:  https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/FailureRecoveryBeEvil.pdf

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