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Recommended Study Materials of Dase111

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# Recommended Study Materials
[![LICENSE](https://img.shields.io/github/license/ECNU-Starchain/RSM)](https://github.com/ECNU-Starchain/RSM/blob/main/LICENSE)
[![Docs](https://camo.githubusercontent.com/33126b4770aa6f169b2a93e75678d52647f19972fa8d205e478049966e3b1a07/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f646f63732d737461626c652d627269676874677265656e2e7376673f7374796c653d666c6174266c6f6e6743616368653d74727565)](https://github.com/ECNU-Starchain/RSM)

Study Materials Recommended by ECNU DASE Blockchain Lab

类别 | 主题 |  | Content
:-:|:-:|:-:|:-:
数据库系统 | 存储| LSM-tree 存储| [LSM-tree存储优化](https://arxiv.org/abs/1812.07527) 
-- | --| 索引| [B+-tree技术](https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.219.7269&rep=rep1&type=pdf)
-- | 查询| 数据库查询执行引擎| [火山模型,MPP](https://zhuanlan.zhihu.com/p/100949808 ) 
-- | -- |                        |                                                         
-- |--|NewSQL中数据库查询引擎| [Presto](https://prestosql.io/Presto_SQL_on_Everything.pdf), [Google F1](https://static.googleusercontent.com/media/research.google.com/zh-CN//pubs/archive/41344.pdf), [Snowflake](http://pages.cs.wisc.edu/~yxy/cs839-s20/papers/snowflake.pdf)
-- | 事务| 并发控制| [2PL, OCC, Basic Timestamp Ordering](https://www.guru99.com/dbms-concurrency-control.html), [MVCC](http://www.vldb.org/pvldb/vol10/p781-Wu.pdf)
-- | --| 日志| [日志与缓冲区策略](http://www.cs.washington.edu/education/courses/cse544/11wi/papers/franklin97.pdf), [ARIES](https://dl.acm.org/doi/10.1145/128765.128770) 
--|分布式事务 |--|[2PC](https://documentation.progress.com/output/ua/OpenEdge_latest/index.html#page/dmadm/how-the-database-engine-implements-two-phase-com.html), [Pecolator](https://research.google/pubs/pub36726/), [Vector Timestamps](https://www.cs.princeton.edu/courses/archive/fall18/cos418/docs/L4-vc.pdf), [Spanner](https://research.google/pubs/pub39966/), [非数据库层面解决方法： 消息队列， TCC](https://medium.com/@Alibaba_Cloud/breaking-the-limits-of-relational-databases-an-analysis-of-cloud-native-database-middleware-2-d3e790de0673) , [Bailis的文章](http://www.vldb.org/pvldb/vol7/p181-bailis.pdf)
--|Benchmark|--| [TPC-C, TPC-E, TPC-H, TPC-DS](http://www.tpc.org/tpcc/), 
-- |NewSQL数据库架构|云数据库|[Megastore](https://research.google/pubs/pub36971/), [Aurora](https://awsmedia.awsstatic-china.com/blog/2017/aurora-design-considerations-paper.pdf), [PolarDB](https://zhuanlan.zhihu.com/p/87934090)
--  |--|HTAP|[TiDB](http://www.vldb.org/pvldb/vol13/p3072-huang.pdf),[OB](https://github.com/oceanbase/oceanbase)
分布式系统 | 分布式存储| 文件存储 | [GFS](https://research.google.com/archive/gfs-sosp2003.pdf),[HDFS](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5496972) 
--|--| 分布式KV扩展| Dynamo,Bigtable,  Cassandra , Consistent Hashing 
--|分布式共识| Raft, ZAB| [Raft](https://raft.github.io/raft.pdf), [Zookeeper](https://www.usenix.org/legacy/events/atc10/tech/full_papers/Hunt.pdf) 
--|--| Paxos | Basic Paxos, Multi-Paxos 
--|--| E-Paxos| [E-Paxos](https://www.cs.cmu.edu/~dga/papers/epaxos-sosp2013.pdf)
--|--| PBFT | [PBFT](http://nil.csail.mit.edu/6.824/2017/papers/castro-practicalbft.pdf) 
--     |    分布式计算    |           --           | [MapReduce](https://pdos.csail.mit.edu/6.824/papers/mapreduce.pdf) 
--     |       缓存       |           --           | [Memcache](https://pdos.csail.mit.edu/6.824/papers/memcache-fb.pdf) 
--     |        --        |           --           |           [Redis](https://redis.com/whitepapers/)            
--     |        --        |           --           | [一致性模型](https://zhuanlan.zhihu.com/p/48157076)， [内存计算核心技术](https://zhuanlan.zhihu.com/p/35668651) 
实现技术  |       网络       |          RPC           |[gRPC](https://grpc.io/) 
--|--|IO复用| [一文看懂IO多路复用](https://zhuanlan.zhihu.com/p/115220699)，[事件驱动与协程](https://zhuanlan.zhihu.com/p/31410589) 
--|多线程编程|竞争与等待|
--|--|无锁技术| [lock-free data structure](https://www.cnblogs.com/lucifer1982/archive/2009/04/08/1431992.html)
--|--|锁实现| [Rethinking Lock](https://zhuanlan.zhihu.com/p/179245291)
计算机基础|书籍|--|《深入理解计算机系统》
--|--|--|《分布式系统概念》
--|--|--|《数据库系统概念》、《数据库系统实现》
--|--|--|[《数据密集型应用》](http://ddia.vonng.com/#/)
视频课程|--|--|[cmu 15-445(Intro to Database Systems)](https://15445.courses.cs.cmu.edu/fall2022/) ![rec](https://img.shields.io/badge/-Recommend-orange)
--|--|--|[cmu 15-721(Advanced Database System)](https://15721.courses.cs.cmu.edu/spring2020/)
--|--|--|[mit 6.824(Distributed Systems)](https://pdos.csail.mit.edu/6.824/) ![rec](https://img.shields.io/badge/-Recommend-orange)
--|--|--|[ucb CS61C(Machine Structures)](https://www.bilibili.com/video/BV1jy4y1E7AY)
区块链论文|--|--|[vChain](https://arxiv.org/pdf/1812.02386.pdf)
[Intel SGX](https://github.com/intel/linux-sgx)|介绍|--|[Intel SGX Explained](https://eprint.iacr.org/2016/086.pdf)
--|--|--|[SGX应用支持技术研究进展](https://www.cnki.com.cn/Article/CJFDTotal-RJXB202101007.htm)
--|--|--|[面向SGX2代新型可信执行环境的内存优化系统](http://web03.cnki.net.https.jxutcmtsg.proxy.jxutcm.edu.cn/kcms/detail/detail.aspx?filename=RJXB202206004&dbcode=LRIJ&dbname=LRITLKCJFDLAST2022&v=MTM0MjZpZmJ1Wm1GQ3ZoVWJyS055ZlRiTEc0SE5QTXFZOUZZSVIrQzM4NHpoNFhuRDBMVGcyWDJoc3hGckNVUjc=)
--|论文|实验室相关论文|[SEFrame: An SGX-enhanced Smart Contract Execution Framework for Permissioned Blockchain](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9835475)
--|--|--|[An SGX-based execution framework for smart contracts upon permissioned blockchain](https://link.springer.com/article/10.1007/s10619-022-07409-7)
--|--|--|[High-Performance Smart Contracts Concurrent Execution for Permissioned Blockchain Using SGX](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9458920)
--|--|--|[Trusted Sliding-Window Aggregation over Blockchains](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9763721)
--|--|--|[Query Authentication Using Intel SGX for Blockchain Light Clients](https://jcst.ict.ac.cn/CN/abstract/abstract2856.shtml)
--|--|--|[Authenticated Range Query Using SGX for Blockchain Light Clients](https://link.springer.com/content/pdf/10.1007/978-3-030-59419-0_19.pdf)
--|--|--|[AuthQX: Enabling Authenticated Query over Blockchain via Intel SGX](https://link.springer.com/content/pdf/10.1007/978-3-030-59419-0_45.pdf)
确定性并发控制|介绍|--|[The problems with ACID, and how to fix them without going NoSQL](https://dbmsmusings.blogspot.com/2010/08/problems-with-acid-and-how-to-fix-them.html)
--|--|--|[Distributed consistency at scale: Spanner vs. Calvin](https://dbmsmusings.blogspot.com/2017/04/distributed-consistency-at-scale.html)
--|--|--|[It’s Time to Move on from Two Phase Commit](https://dbmsmusings.blogspot.com/2019/01/its-time-to-move-on-from-two-phase.html)
--|论文|--|[The Case for Determinism in Database Systems. VLDB 2010](https://dl.acm.org/doi/10.14778/1920841.1920855)
--|--|--|[Calvin: fast distributed transactions for partitioned database systems. SIGMOD 2012](https://dl.acm.org/doi/10.1145/2213836.2213838)
--|--|--|[An Evaluation of the Advantages and Disadvantages of Deterministic Database Systems. VLDB 2014](https://dl.acm.org/doi/10.14778/2732951.2732955)
--|--|--|[Aria: A Fast and Practical Deterministic OLTP Database. VLDB 2020](http://www.vldb.org/pvldb/vol13/p2047-lu.pdf)
--|--|实验室相关论文|[SChain: A Scalable Consortium Blockchain Exploiting Intra- and Inter-Block Concurrency. VLDB 2021](https://dl.acm.org/doi/10.14778/1920841.1920855)
--|--|--|[PEEP: A Parallel Execution Engine for Permissioned Blockchain Systems. DASFAA 2021](https://link.springer.com/chapter/10.1007/978-3-030-73200-4_24)
--|--|其他|[Github相关汇总论文集](https://github.com/Maxul/Awesome-SGX-Open-Source/blob/master/Academy.md)

RSM

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