1. Paper Notes
  2. 1. benchmarks
    1. 1.1. tpch-chokepoints
    2. 1.2. ssb
  3. 2. bigdata
    1. 2.1. mapreduce
    2. 2.2. nephele
    3. 2.3. dataflow model
    4. 2.4. flink
    5. 2.5. flink state management
  4. 3. compiler
  5. 4. databases
    1. 4.1. optimizer
      1. 4.1.1. overview
      2. 4.1.2. system r access path selection
      3. 4.1.3. volcano
      4. 4.1.4. cascades
    2. 4.2. executor
      1. 4.2.1. volcano
    3. 4.3. concurrency control
      1. 4.3.1. evaluation of in-memory mvcc
    4. 4.4. oltp
      1. 4.4.1. through the looking glass
      2. 4.4.2. staring into the abyss
      3. 4.4.3. system r
    5. 4.5. olap
      1. 4.5.1. lakehouse
      2. 4.5.2. delta lake
      3. 4.5.3. vertica
      4. 4.5.4. duckdb
    6. 4.6. htap
      1. 4.6.1. greenplum
    7. 4.7. cloudnative
      1. 4.7.1. aurora
      2. 4.7.2. taurus
    8. 4.8. columnstores vs rowstores
    9. 4.9. kv
      1. 4.9.1. rocksdb cidr17
      2. 4.9.2. wisckey
    10. 4.10. mmdb
      1. 4.10.1. mmdb overview
    11. 4.11. vector db
      1. 4.11.1. hnsw
      2. 4.11.2. ivf-hnsw
      3. 4.11.3. diskann
      4. 4.11.4. product quantization
    12. 4.12. graph db
      1. 4.12.1. kuzu
    13. 4.13. citus
    14. 4.14. cdc
      1. 4.14.1. dblog
    15. 4.15. rum conjecture
  6. 5. datalayout
    1. 5.1. cstore
    2. 5.2. cstore compression
    3. 5.3. dremel
    4. 5.4. rcfile
    5. 5.5. orc
    6. 5.6. table placement methods
  7. 6. data structures
    1. 6.1. btree family
      1. 6.1.1. bw-tree
    2. 6.2. hash table
      1. 6.2.1. linear hashing
    3. 6.3. trie family
      1. 6.3.1. art
      2. 6.3.2. hot
    4. 6.4. bitmaps
      1. 6.4.1. roaring bitmaps
    5. 6.5. skip list
    6. 6.6. bloom filter
  8. 7. distributed system
    1. 7.1. consensus
      1. 7.1.1. flp
      2. 7.1.2. paxos made simple
      3. 7.1.3. paxos made live
      4. 7.1.4. viewstamped replication
      5. 7.1.5. zab
      6. 7.1.6. paxos vs. vr vs. zab
      7. 7.1.7. raft
      8. 7.1.8. paxos vs raft
    2. 7.2. scheduler
      1. 7.2.1. borg
    3. 7.3. primary backup
    4. 7.4. chain replication
    5. 7.5. bolosky
    6. 7.6. holy grail
    7. 7.7. chandy lamport
    8. 7.8. asynchronous barrier snapshotting
    9. 7.9. zookeeper
  9. 8. filesystem
    1. 8.1. gfs
    2. 8.2. polarfs
  10. 9. llm
  11. 10. storage
    1. 10.1. kv store
      1. 10.1.1. dynamo
    2. 10.2. kudu
    3. 10.3. bluestore

论文阅读笔记

Online Analytical Processing

  • Lakehouse: A New Generation of Open Platforms that Unify DataWarehousing and Advanced Analytics
  • Delta Lake: HighPerformance ACID Table Storage over Cloud Object Stores
  • The Vertica Analytic Database: C-Store 7 Years Later
  • Data Management for Data Science Towards Embedded Analytics