1. Paper Notes
  2. 1. benchmarks
    1. 1.1. 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. databases
    1. 3.1. cloudnative
      1. 3.1.1. aurora
      2. 3.1.2. taurus
    2. 3.2. columnstores vs rowstores
    3. 3.3. kv
      1. 3.3.1. rocksdb cidr17
      2. 3.3.2. wisckey
    4. 3.4. mmdb
      1. 3.4.1. mmdb overview
    5. 3.5. oltp
      1. 3.5.1. through the looking glass
      2. 3.5.2. staring into the abyss
    6. 3.6. olap
      1. 3.6.1. lakehouse
      2. 3.6.2. delta lake
      3. 3.6.3. vertica
      4. 3.6.4. duckdb
    7. 3.7. htap
      1. 3.7.1. greenplum
    8. 3.8. vector db
      1. 3.8.1. hnsw
      2. 3.8.2. ivf-hnsw
      3. 3.8.3. diskann
      4. 3.8.4. product quantization
    9. 3.9. graph db
      1. 3.9.1. kuzu
    10. 3.10. citus
    11. 3.11. optimizer
    12. 3.12. executor
      1. 3.12.1. volcano
    13. 3.13. concurrency control
      1. 3.13.1. evaluation of in-memory mvcc
    14. 3.14. cdc
      1. 3.14.1. dblog
    15. 3.15. rum conjecture
  5. 4. datalayout
    1. 4.1. cstore
    2. 4.2. cstore compression
    3. 4.3. dremel
    4. 4.4. rcfile
    5. 4.5. orc
    6. 4.6. table placement methods
  6. 5. data structures
    1. 5.1. btree family
      1. 5.1.1. bw-tree
    2. 5.2. hash table
      1. 5.2.1. linear hashing
    3. 5.3. trie family
      1. 5.3.1. art
      2. 5.3.2. hot
    4. 5.4. bitmaps
      1. 5.4.1. roaring bitmaps
    5. 5.5. skip list
    6. 5.6. bloom filter
  7. 6. distributed system
    1. 6.1. consensus
      1. 6.1.1. flp
      2. 6.1.2. paxos made simple
      3. 6.1.3. paxos made live
      4. 6.1.4. viewstamped replication
      5. 6.1.5. zab
      6. 6.1.6. paxos vs. vr vs. zab
      7. 6.1.7. raft
      8. 6.1.8. paxos vs raft
    2. 6.2. scheduler
      1. 6.2.1. borg
    3. 6.3. primary backup
    4. 6.4. chain replication
    5. 6.5. bolosky
    6. 6.6. holy grail
    7. 6.7. chandy lamport
    8. 6.8. asynchronous barrier snapshotting
    9. 6.9. zookeeper
  8. 7. filesystem
    1. 7.1. gfs
    2. 7.2. polarfs
  9. 8. llm
  10. 9. storage
    1. 9.1. kv store
      1. 9.1.1. dynamo
    2. 9.2. kudu
    3. 9.3. bluestore

论文阅读笔记

Executor

  • Volcano — An Extensible and Parallel Query Evaluation System

Optional readings

  • K Krikellas, et al. ICDE, 2010 Generating code for holistic query evaluation
  • Thomas Neumann, VLDB, 2011 Efficiently Compiling Efficient Query Plans for Modern Hardware
  • T. Kersten, et al. VLDB, 2018 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask
  • Prashanth Menon, et al. VLDB, 2017 Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last