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Algorithms of Scale
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| Stream Algorithms | |
| One-Pass Heavy Hitters | |
| Deterministic | |
| Misra-Gries | |
| Lossy counting | |
| Quantile Digest | |
| Randomized | |
| Fast AMS + heap | |
| Hierarchical Fast AMS | |
| Approximate Quantiles | |
| Logarithmically Bucketed Histograms | |
| Munro-Paterson | |
| Testing | |
| QuickCheck | |
| Modeling | |
| TLA+ | |
| Consensus | |
| 2PC | |
| 3PC | |
| Virtual Synchrony | |
| Paxos | |
| ZAB | |
| Raft | |
| Replication | |
| Master-Slave | |
| Chain | |
| Gossip | |
| SWIM | |
| Data Structures | |
| CRDT | |
| Vector Clock | |
| Bloom Filter | |
| Quotient Filter | |
| Streaming Quotient Filter | |
| Judy Array | |
| B+ Tree | |
| LSM Tree | |
| Fractal Tree | |
| References | |
| http://judy.sourceforge.net/doc/shop_interm.pdf | |
| http://szl.googlecode.com/svn-history/r36/trunk/src/emitters/szlquantile.cc | |
| http://dimacs.rutgers.edu/Workshops/EAA/slides/had.pdf | |
| http://www.vldb.org/pvldb/vol6/p589-dutta.pdf |
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