The Silent (R)evolution of SAT

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • GpuShareSat

    Source code for GpuShareSat, a library for SAT solvers to use the GPU for clause sharing between CPU threads.

  • There is a solver that can make effective use of GPUs (shameless self-promotion): https://github.com/nicolasprevot/GpuShareSat

    It is a VERY fun work. Code entirely written by Nicolas Prevot, a magician of CUDA. Paper link here: https://comp.nus.edu.sg/~meel/Papers/sat21-psm.pdf

  • kissat

  • That is true, but there are many interesting heuristics in modern SAT solvers, such as kissat: https://github.com/arminbiere/kissat (winner for a few years now). LBD ("glues" in glucose) is one of them. Kissat is actually quite readable. More readable is CaDiCaL, also extremely fast and effective: https://github.com/arminbiere/cadical

    I personally also develop a SAT solver called CryptoMiniSat, but the above two are easier to read :)

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • cadical

    CaDiCaL SAT Solver

  • That is true, but there are many interesting heuristics in modern SAT solvers, such as kissat: https://github.com/arminbiere/kissat (winner for a few years now). LBD ("glues" in glucose) is one of them. Kissat is actually quite readable. More readable is CaDiCaL, also extremely fast and effective: https://github.com/arminbiere/cadical

    I personally also develop a SAT solver called CryptoMiniSat, but the above two are easier to read :)

  • minisat-v1.14

    MiniSat v1.14

  • For anyone who understands easier through code, I suggest:

    https://github.com/msoos/minisat-v1.14

    It's an early version of MiniSat by Niklas Eén and Niklas Sörensson. You can get the original ZIP from minisat.se, but it's easier to read from GitHub. Enjoy!

  • microsat

    microsat

  • cryptominisat

    An advanced SAT solver

  • ManySAT: http://www.cril.univ-artois.fr/~jabbour/manysat.htm

    It shares short conflict clauses between parallel solvers and achieves superlinear speedup in some cases, e.g., 4 parallel solvers solve faster than one forth of the single solver soolution time.

    Short conflict clauses are rare so there is little communication between solvers required.

    CryptoMiniSAT: https://github.com/msoos/cryptominisat

    Author's goal to have solver that is good in computing range from single CPU up to cluster. Judging from CryptoMiniSAT successes, he has mostly reached the goal.

  • CDCL.jl

    Conflict Driven Clause Learning in Julia

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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