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  • Cooking Logics with Soufflé - Stephen Diehl
    Soufflé is an efficient Datalog engine designed for program analysis and knowledge representation In this tutorial, we'll demonstrate basic and advanced features of Soufflé, including component parameterization and algebraic data types
  • Soufflé | Soufflé • A Datalog Synthesis Tool for Static Analysis
    Rapid-prototyping for your analysis problems with logic; enabling deep design-space explorations; designed for large-scale static analysis; e g , points-to analysis for Java, taint-analysis, security checks
  • GitHub - souffle-lang souffle: Soufflé is a variant of Datalog for tool . . .
    Soufflé synthesizes a native parallel C++ program from a logic specification Cannot retrieve latest commit at this time Welcome! This is the official repository for the Soufflé language project The Soufflé language is similar to Datalog (but has terms known as records), and is frequently used as a domain-specific language for analysis problems
  • E-Graphs in Souffle IV: Its actually kind of fast this time
    Encoding E-graphs to Souffle Datalog Points out that datalog easy expressed some subproblems in equality saturation Rebuilding (congruence closure and canonicalization) is clearly some kind of fixed point operation
  • Engineering Static Analyzers with Soufflé - GitHub Pages
    Performance Gap: C++ vs Datalog On graph with 100 vertices connected by 100K randomly edges C++: 2 sec, 34 MB using Tuple = std :: array<int,2>; using Relation = std :: set<Tuple>; Relation edge , tc; edge = someSource(); tc = edge; auto delta = tc; while(!delta empty()){Relation nDelta; for( const auto t1 : delta){auto a=edge lowerbound({ t1
  • Tutorial | Soufflé • A Datalog Synthesis Tool for Static Analysis
    Datalog is a (declarative) logic-based query language, allowing the user to perform recursive queries It adopts syntax in the style of Prolog In its pure form, it is based on a decidable fragment of first-order logic (FOL)
  • Datalog for Graph Databases: A Comprehensive Guide
    Datalog is an ideal language for working with graph databases because it allows you to express complex relationships between entities in a natural and intuitive way
  • Learning Souffle - Lazymios Blog
    To understand souffle better, it’s essential to learn how souffle actually works Note, the actual meaning of edge and reachable relation is defined by us and Souffle only considers them as two relations and thus Souffle won’t really build a directed graph to solve it
  • Publications and Talks | Soufflé • A Datalog Synthesis Tool for Static . . .
    Yu Liu, Sergey Mechtaev, Pavle Subotic, Abhik Roychoudhury: Program Repair Guided by Datalog-Defined Static Analysis ESEC SIGSOFT FSE 2023: 1216-1228; (link) Samuel Arch, Xiaowen Hu, David Zhao, Pavle Subotić, and Bernhard Scholz: Building a Join Optimizer for Soufflé LOPSTR 2022: 83–102; (link)





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