From Parallel SAT to Distributed SAT

نویسنده

  • Youssef Hamadi
چکیده

This tutorial will present an overview of parallelism in SAT. It will start with a presentation of classical divide and conquer techniques, discuss their ancient origin and compare them to more recent portfolio-based algorithms. It will then present the impact of clause-sharing on their performances and discuss various strategies used to control the communication overhead. A particular technique used to control the classical diversification/intensification tradeoff will also be presented. Finally, perspectives will be given which will relate the current parallel SAT technologies to the expected evolution of computational platforms, leading to distributed SAT solving scenarios.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Dissolve: A Distributed SAT Solver based on St̊almarck’s Method

Creating an effective parallel SAT solver is known to be a challenging task. At present, the most efficient implementations of parallel SAT solvers are portfolio solvers with some heuristics to share learnt clauses. In this paper, we propose a novel approach for solving SAT problems in parallel based on the combination of traditional CDCL with St̊almarck’s method. In particular, we use a variant...

متن کامل

Dolius: A Distributed Parallel SAT Solving Framework

Over the years, parallel SAT solving becomes more and more important. However, most of state-of-the-art parallel SAT solvers are portfolio-based ones. They aim at running several times the same solver with different parameters. In this paper, we propose a tool called Dolius, mainly based on the divide and conquer paradigm. In contrast to most current parallel efficient engines, Dolius does not ...

متن کامل

A Universal Parallel SAT Checking Kernel

We present a novel approach to parallel Boolean satisfiability (SAT) checking. A distinctive feature of our parallel SAT checker is that it incorporates all essential heuristics employed by the state-of-the-art sequential SAT checking algorithm. This property makes our parallel SAT checker applicable in a wide range of different application domains. For its distributed execution a combination o...

متن کامل

HordeSat: A Massively Parallel Portfolio SAT Solver

A simple yet successful approach to parallel satisfiability (SAT) solving is to run several different (a portfolio of) SAT solvers on the input problem at the same time until one solver finds a solution. The SAT solvers in the portfolio can be instances of a single solver with different configuration settings. Additionally the solvers can exchange information usually in the form of clauses. In ...

متن کامل

Incorporating Learning in Grid-Based Randomized SAT Solving

Computational Grids provide a widely distributed computing environment suitable for randomized SAT solving. This paper develops techniques for incorporating learning, known to yield significant speed-ups in the sequential case, in such a distributed framework. The approach exploits existing state-ofthe-art clause learning SAT solvers by embedding them with virtually no modifications. We show th...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010