ESEC/FSE 2020 (series) / Tool Demos /
MCBAT: A Practical Tool for Model Counting Constraints on Bounded Integer Arrays
Fri 13 Nov 2020 01:37 - 01:38 at Virtual room 2 - SAT and Synthesis
Model counting procedures for data structures are crucial for advancing the field of automated quantitative program analysis. We present a tool for Model Counting for Bounded Array Theory (MCBAT). MCBAT works on quantified integer array constraints in which all arrays have a finite length. We employ reductions from the theory of arrays to uninterpreted functions and linear integer arithmetic (LIA). Once reduced to LIA, we leverage Barvinok's polynomial time integer lattice point enumeration algorithm. Finally, we present a case study demonstrating applicability to automated quantitative program analysis. MCBAT is available for immediate use as a Docker image and the source code is freely available in our Github repository.
Fri 13 NovDisplayed time zone: (UTC) Coordinated Universal Time change
Fri 13 Nov
Displayed time zone: (UTC) Coordinated Universal Time change
01:30 - 02:00 | |||
01:30 2mTalk | AlloyMC: Alloy Meets Model Counting Tool Demos Jiayi Yang University of Texas at Austin, USA, Wenxi Wang University of Texas at Austin, USA, Darko Marinov University of Illinois at Urbana-Champaign, Sarfraz Khurshid University of Texas at Austin DOI | ||
01:32 2mTalk | HISyn: Human Learning-Inspired Natural Language Programming Research Papers Zifan Nan North Carolina State University, USA, Hui Guan North Carolina State University, USA, Xipeng Shen North Carolina State University, USA DOI | ||
01:35 1mTalk | Inductive Program Synthesis over Noisy Data Research Papers Shivam Handa Massachusetts Institute of Technology, USA, Martin C. Rinard Massachusetts Institute of Technology, USA DOI | ||
01:37 1mTalk | MCBAT: A Practical Tool for Model Counting Constraints on Bounded Integer Arrays Tool Demos Abtin Molavi Harvey Mudd College, USA, Mara Downing Harvey Mudd College, USA, Tommy Schneider Harvey Mudd College, USA, Lucas Bang Harvey Mudd College DOI | ||
01:39 1mTalk | SVMRanker: A General Termination Analysis Framework of Loop Programs via SVM Tool Demos Xie Li , Yi Li Nanyang Technological University, Yong Li Institute of Software, Chinese Academy of Sciences, Xuechao Sun Institute of Software at Chinese Academy of Sciences, China, Andrea Turrini State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Lijun Zhang Institute of Software, Chinese Academy of Sciences DOI | ||
01:41 19mTalk | Conversations on SAT and Synthesis Paper Presentations Abtin Molavi Harvey Mudd College, USA, Jiayi Yang University of Texas at Austin, USA, Lucas Bang Harvey Mudd College, Xie Li , Zifan Nan North Carolina State University, USA, Shivam Handa Massachusetts Institute of Technology, USA, M: Abhik Roychoudhury National University of Singapore, Singapore | ||