[pl-seminar] PLDI 2015 Practice Talk


Date: Tue, 09 Jun 2015 14:59:14 -0500
From: Venkatesh Srinivasan <venk@xxxxxxxxxxx>
Subject: [pl-seminar] PLDI 2015 Practice Talk
Hi all,

I will be giving a practice talk for PLDI 2015 at 10 AM on Thursday (June 11) in CS 3310. If you are able to attend, I would very much appreciate your feedback. Please see the abstract below. The duration of the talk is 20 minutes, followed by 5 minutes for questions.

Thanks in advance! I'm not sure if all of you are subscribed to pl-seminar, so I apologize if you receive multiple copies of this email.


Title: Synthesis of Machine Code from Semantics
Time: Thursday, June 11 @ 10 AM
Location: CS 3310

Abstract:
In this paper, we present a technique to synthesize machine-code instructions from a semantic specification, given as a Quantifier-Free Bit-Vector (QFBV) logic formula. Our technique uses an instantiation of the Counter-Example Guided Inductive Synthesis (CEGIS) framework, in combination with search-space pruning heuristics to synthesize instruction-sequences. To counter the exponential cost inherent in enumerative synthesis, our technique uses a divide-and-conquer strategy to break the input QFBV formula into independent sub-formulas, and synthesize instructions for the subformulas. Synthesizers created by our technique could be used to create semantics-based binary rewriting tools such as optimizers, partial evaluators, program obfuscators/de-obfuscators, etc. Our experiments for Intelâs IA-32 instruction set show that, in comparison to our baseline algorithm, our search-space pruning heuristics reduce the synthesis time by a factor of 473, and our divide-and-conquer strategy reduces the synthesis time by a further 3 to 5 orders of magnitude.

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Thanks,
Venkatesh


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