Accurate Measurement-Based WCET Analysis in the Absence of Source and Binary Code

Amine Marref, A. Betts
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引用次数: 3

Abstract

Estimating the worst-case execution time (WCET) of real-time embedded systems is compulsory for the verification of their correct functioning. Traditionally, the WCET of a program is estimated assuming availability of the program's binary which is disassembled to reconstruct the program, and in some cases its source code to derive useful high-level execution information. However, in certain scenarios the program's owner requires that the binary of the program not be reverse-engineered to protect intellectual property, and in extreme situations, the program's binary is not available for the analysis, in which case it is substituted by program-execution traces. In this paper we show that we can obtain WCET estimates for programs based on runtime-generated or owner-provided time-stamped execution traces and without the need to access the source code or reverse-engineer the binaries of the programs. We show that we can provide very accurate WCET estimations using both integer linear programming (ILP) and constraint logic programming (CLP). Our method generates safe and tight WCET estimations for all the benchmarks used in the evaluation.
在没有源码和二进制码的情况下基于测量的WCET精确分析
估计实时嵌入式系统的最坏情况执行时间(WCET)是验证其正确功能的必要条件。传统上,程序的WCET是假设程序的二进制文件的可用性来估计的,该文件被反汇编以重建程序,在某些情况下,它的源代码可以获得有用的高级执行信息。然而,在某些情况下,程序的所有者要求不能对程序的二进制进行逆向工程以保护知识产权,在极端情况下,程序的二进制不能用于分析,在这种情况下,它被程序执行跟踪所取代。在本文中,我们展示了我们可以根据运行时生成的或所有者提供的时间戳执行跟踪来获得程序的WCET估计,而不需要访问源代码或对程序的二进制文件进行逆向工程。我们证明我们可以使用整数线性规划(ILP)和约束逻辑规划(CLP)提供非常精确的WCET估计。我们的方法为评估中使用的所有基准生成安全和严密的WCET估计。
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