Accurate reification of complete supertype information for dynamic analysis on the JVM

Abstract

Reflective supertype information (RSI) is useful for many instrumentation-based dynamic analyses on the Java Virtual Machine (JVM). On the one hand, while such information can be obtained when performing the instrumentation within the same JVM process executing the instrumented program, in-process instrumentation severely limits the code coverage of the analysis. On the other hand, performing the instrumentation in a separate process can achieve full code coverage, but complete RSI is generally not available, often requiring expensive runtime checks in the instrumented program. Providing accurate and complete RSI in the instrumentation process is challenging because of dynamic class loading and classloader namespaces. In this paper, we present a novel technique to accurately reify complete RSI in a separate instrumentation process. We implement our technique in the dynamic analysis framework DiSL and evaluate it on a task profiler, achieving speedups of up to 45% for an analysis with full code coverage. CCS Concepts • Software and its engineering → Dynamic analysis;

Large‐scale characterization of Java streams

“…We present, Stream‐Analyzer, a new dynamic program analysis (DPA) targeting a relevant selection of metrics that allow characterizing sequential and parallel stream processing on the JVM. Stream‐Analyzer builds upon DiSL, 13‐15 a framework for the JVM to perform dynamic analysis via bytecode instrumentation. DiSL has been successfully used to build many DPAs 16‐19 targeting the Java applications.…”