JIT On-Stack Replacement Conditional Transition Optimization

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Solution Overview

Problem

Existing Just-In-Time (JIT) compilers for Java Virtual Machines (JVMs) make simplifying assumptions during compilation, which can lead to performance issues when these assumptions are violated at runtime, as they require additional fallback paths to handle incorrect assumptions, thereby reducing overall performance.

Innovation Solution

An information handling system identifies assumption points and violation points in a software program, propagates backwards to determine the violation points, and inserts conditional transitions at these points to handle potential violations, minimizing the number of conditional transitions and optimizing program performance.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If the JIT compiler makes simplifying assumptions during compilation to improve performance, then compilation speed and execution efficiency are improved, but additional fallback paths must be added to handle assumption violations at runtime, increasing code complexity

Engineering Contradiction:
Improvecompilation speedVSAvoidcode complexity
Core Design Contradiction:
ProductivityVSDevice complexity

Solution Approach 1:

The patent applies preliminary action by performing dataflow analysis during compilation to pre-identify assumption violation points before runtime execution. The compiler analyzes the bytecode, identifies where simplifying assumptions might be violated, and pre-prepares appropriate fallback paths at these specific locations. This approach allows the compiler to make simplifying assumptions while having predetermined recovery mechanisms ready, thus improving compilation speed without excessively increasing code complexity.

Inventive Principle:
Principle #10Preliminary action

2Reliability

If fallback paths are added to handle assumption violations at runtime, then reliability is improved, but the number of conditional transitions increases, reducing overall performance

Engineering Contradiction:
Improveruntime reliabilityVSAvoidexecution performance
Core Design Contradiction:
ReliabilityVSProductivity

Solution Approach 1:

The patent applies local quality by making the reliability improvement localized rather than universal. Instead of adding fallback paths throughout the entire program, the dataflow analysis identifies specific assumption violation points where fallbacks are actually needed. Fallback paths are inserted only at these localized points where assumptions might be violated, rather than adding them everywhere. This selective approach maintains runtime reliability where needed while minimizing the overall number of conditional transitions and their performance impact.

Inventive Principle:
Principle #3Local quality

3Reliability

If conditional transitions are inserted at all potential assumption violation points, then correctness is improved, but the overhead of monitoring and transitioning increases, reducing execution speed

Engineering Contradiction:
ImprovecorrectnessVSAvoidexecution speed
Core Design Contradiction:
ReliabilityVSSpeed

Solution Approach 1:

The patent applies partial action by inserting conditional transitions only at the minimum necessary locations identified through dataflow analysis, rather than at all potential assumption violation points. The analysis determines which assumption violation points actually require monitoring based on the control flow and data dependencies. This partial approach ensures correctness at critical points while avoiding the performance overhead of monitoring at every possible location, thus balancing correctness with execution speed.

Inventive Principle:
Principle #16Partial or excessive action

Data Source

PatentUS10891210B2Dataflow analysis to reduce the overhead of on stack replacement
Publication Date: 2021.01.12 INTERNATIONAL BUSINESS MACHINE CORPORATION
  • US10891210B2 patent drawing
  • US10891210B2 patent drawing
  • US10891210B2 patent drawing

AI summary

An approach is provided in which an information handling system selects an assumption point in a software program corresponding to a compile-time assumption made by a compiler, and selects an assumption violation point in the software program corresponding to a location at which the compile-time assumption can be violated at runtime. The information handling system propagates backwards in the software program from the assumption point and reaches the assumption violation point. The information handling system determines that the assumption point corresponds to a first method and the assumption violation point corresponds to a second method that is different from the first method, and inserts a conditional transition in the software program at the assumption violation point. The information handling system executes a compiled version of the software program that includes the conditional transition.