A Review of Compiler Optimization Techniques and Comparative Analysis for RISC-V Software Development

T-LLM Compiler: Trusted LLM-based Code Optimization and Verification Framework

The Trusted LLM (T-LLM) Compiler is presented, which proposes an advancement in compiler technology through a collaborative effort involving high-level LLM code transformations, traditional compilers, and verification tools and facilitates iterative code optimization efforts with verification strategies that enable cor...

An Extensive Analysis of Techniques and Developments in the Progress of RISC-V Customization and Hardware/Software Co-Design

Co-designing hardware and software and customizing Reduced Instruction Set Computer-V (RISC-V) have become important strategies for maximizing computer systems' performance, adaptability, and resource efficiency. Architectural review, neural network-based partitioning, and reconfigurable array designs are some of the m...

Effect of Abstractions and Prompting Strategies on LLM-Guided High-Performance Optimizations

It is demonstrated that LLMs provided with specific optimization goals achieve better measured performance and validity rates when generating C code compared to creating computation pipelines and optimization schedules with established frameworks, suggesting that future development should explore alternative approaches...

Accelerating C/C++ Pointer Analysis via Compiler-Based Offline Simplifications

This paper explores a new perspective: applying semantic-preserving compiler optimizations directly to intermediate representation (IR) before pointer analysis, which is modular, analysis-agnostic, and easily integrates with existing tools.

Leveraging Copy-and-Patch JIT Compilation for Low-Overhead Dynamic Program Analysis

The future of computing architecture: Evaluating RISC-V’s transformative potential