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Original Article

The Rust Tax: Measuring the Cost of Memory Safety and Safely Recovering What You Can

  • Paper ID 272
  • Volume 6, Issue 1
  • Pages 40-54
  • Published Online: January-February 2026
  • 46 Views
Open Access Peer Reviewed Crossref DOI

Authors

  • Milind K. Patil1

1 Syncaissa Systems Inc. USA.

Article Information

Published Online
January-February 2026
Pages
40-54
Article Type
Original Article
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Abstract

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This paper demonstrates a 16% post-compilation speed improvement for safe Rust code using a combination of complementary optimization techniques, without modifying application source code. Rust’s compile-time safety guarantees—bounds checking, ownership enforcement, UTF- 8 validation—eliminate entire categories of memory vulnerabilities but impose a measurable runtime cost. Building on Wang et al. (ASE 2022), who measured an average 1.96× slowdown across 41 benchmarks, this paper traces eight overhead categories to their origins in the Rust compiler and standard library through source-level analysis and generated assembly inspection. The paper delivers a Post-Compilation Remediation Toolkit comprising twelve optimization techniques: Profile-Guided Optimization (PGO), Link-Time Optimization (LTO), allocator re- placement (mimalloc/jemalloc), binary size reduction (strip, panic=abort), BOLT binary opti- mization, target CPU tuning, cross-language LTO, static relocation, frame pointer elimination, io_uring kernel bypass, function alignment, and huge pages. Each technique targets a different bottleneck, and the absolute gain varies by hardware, workload, and binary characteristics—what yields 2% on one machine may yield 15% on another. Critically, combining two or more com- plementary techniques produces dramatically better results than any single technique alone: on our test hardware, individual techniques yielded 2–11%, while the best three-technique combi- nation (Fat LTO + mimalloc + target-cpu=native) achieved 16%—nearly double the best single- technique result. The residual overhead represents the architecturally immutable price of mem- ory safety inherent to Rust’s design.

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