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September 10, 2025European Modern Studies JournalOpen Access

Heterogeneous Memory Systems: A Comprehensive Analysis of Hotness-Based Approaches

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Authors

PPPramod PeethambaranON Semiconductor (United States)RPRay PayagondON Semiconductor (United States)MSManish SawantNational Dairy Research Institute

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Implication

This article evaluates hotness-based approaches in memory systems, highlighting key monitoring techniques and implications.

Key Points

  • The study reveals that hotness-based memory management significantly impacts performance in heterogeneous systems.
  • Key metrics show that methodologies like PTE-scan and PMU sampling provide distinct advantages in managing memory tiers effectively.
  • This analysis utilizes various monitoring techniques to evaluate scalability, effectiveness, and specific implementation challenges encountered.
  • The findings suggest a growing trend towards hybrid solutions that blend hardware and software innovations for optimal memory management.

Cite This Study

Peethambaran et al. (2025) studied this question.

synapsesocial.com/papers/68c183f89b7b07f3a060fc49https://doi.org/10.59573/emsj.9(4).2025.120
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Also Consider

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  2. 2Online Application Guidance for Heterogeneous Memory Systems2022 · 10 citations
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