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Tag: LLM Inference

  • Matterhorn Shows 1.42% Energy Reduction Via Masked Time-To-First-Spike Encoding
    Emerging Technology

    Matterhorn: 1.42% Energy Cut With Spike Encoding

    by Muhammad Rohail T.February 4, 2026
  • Profinfer Achieves 4% Performance Gain with Fine-Grained LLM Inference Profiling
    Artificial Intelligence

    LLM Profiling: Profinfer Achieves 4% Gain

    by Muhammad Rohail T.January 30, 2026
  • Rapid-serve Achieves 4.1x LLM Inference Speedup with Intra-GPU Disaggregation
    Technology News

    RAPID-Serve: 4.1x Faster LLM Inference on GPUs

    by Muhammad Rohail T.January 22, 2026
  • Tokenpowerbench Achieves LLM Inference Power Consumption Analysis, Attributing over 90% of Energy to Prefill and Decode Stages
    Artificial Intelligence

    LLM Inference: Power Use Analyzed by TokenPowerBench

    by Muhammad Rohail T.December 4, 2025
  • Dsd: Distributed Speculative Decoding Achieves 1.1x Throughput Gain with 9.7% Latency Reduction for Edge-Cloud Large Models
    Artificial Intelligence

    DSD: 1.1x Faster LLMs with 9.7% Lower Latency

    by Muhammad Rohail T.November 28, 2025
  • Beluga: CXL Architecture Achieves 7.35x Performance Boost and 89.6% Efficiency for LLM KVCache Management
    Emerging Technology

    CXL Boosts LLM KVCache Performance 7.35x

    by Muhammad Rohail T.November 26, 2025
  • T-sar Achieves 86.2x GEMV Throughput and 24.5x GEMM Speedup for CPU-Only Ternary LLM Inference
    Technology News

    T-SAR: 86.2x GEMV, 24.5x GEMM Speedup for LLMs

    by Muhammad Rohail T.November 20, 2025
  • Amd MI300X GPU Performance Analysis Demonstrates High-Performance for Large Language Models with Hundreds of Billions of Parameters
    Technology News

    MI300X GPU Excels with Large Language Models

    by Muhammad Rohail T.November 8, 2025
  • Researchers Accelerate LLM Inference with LiquidGEMM, Achieving 4.94x Speedup Via 4-bit Quantization
    Artificial Intelligence

    LLM Inference Speedup with LiquidGEMM Quantization

    by Dr. DonovanSeptember 4, 2025
  • Researchers Accelerate Arbitrary Precision Large Language Models, Overcoming Computational Limits with Novel Methods
    Artificial Intelligence

    APT-LLM Accelerates Large Language Models

    by Dr. DonovanAugust 31, 2025
  • Researchers develop GreenLLM framework to minimise GPU energy for Large Language Model inference
    Artificial Intelligence

    GreenLLM Cuts LLM Inference Energy 34%

    by Dr. DonovanAugust 25, 2025
  • MIRAGE Remaps Model Parameters to Accelerate Large Language Model Inference
    Artificial Intelligence

    MIRAGE Speeds LLM Inference with Memory Mapping

    by Dr. DonovanJuly 17, 2025
  • Qualcomm AI Accelerator Boosts Large Language Model Efficiency.
    Technology News

    Qualcomm AI Accelerator Improves LLM Efficiency

    by Dr. DonovanJuly 3, 2025
  • LLM Inference: Systems, Techniques & Challenges
    Artificial Intelligence

    LLM Inference: Systems, Techniques & Challenges

    by Dr. DonovanJuly 2, 2025
  • Local LLM Inference on Edge Accelerators: Performance and Efficiency Analysis.
    Artificial Intelligence

    LLM Inference on Jetson: Performance & Efficiency

    by Dr. DonovanJune 16, 2025
  • LLM Inference Speeds Up with CPU-GPU Scheduling
    Technology News

    LLM Inference Speeds Up with CPU-GPU Scheduling

    by Dr. DonovanJune 6, 2025
  • Ghidorah Speeds LLM Inference On-Device
    Technology News, Artificial Intelligence

    Ghidorah Speeds LLM Inference On-Device

    by Dr. DonovanJune 1, 2025
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