Cover Image

V-Rex: Real-Time Streaming Video LLM Acceleration via Dynamic KV Cache Retrieval

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kim, Donghyuk, Yang, Sejeong, Shin, Wonjin, Kim, Joo-Young
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Artificial Intelligence Hardware Architecture Computer Vision and Pattern Recognition Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Evaluation of Hardware-based Video Encoders on Modern GPUs for UHD Live-Streaming
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)

Evolution of NVENC Efficiency: A Longitudinal Analysis of HQ and UHQ Tuning Efficiency, Latency and Energy Trade-offs
by: Arunruangsirilert, Kasidis, et al.
Published: (2026)

ESSR: An 8K@30FPS Super-Resolution Accelerator With Edge Selective Network
by: Hsu, Chih-Chia, et al.
Published: (2025)

Low-complexity Scaling Methods for DCT-II Approximations
by: Coelho, D. F. G., et al.
Published: (2021)

HURRY: Highly Utilized, Reconfigurable ReRAM-based In-situ Accelerator with Multifunctionality
by: Shin, Hery, et al.
Published: (2024)

A 129FPS Full HD Real-Time Accelerator for 3D Gaussian Splatting
by: Chang, Fang-Chi, et al.
Published: (2026)

An Energy-Efficient RFET-Based Stochastic Computing Neural Network Accelerator
by: Lu, Sheng, et al.
Published: (2025)

AutoRec: Accelerating Loss Recovery for Live Streaming in a Multi-Supplier Market
by: Li, Tong, et al.
Published: (2025)

FSL-HDnn: A 40 nm Few-shot On-Device Learning Accelerator with Integrated Feature Extraction and Hyperdimensional Computing
by: Xu, Weihong, et al.
Published: (2025)

Evaluating Wi-Fi Performance for VR Streaming: A Study on Realistic HEVC Video Traffic
by: Maura, Ferran, et al.
Published: (2026)

NVM-in-Cache: Repurposing Commodity 6T SRAM Cache into NVM Analog Processing-in-Memory Engine using a Novel Compute-on-Powerline Scheme
by: Chakraborty, Subhradip, et al.
Published: (2025)

StreamGuard: Exploring a 5G Architecture for Efficient, Quality of Experience-Aware Video Conferencing
by: Cao, Xuyang, et al.
Published: (2026)

Sub-Millisecond Event-Based Eye Tracking on a Resource-Constrained Microcontroller
by: Giordano, Marco, et al.
Published: (2025)

An Efficient Architecture and High-Throughput Implementation of CCSDS-123.0-B-2 Hybrid Entropy Coder Targeting Space-Grade SRAM FPGA Technology
by: Chatziantoniou, Panagiotis, et al.
Published: (2022)

Pack my weights and run! Minimizing overheads for in-memory computing accelerators
by: Houshmand, Pouya, et al.
Published: (2024)

FPCA: Field-Programmable Pixel Convolutional Array for Extreme-Edge Intelligence
by: Yin, Zihan, et al.
Published: (2024)

Modeling the Energy Consumption of the HEVC Software Encoding Process using Processor events
by: Ramasubbu, Geetha, et al.
Published: (2024)

Opto-Atomic Spatio-Temporal Holographic Correlators for High-Speed 3D CNNs
by: Shen, Xi, et al.
Published: (2026)

Technology-Circuit-Algorithm Tri-Design for Processing-in-Pixel-in-Memory (P2M)
by: Kaiser, Md Abdullah-Al, et al.
Published: (2023)

Voltage-Controlled Magnetic Tunnel Junction based ADC-less Global Shutter Processing-in-Pixel for Extreme-Edge Intelligence
by: Kaiser, Md Abdullah-Al, et al.
Published: (2024)

ABE-VVS: Attribute-Based Encrypted Volumetric Video Streaming
by: Usmani, Mohammad Waquas, et al.
Published: (2026)

SAL-PIM: A Subarray-level Processing-in-Memory Architecture with LUT-based Linear Interpolation for Transformer-based Text Generation
by: Han, Wontak, et al.
Published: (2024)

MADRL-Based Rate Adaptation for 360° Video Streaming with Multi-Viewpoint Prediction
by: Wang, Haopeng, et al.
Published: (2024)

Field Test of 5G New Radio (NR) UL-MIMO and UL-256QAM for HD Live-Streaming
by: Arunruangsirilert, Kasidis
Published: (2025)

Optimal Short Video Ordering and Transmission Scheduling for Reducing Video Delivery Cost in Peer-to-Peer CDNs
by: Gao, Zhipeng, et al.
Published: (2026)

Performance Evaluation of Low-Latency Live Streaming of MPEG-DASH UHD video over Commercial 5G NSA/SA Network
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)

From Capture to Display: A Survey on Volumetric Video
by: Jin, Yili, et al.
Published: (2023)

Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization
by: Kim, Minsu, et al.
Published: (2025)

A CNN-Based Technique to Assist Layout-to-Generator Conversion for Analog Circuits
by: Jeong, Sungyu, et al.
Published: (2025)

Ternary-Input Binary-Weight CNN Accelerator Design for Miniature Object Classification System with Query-Driven Spatial DVS
by: Li, Yuyang, et al.
Published: (2025)

Maximizing Memory-Level Parallelism via Integrated Stochastic Logic-in-Memory Architectures
by: Razi, Farzad, et al.
Published: (2026)

CARMEN: CORDIC-Accelerated Resource-Efficient Multi-Precision Inference Engine for Deep Learning
by: Kumar, Sonu, et al.
Published: (2026)

Quality of Experience Oriented Cross-layer Optimization for Real-time XR Video Transmission
by: Pan, Guangjin, et al.
Published: (2024)

HLC: A High-Quality Lightweight Mezzanine Codec Featuring High-Throughput Palette
by: He, Chenlong, et al.
Published: (2026)

RED: Energy Optimization Framework for eDRAM-based PIM with Reconfigurable Voltage Swing and Retention-aware Scheduling
by: Kim, Jae-Young, et al.
Published: (2025)

Embedded Graph Convolutional Networks for Real-Time Event Data Processing on SoC FPGAs
by: Jeziorek, Kamil, et al.
Published: (2024)

Progressive Frame Patching for FoV-based Point Cloud Video Streaming
by: Zong, Tongyu, et al.
Published: (2023)

CAGS: Color-Adaptive Volumetric Video Streaming with Dynamic 3D Gaussian Splatting
by: Yin, Daheng, et al.
Published: (2026)

AirGS: Real-Time 4D Gaussian Streaming for Free-Viewpoint Video Experiences
by: Wang, Zhe, et al.
Published: (2025)

A Low-Power Streaming Speech Enhancement Accelerator For Edge Devices
by: Wu, Ci-Hao, et al.
Published: (2025)