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Evaluation of Baseline Methods for IDD-based SSD External Memory Search
Jun 1, 2026Yuki Suzuki, Alex FukunagaSearch Algorithms Cache
STaR-KV: Spatio-Temporal Adaptive Re-weighting for KV Cache Compression in GUI Vision-Language Models
Jun 1, 2026Yuhang Han, Wenzheng Yang, Yujie Chen +4Key-Value Cache Compression Graphics Processing Unit Memory
MomentKV: Closing the Directional Gap in KV Cache Eviction for Long-Context Inference
Jun 1, 2026Yu Li, Binxu Li, Tian LanKey-Value Cache Eviction Key-Value Cache
Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
Jun 1, 2026Bruce Changlong Xu, Adarsh Kumarappan, Mu ZhouKey-Value Cache Quantization Extreme Low-Bit Quantization
Move the Query, Not the Cache: Characterizing Cross-Instance Latent Attention Redistribution Across GPU Fabrics
May 31, 2026Bole Ma, Jan Eitzinger, Harald Köstler +1Dynamic Sparse Attention Kv-Cache Blocks
Leyline: KV Cache Directives for Agentic Inference
May 31, 2026Bole Ma, Jan Eitzinger, Harald KoestlerCache Key-Value Cache
Hybrid Verified Decoding: Learning to Allocate Verification in Speculative Decoding
May 31, 2026Xin Su, Dawid Majchrowski, Fangyuan Yu +5Speculative Decoding LLM Inference Efficiency
WaveFilter: Enhancing the Long-Context Capability of Diffusion LLMs via Wavelet-Guided KV Cache Filtering
May 30, 2026Jinnan Yang, Yan Wang, Zhen Bi +5Efficient Long-Context Inference Key-Value Cache
GRKV: Global Regression for Training-Free KV Cache Compression in Long-Context LLMs
May 29, 2026Junjie Peng, You Wu, Haoyi Wu +4Key-Value Cache Compression Key-Value Cache
CacheProbe: Auditing Prompt Cache Isolation in Gateway APIs
May 28, 2026Ryan FaheyIndirect Prompt Injection Cache
Probing the Prompt KV Cache: Where It Becomes Dispensable
May 28, 2026Vinayshekhar Bannihatti Kumar, Manoj Ghuhan Arivazhagan, Disha Makhija +1Key-Value Cache Compression Key-Value Cache
OmniMem: Scalable and Adaptive Memory Retrieval for Long Video Generation
May 28, 2026Lin Zhao, Yushu Wu, Yifan Gong +2Autoregressive Video Generation Long Video Generation
VideoMLA: Low-Rank Latent KV Cache for Minute-Scale Autoregressive Video Diffusion
May 28, 2026Hidir Yesiltepe, Jiazhen Hu, Tuna Han Salih Meral +4Multi-Head Self-Attention Key-Value Cache
Moment-KV: Momentum-Based Decode-Time KV Cache Compression for Long Generation
May 28, 2026Soumyadeep Jana, Sagar Nishad, Sanasam Ranbir SinghKey-Value Cache Compression Efficient Long-Context Inference
CIVIC: End-to-End Sequence Compactness for Efficient Vision-Language Models
May 27, 2026Fengze Yang, Bo Yu, Xuewen Luo +2Large Vision Language Models Vision Encoders
A Policy-Driven Runtime Layer for Agentic LLM Serving
May 26, 2026Rui Zhang, Chaeeun Kim, Liting HuWorkload Cache
Hurwitz Quaternion Multiplicative Quantization for KV Cache Compression
May 26, 2026Kabir Swain, Sijie Han, Daniel Karl I. Weidele +3Key-Value Cache Quantization Quantization
REVERSE: Reinforcing Evidence Verification and Search for Agentic Image geo-localization
May 26, 2026Yong Li, Furong Jia, Dacheng Yin +4Image Geolocalization Cross-View Geo-Localization
NestedKV: Nested Memory Routing for Long-Context KV Cache Compression
May 26, 2026Hong Chen, Xiang Liu, Yubo Gao +5Key-Value Cache Compression Efficient Long-Context Inference
Enabling KV Caching of Shared Prefix for Diffusion Language Models
May 26, 2026Younghun Go, Jaehoon Han, Changyong Shin +2Cache Diffusion Language Models
Stateful Inference for Low-Latency Multi-Agent Tool Calling
May 25, 2026Victor NorgrenTool Low-Latency Systems
Quantized Keys Steal Attention: Bias Correction for KV-Cache Compression in Video Diffusion
May 25, 2026Tuna Tuncer, Felix Becker, Thomas PfeilAutoregressive Video Diffusion Key-Value Cache Quantization
IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference
May 25, 2026Xintong Yang, Hao Gu, Binxing Xu +6Efficient Long-Context Inference Key-Value Cache Eviction
A Token/KV-Cache Communication Media Selection and Resource Allocation Strategy for Multi-Agent Collaboration
May 25, 2026Lipeng Dai, Luping Xiang, Kun YangWireless Resource Allocation Communication
EfficientGraph-RAG: Structured Retrieval-State Management for Cross-Task Retrieval-Augmented Generation
May 25, 2026Miaohe Niu, Lianlei Shan, Zhengtao Yu +2Hievi-Rag Cache
LearnedCache: An eBPF-Integrated Perceptron-Based Eviction Policy for the Linux Page Cache
May 25, 2026Zejia QiEviction Cache
Polynomial Context-Truncation Sensitivity in Autoregressive Language Models: Sequential Wyner-Ziv Bounds for KV Cache Compression
May 24, 2026Munsik KimKey-Value Cache Compression Autoregressive Language Models
MVR-cache: Optimizing Semantic Caching via Multi-Vector Retrieval and Learned Prompt Segmentation
May 24, 2026Ali Noshad, Zishan Zheng, Yinjun WuCache Semantic Similarity Metrics
CONF-KV: Confidence-Aware KV Cache Eviction with Mixed-Precision Storage for Long-Horizon LLM
May 24, 2026Yubo Li, Yidi MiaoKv-Cache Blocks Key-Value Cache Eviction
Interdomain Attention: Beyond Token-Level Key-Value Memory
May 23, 2026Naoki Kiyohara, Harrison Bo Hua Zhu, Riccardo El Hassanin +4Efficient Long-Context Inference Key-Value
A Simple Plug-in for Improving Eviction-Based KV Cache Compression
May 22, 2026Yuping Lin, Jiayuan Ding, Yue Xing +3Key-Value Cache Compression Eviction
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning
May 22, 2026Junzhe Yang, Xiaoyu ShenKey-Value Cache Compression Key-Value Cache
Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems
May 22, 2026Shubham Agarwal, Alexander Krentsel, Shu Liu +10Formal Verification Mock-Interface Synthesis
LCGuard: Latent Communication Guard for Safe KV Sharing in Multi-Agent Systems
May 21, 2026Sadia Asif, Mohammad Mohammadi Amiri, Momin Abbas +2Multi-Agent Systems Guard
Meta-Soft: Leveraging Composable Meta-Tokens for Context-Preserving KV Cache Compression
May 21, 2026Wei Luo, Yi Huang, Songchen Ma +3Key-Value Cache Compression Key-Value Cache
MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering
May 21, 2026Junbin Xiao, Jiajun Chen, Tianxiang Sun +2Video Question Answering Key-Value Cache Compression
ArborKV: Structure-Aware KV Cache Management for Scaling Tree-based LLM Reasoning
May 21, 2026Yeqiu Chen, Ziyan Liu, Zhenxin Huang +3Key-Value Cache Tree-Of-Thoughts
EntmaxKV: Support-Aware Decoding for Entmax Attention
May 20, 2026Gonçalo Duarte, Miguel Couceiro, Marcos V. TrevisoEfficient Long-Context Inference Dynamic Sparse Attention
OCTOPUS: Optimized KV Cache for Transformers via Octahedral Parametrization Under optimal Squared error quantization
May 20, 2026Mark Boss, Vikram Voleti, Simon Donné +1Key-Value Cache Quantization Key-Value Cache Compression
Runtime-Certified Bounded-Error Quantized Attention
May 20, 2026Dean CalverKey-Value Cache Quantization Systematic Fp16 Divergence
Head-Aware Key-Value Compression for Efficient Autoregressive Image Generation
May 20, 2026Guotao Liang, Baoquan Zhang, Zhiyuan Wen +1Autoregressive Image Generation Key-Value Cache Compression
PEEK: Context Map as an Orientation Cache for Long-Context LLM Agents
May 19, 2026Zhuohan Gu, Qizheng Zhang, Omar Khattab +1Large Language Model Agents Cache
OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond
May 19, 2026Zunhai Su, Rui Yang, Chao Zhang +11Key-Value Cache Quantization Key-Value Cache Compression
Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion
May 18, 2026Peiliang Cai, Evelyn Zhang, Jiacheng Liu +8Autoregressive Video Diffusion Keyframe Selection
KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference
May 18, 2026Jian Lin, Jiazhi Mi, Zicong Hong +5Key-Value Cache Efficient Long-Context Inference
Protection Is (Nearly) All You Need: Structural Protection Dominates Scoring in Globally Capped KV Eviction
May 18, 2026Gabriel GarciaKey-Value Cache Eviction Key-Value
OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization
May 18, 2026Zhongzhu Zhou, Donglin Zhuang, Jisen Li +4Key-Value Cache Quantization Quantization
VeriCache: Turning Lossy KV Cache into Lossless LLM Inference
May 17, 2026Jiayi Yao, Samuel Shen, Kuntai Du +7Key-Value Cache LLM Inference Efficiency
TriAxialKV: Toward Extreme Low-Precision KV-Cache Quantization for Agentic Inference Tasks
May 16, 2026Hanzhang Shen, Haoran Wu, Yiren Zhao +1Key-Value Cache Quantization LLM Inference Efficiency
ObjectCache: Layerwise Object-Storage Retrieval for KV Cache Reuse
May 16, 2026Yu Zhu, Aditya Dhakal, Yunming Xiao +2Key-Value Cache Cache
CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection
May 16, 2026Jiwon Song, Dongwon Jo, Beomseok Kang +1Prefill Efficient Long-Context Inference
Accelerating Rectified Flow Models via Trajectory-Aware Caching
May 16, 2026Xiao Liu, Kai Liu, Naiyang Guan +5Rectified Flow Denoising Trajectory
GHOST: Geometry-Hierarchical Online Streaming Token Eviction for Efficient 3D Reconstruction
May 15, 2026Leyang Chen, Junyi Wu, Zhiteng Li +13D Reconstruction Key-Value Cache
KVCapsule: Efficient Sequential KV Cache Compression for Vision-Language Models with Asymmetric Redundancy
May 14, 2026Yingbing Huang, Tharun Adithya Srikrishnan, Steven K. Reinhardt +1Key-Value Cache Compression Autoregressive Decoding
HeatKV: Head-tuned KV-cache Compression for Visual Autoregressive Modeling
May 14, 2026Jonathan Cederlund, Axel Berg, William Isaksson +3Key-Value Cache Compression Visual Autoregressive Models
CoRDS: Coreset-based Representative and Diverse Selection for Streaming Video Understanding
May 14, 2026Ailar Mahdizadeh, Puria Azadi, Muchen Li +2Key-Value Cache Compression Geometry-Aware Uncertainty Coresets
Minimal-Intervention KV Retention via Set-Conditioned Diversity
May 14, 2026Libo Sun, Po-wei Harn, Peixiong He +1Key-Value Cache Compression Cache
Self-Pruned Key-Value Attention: Learning When to Write by Predicting Future Utility
May 13, 2026Gergely Szilvasy, Manuel Faysse, Maria Lomeli +5Key-Value Cache Compression Key-Value Cache
SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference
May 13, 2026Anay Chauhan, Gurucharan Marthi Krishna Kumar, Arion Das +4Key-Value Cache Key-Value
Provable Quantization with Randomized Hadamard Transform
May 13, 2026Ying Feng, Piotr Indyk, Michael Kapralov +2Calibration-Free Low-Bit Vector Quantization Quantization

Jun 1, 2026 · cs.AIJ/K move · Enter open · S save

Evaluation of Baseline Methods for IDD-based SSD External Memory Search

Yuki Suzuki, Alex Fukunaga

The University of Tokyo

Many difficult search problems cannot be solved by algorithms such as A* using only RAM. Search algorithms which use external memory such as SSDs and HDDs with much higher capacity than RAM have been proposed in previous work, but previous work has focused on delayed duplicate detection approaches, as well as complex immediate duplicate detection (IDD) methods, and relatively simple methods for IDD have not been systematically studied. In addition, the effect of OS-level mechanisms for managing and speeding up accesses to external memory, such as page caches, has not been studied. This paper addresses these gaps in the literature by evaluating and analyzing the performance of simple baseline approaches for IDD-based A*.

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