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20 results for “Understanding of Processing-in-Memory systems”

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cs.ARcs.ETEmpiricalRecentJun 30, 2026

In-situ Indexing via Memristive Content-Addressable Memory

Bing Wu, Xueliang Wei, Shiyi Song, Yibo Liu +5 more

The paper introduces PATH, an in-situ indexing architecture for Processing-in-Memory systems that achieves higher throughput, lower tail latency, and fewer memory accesses than state-of-the-art scheme…

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cs.ARcs.NEphysics.app-phEmpiricalRecentJul 27, 2026

Mitigating the Impact of Retention Loss on Inference Accuracy in 65 nm Single-Poly Floating-Gate Analog In-Memory Computing

Mirko Brazzini, Giulio Filippeschi, Alessandro Catania, Sebastiano Strangio +1 more

This paper demonstrates that using circuit-level compensation techniques and batch normalization recalibration can mitigate the impact of retention loss on inference accuracy degradation in a single-p…

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cs.CRcs.ARcs.DCRecentMay 19, 2026

Taking Cryptography Out of the Data Path via Near-Memory Processing in DRAM

Nicola Barcarolo, Brahmaiah Gandham, Mohammad Sadrosadati, Roberto Passerone +2 more

This paper investigates the potential of real-world Processing-in-Memory (PIM) architectures, specifically using UPMEM, to accelerate cryptographic algorithms, demonstrating that distributing computat…

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cs.LGcs.AIcs.CLEmpiricalRecentJul 11, 2026

Context by Distinct Information: An Auditable Dirichlet-Process Working Memory for Long, Redundant Context Streams

Siddharth Pal, Viktoria Rojkova

This paper proposes a context engineering approach that scales memory with distinct information instead of tokens, using a novelty-gated cache and state-space summary.

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cs.CCcs.PFcs.PLTheoreticalRecentJun 29, 2026

The Fourth-Root Complexity of Data Movement

Chen Ding

This paper analyzes data-access cost in a memory hierarchy and shows it scales with the fourth root of data size, predicting scalability.

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cs.CLcs.AIcs.LGRecentMay 27, 2026

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems

Xinle Deng, Ruobin Zhong, Hujin Peng, Xiaoben Lu +14 more

The paper introduces MemTrace, a framework that treats LLM memory pipelines as traceable graphs to systematically diagnose and automatically correct memory-related errors, boosting performance by up t…

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cs.LGcs.AIcs.CLEmpiricalRecentJul 10, 2026

Remembering Distinct Items, Not Tokens: A Learnable Dirichlet-Process Cache Between State-Space Models and Attention

Siddharth Pal, Viktoria Rojkova

This paper proposes a sparse cache with a novel allocation rule based on DP-means clustering for deep recurrent models, achieving full associative recall with only distinct items, outperforming other…

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cs.ARcs.DCEmpiricalRecentJun 29, 2026

COSM: A Cooperative Scheduling Framework for Concurrent PIM and CPU Execution on Mobile Devices

Yilong Zhao, Fangxin Liu, Onur Mutlu, Mingyu Gao +3 more

The paper introduces COSM, a cooperative scheduling framework to facilitate concurrent operation of Processing-in-Memory (PIM) and CPU tasks on mobile platforms, improving PIM throughput by up to 2.8x…

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cs.ARcs.PFEmpiricalRecentJun 12, 2026

Extended Abstract: Re-Evaluating the Real-System Modeling Accuracy of Ramulator 2.0

F. Nisa Bostanci, Haocong Luo, Ataberk Olgun, Maria Makeenkova +3 more

The authors of Ramulator 2.0 simulator challenge the claims made in a research paper about its performance and propose best practices to avoid simulator usage errors.

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cs.PLTheoreticalRecentJul 21, 2026

Formal Verification of an Out-of-Order Multiprocessor against an In-Order Weak-Memory ISA

Janggun Lee, Jeehoon Kang

The first formal verification of an out-of-order multiprocessor against an in-order, weak-memory ISA using a core specification and mechanized proofs in Rocq.

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cs.ARcs.PFRecentMay 30, 2026

Regular-Dead on Arrival: Characterizing and Protecting Against Dead-Entry TLB Misses in GPU Microarchitectures

Shafayat Mowla Anik, Yongchan Jung, Jeeho Ryoo, Byeong Kil Lee

The paper characterizes 'dead-entry' TLB misses in GPUs, which occur when recently evicted translations are immediately re-walked, and proposes DEPOT, a Bloom filter mechanism that significantly reduc…

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cs.ARcs.AIcs.ETEmpiricalRecentJul 24, 2026

Multi-primitive in-memory computing for Monte Carlo tree search

Tergel Molom-Ochir, Benjamin F. Morris, Yintao He, Archit Gajjar +5 more

This paper introduces phase-to-primitive decomposition to enable Monte Carlo tree search (MCTS) on in-memory computing (IMC) systems, achieving significant energy efficiency and performance improvemen…

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cs.AREmpiricalRecentJul 9, 2026

CRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation

Shuo Huai, Hao Kong, Xiangzhong Luo, Shiqing Li +4 more

This paper addresses the obstacles of using Crossbar-based In-Memory Processing (IMP) accelerators for deep neural networks (DNNs) by reusing bit-shift units for multiplication, applying pruning metho…

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cs.AREmpiricalRecentJul 13, 2026

Reliable Associative Lookup in Content-Addressable Memory

Fan Li, Yanan Guo, Xin Xin

This paper introduces a new protection code design for Content Addressable Memory (CAM) to ensure reliability.

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cs.LGcs.AIRecentMay 27, 2026

Context Distillation as Latent Memory Management

Ziyang Zheng, Zeju Li, Xiangyu Wen, Jianyuan Zhong +4 more

The paper reframes context distillation as a latent memory management problem, proposing a modular framework using LoRA adapters and a Self-Gating mechanism for efficient, selective memory retrieval a…

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cs.PFcs.DCcs.OSEmpiricalRecentJun 22, 2026

LMS-AR: LMS Prediction-based Adaptive Regulator for Memory Bandwidth in Multicore Systems

Sudarshan Srinivasan, Deepak Gangadharan, Dip Goswami

This paper proposes LMS-AR, a memory bandwidth regulation mechanism for multi-core systems using a Linux kernel module with adaptive filtering for prediction and regulation.

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cs.AREmpiricalRecentJul 22, 2026

Revisiting Hardware Priority Queue Architectures

Qihang Wu, Austin Rovinski

The paper implements and evaluates several hardware priority queue architectures on modern FPGA platforms and provides a quantitative analysis.

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cs.ARRecentMay 29, 2026

A Reconfigurable Computing In-Memory Macro with Charge-sharing-based Weighted Accumulator

Junyi Yang, Shuai Dong, Zhengnan Fu, Hongyang Shang +1 more

The paper proposes a highly reconfigurable 256x128 in-memory computing array that significantly improves efficiency and performance for analog computing by introducing novel components for ADC, weight…

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