Performance

Authors and titles for April 2025

[1] arXiv:2504.00002 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: Are We There Yet? A Measurement Study of Efficiency for LLM Applications on Mobile Devices Show Chinese title

Title: 我们到了吗？ 移动设备上LLM应用程序效率的测量研究

Xiao Yan, Yi Ding

Subjects: Performance (cs.PF) ; Artificial Intelligence (cs.AI) ; Human-Computer Interaction (cs.HC) ; Networking and Internet Architecture (cs.NI)

[2] arXiv:2504.01052 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: Analyzing homogenous and heterogeneous multi-server queues via neural networks Show Chinese title

Title: 通过神经网络分析齐次和非齐次多服务器队列

Eliran Sherzer

Subjects: Performance (cs.PF) ; Machine Learning (cs.LG) ; Probability (math.PR)

[3] arXiv:2504.06443 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: cuTeSpMM: Accelerating Sparse-Dense Matrix Multiplication using GPU Tensor Cores Show Chinese title

Title: cuTeSpMM：使用GPU张量核心加速稀疏-密集矩阵乘法

Lizhi Xiang, Omid Asudeh, Gerald Sabin, Aravind Sukumaran-Rajam, P. Sadayappan

Subjects: Performance (cs.PF)

[4] arXiv:2504.07042 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: Towards a Higher Roofline for Matrix-Vector Multiplication in Matrix-Free HOSFEM Show Chinese title

Title: 面向无矩阵HOSFEM中矩阵-向量乘法的更高屋顶线

Zijian Cao, Qiao Sun, Tiangong Zhang, Huiyuan Li

Comments: 11 pages, 10 figures, 6 tables

Subjects: Performance (cs.PF) ; Mathematical Software (cs.MS)

[5] arXiv:2504.08094 (cross-list from cs.PF) [cn-pdf, pdf, other]

Title: Improving Multiresource Job Scheduling with Markovian Service Rate Policies Show Chinese title

Title: 基于马尔可夫服务率策略的多资源作业调度优化

Zhongrui Chen, Isaac Grosof, Benjamin Berg

Comments: Should be a replacement of arXiv:2412.08915 instead of a new submission

Subjects: Performance (cs.PF)

[6] arXiv:2504.10622 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: Improving Upon the generalized c-mu rule: a Whittle approach Show Chinese title

Title: 改进广义c-μ规则：一种Whittle方法

Zhouzi Li, Keerthana Gurushankar, Mor Harchol-Balter, Alan Scheller-Wolf

Subjects: Performance (cs.PF)

[7] arXiv:2504.10692 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: PlantD: Performance, Latency ANalysis, and Testing for Data Pipelines -- An Open Source Measurement, Testing, and Simulation Framework Show Chinese title

Title: PlantD：性能、延迟分析和数据管道测试 - 一个开源的测量、测试和仿真框架

Christopher Bogart, Rajeev Chhajer, Baljit Singh, Tony Fontana, Majd Sakr

Comments: 13 pages, 8 figures

Subjects: Performance (cs.PF) ; Distributed, Parallel, and Cluster Computing (cs.DC)

[8] arXiv:2504.10996 (cross-list from cs.PF) [cn-pdf, pdf, other]

Title: Denoising Application Performance Models with Noise-Resilient Priors Show Chinese title

Title: 基于噪声鲁棒先验的去噪应用性能模型

Gustavo de Morais, Alexander Geiß, Alexandru Calotoiu, Gregor Corbin, Ahmad Tarraf, Torsten Hoefler, Bernd Mohr, Felix Wolf

Subjects: Performance (cs.PF) ; Distributed, Parallel, and Cluster Computing (cs.DC)

[9] arXiv:2504.15377 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Show Chinese title

Title: SCALE-Sim v3：一种模块化的周期精确的脉动加速器模拟器用于端到端系统分析

Ritik Raj, Sarbartha Banerjee, Nikhil Chandra, Zishen Wan, Jianming Tong, Ananda Samajdar, Tushar Krishna

Subjects: Performance (cs.PF) ; Hardware Architecture (cs.AR)

[10] arXiv:2504.16469 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: Closed-form analysis of Multi-RIS Reflected Signals in RIS-Aided Networks Using Stochastic Geometry Show Chinese title

Title: 基于随机几何的RIS辅助网络中多RIS反射信号的闭式分析

Guodong Sun, Francois Baccelli

Comments: Accepted for the SpaSWiN 2025 workshop

Subjects: Performance (cs.PF) ; Information Theory (cs.IT)

[11] arXiv:2504.17883 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: PowerSensor3: A Fast and Accurate Open Source Power Measurement Tool Show Chinese title

Title: PowerSensor3：一种快速准确的开源功耗测量工具

Steven van der Vlugt, Leon Oostrum, Gijs Schoonderbeek, Ben van Werkhoven, Bram Veenboer, Krijn Doekemeijer, John W. Romein

Comments: International Symposium on Performance Analysis of Systems and Software (ISPASS-2025) May 11-13, 2025, Ghent, Belgium

Subjects: Performance (cs.PF) ; Instrumentation and Methods for Astrophysics (astro-ph.IM)

[12] arXiv:2504.18047 (cross-list from cs.PF) [cn-pdf, pdf, other]

Title: Spatiotemporal Analysis of Parallelized Computing at the Extreme Edge Show Chinese title

Title: 极端边缘并行计算的时空分析

Yasser Nabil, Mahmoud Abdelhadi, Sameh Sorour, Hesham ElSawy, Sara A. Elsayed, Hossam S. Hassanein

Subjects: Performance (cs.PF) ; Information Theory (cs.IT)

[13] arXiv:2504.19069 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: Performance Analysis of OpenVPN on a Consumer Grade Router Show Chinese title

Title: 消费级路由器上 OpenVPN 的性能分析

Michael J. Hall (Washington University in St. Louis)

Comments: 11 pages, 3 figures. Survey paper for CSE 567M (Computer Systems Analysis), Washington University in St. Louis, Nov. 24, 2008. Original version available at www.cse.wustl.edu/~jain/cse567-08/ftp/ovpn/index.html

Subjects: Performance (cs.PF) ; Networking and Internet Architecture (cs.NI)

[14] arXiv:2504.19171 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: GPU-Accelerated Parallel Selected Inversion for Structured Matrices Using sTiles Show Chinese title

Title: 基于sTiles的结构矩阵并行选择性逆运算的GPU加速

Esmail Abdul Fattah, Hatem Ltaief, Havard Rue, David Keyes

Subjects: Performance (cs.PF) ; Computation (stat.CO)

[15] arXiv:2504.20048 (cross-list from cs.PF) [cn-pdf, pdf, other]

Title: Flowshop Machine Scheduling: Markov Modeling, Optimal Schedules and Heuristics Show Chinese title

Title: 流水车间机器调度：马尔可夫建模、最优调度和启发式算法

Samah A. M. Ghanem

Subjects: Performance (cs.PF) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Probability (math.PR)

[16] arXiv:2504.20348 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices Show Chinese title

Title: CarbonCall：面向边缘设备大型语言模型的可持续性感知函数调用

Varatheepan Paramanayakam, Andreas Karatzas, Iraklis Anagnostopoulos, Dimitrios Stamoulis

Subjects: Performance (cs.PF) ; Artificial Intelligence (cs.AI) ; Systems and Control (eess.SY)

[17] arXiv:2504.20387 (cross-list from cs.PF) [cn-pdf, pdf, html, other]

Title: DEER: Deep Runahead for Instruction Prefetching on Modern Mobile Workloads Show Chinese title

Title: DEER：面向现代移动工作负载的深度预取指令预取技术

Parmida Vahdatniya, Julian Humecki, Henry Kao, Tony Li, Ali Sedaghati, Fang Su, Ruoyu Zhou, Alex Bi, Reza Azimi, Maziar Goudarzi

Comments: 13 pages

Subjects: Performance (cs.PF) ; Hardware Architecture (cs.AR)

[18] arXiv:2504.00001 (cross-list from cs.DB) [cn-pdf, pdf, html, other]

Title: HistogramTools for Efficient Data Analysis and Distribution Representation in Large Data Sets Show Chinese title

Title: HistogramTools用于高效数据分析和大型数据集中的分布表示

Shubham Malhotra

Comments: 8 pages, 6 figures, 1 table

Subjects: Databases (cs.DB) ; Performance (cs.PF)

[19] arXiv:2504.00518 (cross-list from eess.SY) [cn-pdf, pdf, html, other]

Title: Carbon and Reliability-Aware Computing for Heterogeneous Data Centers Show Chinese title

Title: 面向异构数据中心的碳意识和可靠性计算

Yichao Zhang, Yubo Song, Subham Sahoo

Comments: The manuscript has been submitted for review to IEEE Transactions on Smart Grid

Subjects: Systems and Control (eess.SY) ; Computational Engineering, Finance, and Science (cs.CE) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Performance (cs.PF)

[20] arXiv:2504.01266 (cross-list from cs.DC) [cn-pdf, pdf, html, other]

Title: GigaAPI for GPU Parallelization Show Chinese title

Title: 面向GPU并行化的GigaAPI

M. Suvarna, O. Tehrani

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC) ; Hardware Architecture (cs.AR) ; Performance (cs.PF)

[21] arXiv:2504.02207 (cross-list from math.PR) [cn-pdf, pdf, html, other]

Title: Finite-Time Behavior of Erlang-C Model: Mixing Time, Mean Queue Length and Tail Bounds Show Chinese title

Title: Erlang-C模型的有限时间行为：混合时间、平均队列长度和尾部界限

Hoang Huy Nguyen, Sushil Mahavir Varma, Siva Theja Maguluri

Comments: 60 pages, accepted to ACM SIGMETRICS 2025

Subjects: Probability (math.PR) ; Performance (cs.PF)

[22] arXiv:2504.02364 (cross-list from cs.DC) [cn-pdf, pdf, html, other]

Title: SProBench: Stream Processing Benchmark for High Performance Computing Infrastructure Show Chinese title

Title: SProBench：高性能计算基础设施的流处理基准

Apurv Deepak Kulkarni, Siavash Ghiasvand

Comments: 14 pages, 8 figures, 1 table

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC) ; Performance (cs.PF)

[23] arXiv:2504.02632 (cross-list from quant-ph) [cn-pdf, pdf, other]

Title: A Scalable Synthesis Algorithm for Reversible Functions Show Chinese title

Title: 可逆函数的可扩展合成算法

Moein Sarvaghad-Moghaddam, Morteza Saheb Zamani, Mehdi Sedighi

Subjects: Quantum Physics (quant-ph) ; Emerging Technologies (cs.ET) ; Performance (cs.PF)

[24] arXiv:2504.02884 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Enhancing Traffic Sign Recognition On The Performance Based On Yolov8 Show Chinese title

Title: 基于 YOLOv8 的交通标志识别性能提升

Baba Ibrahim, Zhou Kui (Hubei University of Automotive Technology and Hubei University of Automotive Technology)

Comments: 27 Pages, 6 Figures, 10 Tables and 20 References

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Performance (cs.PF)

[25] arXiv:2504.03415 (cross-list from cs.GR) [cn-pdf, pdf, html, other]

Title: NeRFlex: Resource-aware Real-time High-quality Rendering of Complex Scenes on Mobile Devices Show Chinese title

Title: NeRFlex：移动设备上资源感知的实时高质量复杂场景渲染

Zhe Wang, Yifei Zhu

Comments: This paper is accepted by 45th IEEE International Conference on Distributed Computing Systems (ICDCS 2025)

Subjects: Graphics (cs.GR) ; Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG) ; Multimedia (cs.MM) ; Performance (cs.PF)

[26] arXiv:2504.03632 (cross-list from cs.DC) [cn-pdf, pdf, html, other]

Title: Performance Analysis of HPC applications on the Aurora Supercomputer: Exploring the Impact of HBM-Enabled Intel Xeon Max CPUs Show Chinese title

Title: Aurora超级计算机上HPC应用程序的性能分析：探索启用HBM的Intel Xeon Max CPU的影响

Huda Ibeid, Vikram Narayana, Jeongnim Kim, Anthony Nguyen, Vitali Morozov, Ye Luo

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC) ; Hardware Architecture (cs.AR) ; Performance (cs.PF)

[27] arXiv:2504.03683 (cross-list from cs.DC) [cn-pdf, pdf, html, other]

Title: THAPI: Tracing Heterogeneous APIs Show Chinese title

Title: THAPI：追踪异构API

Solomon Bekele (1), Aurelio Vivas (2), Thomas Applencourt (1), Servesh Muralidharan (1), Bryce Allen (1), Kazutomo Yoshiiinst (1), Swann Perarnau (1), Brice Videau (1) ((1) Argonne National Laboratory, (2) University De Los Andes - Colombia)

Comments: 15 pages, 11 figures

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC) ; Performance (cs.PF)

[28] arXiv:2504.03697 (cross-list from cs.DC) [cn-pdf, pdf, html, other]

Title: cfdSCOPE: A Fluid-Dynamics Proxy App for Teaching Performance Engineering Show Chinese title

Title: cfdSCOPE：用于教学性能工程的流体力学代理应用程序

Peter Arzt, Sebastian Kreutzer, Tim Jammer, Christian Bischof

Comments: 8 pages, 4 figures, 1 table

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC) ; Computational Engineering, Finance, and Science (cs.CE) ; Performance (cs.PF)

[29] arXiv:2504.04241 (cross-list from cs.DC) [cn-pdf, pdf, html, other]

Title: oneDAL Optimization for ARM Scalable Vector Extension: Maximizing Efficiency for High-Performance Data Science Show Chinese title

Title: ARM可伸缩向量扩展的一DAL优化：最大化高性能数据科学的效率

Chandan Sharma, Rakshith GB, Ajay Kumar Patel, Dhanus M Lal, Darshan Patel, Ragesh Hajela, Masahiro Doteguchi, Priyanka Sharma

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC) ; Artificial Intelligence (cs.AI) ; Performance (cs.PF)

[30] arXiv:2504.05346 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Thanos: A Block-wise Pruning Algorithm for Efficient Large Language Model Compression Show Chinese title

Title: 灭霸：一种用于高效大型语言模型压缩的块级剪枝算法

Ivan Ilin, Peter Richtarik

Comments: 8 pages, 3 Figures, 3 Tables, 2 Algorithms, paper comes with Appendix

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL) ; Performance (cs.PF)

[31] arXiv:2504.06813 (cross-list from cs.AR) [cn-pdf, pdf, html, other]

Title: Introducing the Arm-membench Throughput Benchmark Show Chinese title

Title: 介绍Arm-membench吞吐量基准测试

Cyrill Burth, Markus Velten, Robert Schöne

Comments: 14 pages, 6 figures, published in Parallel Processing and Applied Mathematics (PPAM 2024), see https://doi.org/10.1007/978-3-031-85697-6_7

Journal-ref: Parallel Processing and Applied Mathematics. PPAM 2024. Lecture Notes in Computer Science, vol 15579. Springer, Cham

Subjects: Hardware Architecture (cs.AR) ; Performance (cs.PF)

[32] arXiv:2504.08624 (cross-list from eess.AS) [cn-pdf, pdf, html, other]

Title: TorchFX: A modern approach to Audio DSP with PyTorch and GPU acceleration Show Chinese title

Title: TorchFX：使用 PyTorch 和 GPU 加速的现代音频 DSP 方法

Matteo Spanio, Antonio Rodà

Comments: Submitted to DAFx 2025

Subjects: Audio and Speech Processing (eess.AS) ; Performance (cs.PF) ; Sound (cs.SD) ; Signal Processing (eess.SP)

[33] arXiv:2504.09365 (cross-list from quant-ph) [cn-pdf, pdf, html, other]

Title: Identifying Protein Co-regulatory Network Logic by Solving B-SAT Problems through Gate-based Quantum Computing Show Chinese title

Title: 通过基于门的量子计算求解B-SAT问题来识别蛋白质共调控网络逻辑

Aspen Erlandsson Brisebois, Jason Broderick, Zahed Khatooni, Heather L. Wilson, Steven Rayan, Gordon Broderick

Comments: 9 pages, 6 figures, 4 tables; submitted to Quantum Applications Track (QAPP) of IEEE Quantum Week 2025 (QCE25) as submission no. 209; v2 accepted by QCE25 for presentation / publication

Subjects: Quantum Physics (quant-ph) ; Molecular Networks (q-bio.MN)

[34] arXiv:2504.10535 (cross-list from cs.SE) [cn-pdf, pdf, html, other]

Title: Where Should I Deploy My Contracts? A Practical Experience Report Show Chinese title

Title: 我的合约应该部署在哪里？ 一份实践经验报告

Cătălina Lazăr, Gabriela Secrieru, Emanuel Onica

Comments: Accepted for the 5th International Workshop on Distributed Infrastructure for Common Good, DICG 2025, part of 2025 IEEE 45th International Conference on Distributed Computing Systems Workshops (ICDCSW); Copyright is with IEEE

Subjects: Software Engineering (cs.SE) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Performance (cs.PF)

[35] arXiv:2504.11482 (cross-list from cs.CV) [cn-pdf, pdf, html, other]

Title: snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing Show Chinese title

Title: snnTrans-DHZ：一种用于水下图像去雾的轻量级脉冲神经网络架构

Vidya Sudevan, Fakhreddine Zayer, Rizwana Kausar, Sajid Javed, Hamad Karki, Giulia De Masi, Jorge Dias

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Artificial Intelligence (cs.AI) ; Performance (cs.PF) ; Robotics (cs.RO) ; Image and Video Processing (eess.IV)

[36] arXiv:2504.11652 (cross-list from cs.DS) [cn-pdf, pdf, other]

Title: Engineering MultiQueues: Fast Relaxed Concurrent Priority Queues Show Chinese title

Title: 工程多队列：快速松弛的并发优先队列

Marvin Williams, Peter Sanders

Comments: 40 pages, extended journal version of arXiv:2107.01350

Subjects: Data Structures and Algorithms (cs.DS) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Performance (cs.PF)

[37] arXiv:2504.11716 (cross-list from math.NA) [cn-pdf, pdf, html, other]

Title: A Technical Survey of Sparse Linear Solvers in Electronic Design Automation Show Chinese title

Title: 电子设计自动化中的稀疏线性求解器技术调查

Nityanand Rai

Subjects: Numerical Analysis (math.NA) ; Performance (cs.PF)

[38] arXiv:2504.11750 (cross-list from cs.DC) [cn-pdf, pdf, html, other]

Title: Characterizing and Optimizing LLM Inference Workloads on CPU-GPU Coupled Architectures Show Chinese title

Title: 表征和优化在CPU-GPU耦合架构上的LLM推理工作负载

Prabhu Vellaisamy, Thomas Labonte, Sourav Chakraborty, Matt Turner, Samantika Sury, John Paul Shen

Comments: Accepted for ISPASS 2025

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC) ; Artificial Intelligence (cs.AI) ; Hardware Architecture (cs.AR) ; Performance (cs.PF)

[39] arXiv:2504.11826 (cross-list from cs.SE) [cn-pdf, pdf, html, other]

Title: When Should I Run My Application Benchmark?: Studying Cloud Performance Variability for the Case of Stream Processing Applications Show Chinese title

Title: 何时运行我的应用程序基准测试？ : 对流处理应用程序的云性能变化进行研究

Sören Henning, Adriano Vogel, Esteban Perez-Wohlfeil, Otmar Ertl, Rick Rabiser

Comments: 33rd ACM International Conference on the Foundations of Software Engineering (FSE 2025), Industry Track

Subjects: Software Engineering (cs.SE) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Performance (cs.PF)

[40] arXiv:2504.12087 (cross-list from cs.DC) [cn-pdf, pdf, html, other]

Title: Extrae.jl: Julia bindings for the Extrae HPC Profiler Show Chinese title

Title: Extrae.jl：Extrae HPC分析器的Julia绑定

Sergio Sanchez-Ramirez, Mosè Giordano

Comments: 5 pages, in review process for the JuliaCon 2024 proceedings

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC) ; Performance (cs.PF)

[41] arXiv:2504.12471 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: You Don't Need All Attentions: Distributed Dynamic Fine-Tuning for Foundation Models Show Chinese title

Title: 你不需要全部关注：基础模型的分布式动态微调

Shiwei Ding, Lan Zhang, Zhenlin Wang, Giuseppe Ateniese, Xiaoyong Yuan

Subjects: Machine Learning (cs.LG) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Performance (cs.PF)

[42] arXiv:2504.15021 (cross-list from cs.DC) [cn-pdf, pdf, other]

Title: Is Intelligence the Right Direction in New OS Scheduling for Multiple Resources in Cloud Environments? Show Chinese title

Title: 智能是云环境中多资源新操作系统调度的正确方向吗？

Xinglei Dou, Lei Liu, Limin Xiao

Comments: 25 pages, 14 figures, to be published in ACM Transactions on Storage

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC) ; Machine Learning (cs.LG) ; Performance (cs.PF)

[43] arXiv:2504.15199 (cross-list from cs.CV) [cn-pdf, pdf, html, other]

Title: Zero-Shot, But at What Cost? Unveiling the Hidden Overhead of MILS's LLM-CLIP Framework for Image Captioning Show Chinese title

Title: 零样本，但代价是什么？ 揭示MILS的LLM-CLIP框架用于图像描述中的隐藏开销

Yassir Benhammou, Alessandro Tiberio, Gabriel Trautmann, Suman Kalyan

Comments: 9 pages, 2 tables, 1 figure

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG) ; Performance (cs.PF)

[44] arXiv:2504.17918 (cross-list from cs.DS) [cn-pdf, pdf, other]

Title: PHast -- Perfect Hashing made fast Show Chinese title

Title: PHast -- 快速的完美哈希

Piotr Beling, Peter Sanders

Comments: A new variant called PHast+ has been added and the title has been changed. Previous title: PHast - Perfect Hashing with fast evaluation

Subjects: Data Structures and Algorithms (cs.DS) ; Databases (cs.DB) ; Performance (cs.PF)

[45] arXiv:2504.18583 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: PARD: Accelerating LLM Inference with Low-Cost PARallel Draft Model Adaptation Show Chinese title

Title: PARD：使用低成本并行草稿模型适配加速LLM推理

Zihao An, Huajun Bai, Ziqiong Liu, Dong Li, Emad Barsoum

Comments: 15 pages, 6 figures

Subjects: Machine Learning (cs.LG) ; Performance (cs.PF)

[46] arXiv:2504.19093 (cross-list from cs.CR) [cn-pdf, pdf, html, other]

Title: CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges Show Chinese title

Title: CipherBank：通过密码学挑战探索LLM推理能力的边界

Yu Li, Qizhi Pei, Mengyuan Sun, Honglin Lin, Chenlin Ming, Xin Gao, Jiang Wu, Conghui He, Lijun Wu

Comments: Work in progress

Subjects: Cryptography and Security (cs.CR) ; Artificial Intelligence (cs.AI) ; Performance (cs.PF)

[47] arXiv:2504.19283 (cross-list from cs.DC) [cn-pdf, pdf, html, other]

Title: Efficient Serverless Cold Start: Reducing Library Loading Overhead by Profile-guided Optimization Show Chinese title

Title: 高效的无服务器冷启动：通过基于配置文件的优化减少库加载开销

Syed Salauddin Mohammad Tariq, Ali Al Zein, Soumya Sripad Vaidya, Arati Khanolkar, Zheng Song, Probir Roy

Comments: Accepted for publication at the 45th IEEE International Conference on Distributed Computing Systems (ICDCS 2025)

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC) ; Performance (cs.PF)

[48] arXiv:2504.19323 (cross-list from cs.AR) [cn-pdf, pdf, html, other]

Title: NSFlow: An End-to-End FPGA Framework with Scalable Dataflow Architecture for Neuro-Symbolic AI Show Chinese title

Title: NSFlow：一种用于神经符号AI的可扩展数据流架构的端到端FPGA框架

Hanchen Yang, Zishen Wan, Ritik Raj, Joongun Park, Ziwei Li, Ananda Samajdar, Arijit Raychowdhury, Tushar Krishna

Comments: 2025 IEEE/ACM Design Automation Conference (DAC)

Subjects: Hardware Architecture (cs.AR) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG) ; Performance (cs.PF)

[49] arXiv:2504.20176 (cross-list from quant-ph) [cn-pdf, pdf, html, other]

Title: Network-Aware Scheduling for Remote Gate Execution in Quantum Data Centers Show Chinese title

Title: 网络感知调度在量子数据中心中的远程门执行

Shahrooz Pouryousef, Reza Nejabati, Don Towsley, Ramana Kompella, Eneet Kaur

Subjects: Quantum Physics (quant-ph) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Networking and Internet Architecture (cs.NI) ; Performance (cs.PF)

[50] arXiv:2504.20610 (cross-list from cs.IR) [cn-pdf, pdf, html, other]

Title: Information Retrieval in the Age of Generative AI: The RGB Model Show Chinese title

Title: 生成式人工智能时代的信息检索：RGB模型

Michele Garetto, Alessandro Cornacchia, Franco Galante, Emilio Leonardi, Alessandro Nordio, Alberto Tarable

Comments: To be presented at ACM SIGIR 25

Subjects: Information Retrieval (cs.IR) ; Artificial Intelligence (cs.AI) ; Performance (cs.PF)