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🔍 computing methodologies 📂 Computer Science
Showing 33594 results for "computing methodologies" in Computer Science
Computer Science Preprint PDF DOI

Assistants, Not Architects: The Role of LLMs in Networked Systems Design

Pratyush Sahu, Rahul Bothra, Venkat Arun, Brighten Godfrey, Akshay Narayan, Ahmed Saeed · 2026

Designing the architecture of modern networked systems requires navigating a large, combinatorial space of hardware, systems, and configuration choices with complex cross-layer interactions. Architect…

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Computer Science Preprint PDF DOI

The Equivalence of Causal and Noncausal State Information on Bipartite Networks With State-Cognizant Receivers

Amos Lapidoth, Baohua Ni, Ligong Wang · 2026

State-dependent bipartite networks with state-cognizant receivers and state-informed transmitters are studied. Such networks have no nodes that both transmit and receive. Examples are the multi-access…

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Computer Science Preprint PDF DOI

A contemporary science map through the lens of IEEE and ACM periodicals

George Margaritis, Dionysios Kritsas, Dimitrios Katsaros, Yannis Manolopoulos · 2026

ACM and IEEE are the two premier associations on computing and electrical/electronics engineering which publish and organize the great majority of periodicals and conferences, respectively, serving th…

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Computer Science Preprint PDF DOI

Practical Insights into Fair Comparison and Evaluation Frame for Neutral-Atom Compilers

Emil Khusainov, Yanbin Chen, Jonas Winklmann, Helmut Seidl, Christian B. Mendl · 2026

Neutral-atom quantum computing is among the most promising platforms for scalable quantum computation, and compilation toolchains are crucial for leveraging capabilities such as qubit shuttling and pa…

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Computer Science Preprint PDF DOI

An Efficient Streaming Algorithm for Approximating Graphlet Distributions

Marco Bressan, T-H. Hubert Chan, Qipeng Kuang, Mauro Sozio · 2026

In recent years, the problem of computing the frequencies of the induced $k$-vertex subgraphs of a graph, or \emph{$k$-graphlets}, has become central. One approach for this problem is to sample $k$-gr…

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Computer Science Preprint PDF DOI

Co-Writing with AI: An Empirical Study of Diverse Academic Writing Workflows

Silvia Bodei, Duncan P. Brumby, Katie Fisher, Jon Mella · 2026

Despite AI tools becoming increasingly embedded in academic practice, little is known about how university students integrate them into their writing processes. We examine how students engage with AI …

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Computer Science Preprint PDF DOI

TetrisG-SDK: Efficient Convolutional Layer Mapping with Adaptive Windows and Grouped Convolutions for Fast In-Memory Computing

Ke Dong, Kejie Huang, Tao Luo, Bo Wang · 2026

Shifted-and-Duplicated-Kernel (SDK) mapping has emerged as an effective strategy to accelerate convolutional layers on compute-in-memory (CIM) hardware. However, existing SDK variants (e.g., VWC-SDK) …

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Computer Science Preprint PDF DOI

RecFlash: Fast Recommendation System on In-Storage Computing with Frequency-Based Data Mapping

Jangho Baik, Sunghyun Kim, Gisan Ji, Wonbo Shim, Sungju Ryu · 2026

Recommendation system has gained a large popularity for a variety of personalized suggestion tasks, but the ever-increasing number of user data makes real-time processing of recommendation systems dif…

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Computer Science Preprint PDF DOI

FusionCIM: Accelerating LLM Inference with Fusion-Driven Computing-in-Memory Architecture

Zihao Xuan, Jia Chen, Yewen Li, Wei Xuan, Hegan Chen, Xiao Huo, Fengbin Tu · 2026

In this paper, we propose FusionCIM, an operator-fusion-driven compute-in-memory (CIM) accelerator architecture for efficient and scalable LLM inference, with three key innovations: (1) a hybrid CIM p…

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Computer Science Preprint PDF DOI

Adaptive Management of Microservices in Dynamic Computing Environments: A Taxonomy and Future Directions

Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read, Rajkumar Buyya · 2026

Microservice-based cloud applications face changing workloads, evolving request paths, variable network conditions, interference, and failures. These dynamics couple autoscaling, placement, routing, i…

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Computer Science Preprint PDF DOI

Optimization of Model Splitting, Placement, and Chaining for Multi-hop Split Learning and Inference

Takanori Hara, Masahiro Sasabe · 2026

Service Function Chaining (SFC) establishes efficient communication paths by ensuring that traffic traverses a predefined sequence of network functions in a specified order to meet particular service …

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Computer Science Preprint PDF DOI

Optimally Auditing Adversarial Agents

Sanmay Das, Fang-Yi Yu, Yuang Zhang · 2026

Fraud can pose a challenge in many resource allocation domains, including social service delivery and credit provision. For example, agents may misreport private information in order to gain benefits …

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Computer Science Preprint PDF DOI

CacheFlow: Efficient LLM Serving with 3D-Parallel KV Cache Restoration

Sean Nian, Jiahao Fang, Qilong Feng, Zhiyu Wu, Fan Lai · 2026

KV cache restoration has emerged as a dominant bottleneck in serving long-context LLM workloads, including multi-turn conversations, retrieval-augmented generation, and agentic pipelines. Existing app…

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Computer Science Preprint PDF DOI

C8s: A Confidential Kubernetes Architecture

Amean Asad, Patrick McClurg, Joao Andrade · 2026

This paper presents C8s, a confidential computing architecture for Kubernetes that provides cryptographically rooted confidentiality, integrity, and verifiability guarantees for Kubernetes clusters fr…

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Computer Science Preprint PDF DOI

Network Impact of Post-Quantum Certificate Chain sizes on Time to First Byte in TLS Deployments

Matthew Chou, Phuong Cao · 2026

Post-Quantum Cryptography (PQC) is a rapidly growing deployment challenge as cryptographically relevant quantum computers (CRQC) continue to advance, leaving traditional cryptographic algorithms used …

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Computer Science Preprint PDF DOI

A Strongly Polynomial Algorithm for Arctic Auctions

Jugal Garg, Shayan Taherijam, Vijay V Vazirani · 2026

Our main contribution is a strongly polynomial algorithm for computing an equilibrium for the Arctic Auction, which is the quasi-linear extension of the linear Fisher market model. We build directly o…

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Computer Science Preprint PDF DOI

Evaluation of LLM-Based Software Engineering Tools: Practices, Challenges, and Future Directions

Utku Boran Torun, Veli Karakaya, Ali Babar, Eray Tuzun · 2026

Large Language Models (LLMs) are increasingly embedded in software engineering (SE) tools, powering applications such as code generation, automated code review, and bug triage. As these LLM-based AI f…

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Computer Science Preprint PDF DOI

A Comparative Evaluation of AI Agent Security Guardrails

Qi Li, Jiu Li, Pingtao Wei, Jianjun Xu, Xueyi Wei, Jiwei Shi, Xuan Zhang, Yanhui Yang, Xiaodong Hui, Peng Xu, Lingquan Zhou · 2026

This report presents a comparative evaluation of DKnownAI Guard in AI agent security scenarios, benchmarked against three competing products: AWS Bedrock Guardrails, Azure Content Safety, and Lakera G…

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Computer Science Preprint PDF DOI

Hybrid Path-Sums for Hybrid Quantum Programs

Christophe Chareton, Jad Issa, Mathieu Nguyen, Nicolas Blanco, Sebastien Bardin · 2026

As quantum computing becomes an emerging reality, designing efficient quantum programming capabilities is becoming more and more important. Particularly, the debugging and validation of quantum progra…

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Computer Science Preprint PDF DOI

Remotely programming the weights of a spintronic neural network by a radiofrequency broadcast signal

M. Menshawy, D. Sanz-Hernandez, L. Mazza, V. Puliafito, G. Finocchio, A. Jenkins, R. Ferreira, L. Benetti, J. Grollier, F.A. Mizrahi · 2026

Selectively programming large number of non-volatile synaptic weights without compromising scalability is a key challenge for in-memory computing. Here, we demonstrate remote programming of synaptic w…

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