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

Isolating Recurring Execution-Dependent Abnormal Patterns on NISQ Quantum Devices

Zhenyu Qi, Qian Zhang, Haotang Li, Sen He, Jiyuan Wang · 2026

Quantum compilers rely on calibration-derived noise models to guide circuit mapping and optimization. These models characterize gate and qubit errors independently and miss context-dependent effects s…

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Computer Science Preprint PDF DOI

Reachability with Restricted Reactions in Inhibitory Chemical Reaction Networks

Divya Bajaj, Bin Fu, Ryan Knobel, Austin Luchsinger, Aiden Massie, Pablo Santos, Ramiro Santos, Robert Schweller, Evan Tomai, Tim Wylie · 2026

Chemical Reaction Networks (CRNs) are a well-established model of distributed computing characterized by quantities of molecular species that can transform or change through applications of reactions.…

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Computer Science Preprint PDF DOI

Generative AI Technologies, Techniques & Tensions: A Primer

John T. Behrens · 2026

Generative AI systems have entered everyday academic, professional, and personal life with remarkable speed, yet most users encounter them as mysterious artifacts rather than intelligible systems. Thi…

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Computer Science Preprint PDF DOI

The Open-Weight Paradox: Why Restricting Access to AI Models May Undermine the Safety It Seeks to Protect

Vinicius Santana Gomes · 2026

The governance of open-weight artificial intelligence (AI) models has been framed as a binary choice: openness as risk, restriction as safety. This paper challenges that framing, arguing that access r…

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Computer Science Preprint PDF DOI

RISC-V Functional Safety for Autonomous Automotive Systems: An Analytical Framework and Research Roadmap for ML-Assisted Certification

Nick Andreasyan, Mikhail Struve, Alexey Popov, Maksim Nikolaev, Vadim Vashkelis · 2026

RISC-V is emerging as a viable platform for automotive-grade embedded computing, with recent ISO 26262 ASIL-D certifications demonstrating readiness for safety-critical deployment in autonomous drivin…

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Computer Science Preprint PDF DOI

Active Inference-Based Adaptive Routing for Heterogeneous Edge AI Services

Zihang Wang, Boris Sedlak, Schahram Dustdar · 2026

Edge computing enables AI inference closer to data sources, reducing latency and bandwidth costs. However, orchestrating AI services across the cloud-edge continuum remains challenging due to dynamic …

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Computer Science Preprint PDF DOI

Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?

Wang Bill Zhu, Miaosen Chai, Shangshang Wang, Yejia Liu, Song Bian, Honghua Dong, Willie Neiswanger, Robin Jia · 2026

Unlike code completion, debugging requires localizing faults and applying targeted edits. We observe that frontier LLMs often regenerate correct but over-edited solutions during debugging. To evaluate…

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Computer Science Preprint PDF DOI

Analysing Human Interaction with Electronic Displays in Microgravity

Pradipta Biswas, Himanshu Vishwakarma, Mukund Mitra, KamalPreet Singh Saluja, Aumkar Kishore Shah · 2026

Human Space Flight missions often require interaction with touchscreen displays. This paper presents a study of investigating human machine interaction with touchscreen using both finger and stylus in…

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Computer Science Preprint PDF DOI

A Unified Compliance Aggregator Framework for Automated Multi-Tool Security Assessment of Linux Systems

Sheldon Paul, Izzat Alsmadi · 2026

Assessing the security posture of modern computing systems typically requires the use of multiple specialized tools. These tools focus on different aspects such as configuration compliance, file integ…

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Computer Science Preprint PDF DOI

Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda

Minxian Xu, Jingfeng Wu, Shengye Song, Satish Narayana Srirama, Bahman Javad, Rajiv Ranjan, Devki Nandan Jha, Sa Wang, Wenhong Tian, Huanle Xu, Li Li, Zizhao Mo, Shuo Ren, Thomas Kunz, Petar Kochovski, Vlado Stankovski, Kejiang Ye, Chengzhong Xu, Rajkumar Buyya · 2026

The rapid rise of Large Language Models (LLMs) has revolutionized various artificial intelligence (AI) applications, from natural language processing to code generation. However, the computational dem…

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Computer Science Preprint PDF DOI

Decentralised Trust and Security Mechanisms for IoT Networks at the Edge: A Comprehensive Review

Khandoker Ashik Uz Zaman, Mahdi H. Miraz, Mohammed N. M. Ali · 2026

INTRODUCTION: The proliferation of the amalgamation of IoT and edge computing has increased the demand for decentralised trust and security mechanisms capable of operating across heterogeneous and res…

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Computer Science Preprint PDF DOI

HiveMind: OS-Inspired Scheduling for Concurrent LLM Agent Workloads

Justice Owusu Agyemang, Jerry John Kponyo, Obed Kwasi Somuah, Elliot Amponsah, Godfred Manu Addo Boakye, Kwame Opuni-Boachie Obour Agyekum · 2026

When multiple LLM coding agents share a rate-limited API endpoint, they exhibit resource contention patterns analogous to unscheduled OS processes competing for CPU, memory, and I/O. In a motivating i…

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Computer Science Preprint PDF DOI

HarmChip: Evaluating Hardware Security Centric LLM Safety via Jailbreak Benchmarking

Zeng Wang, Minghao Shao, Weimin Fu, Prithwish Basu Roy, Xiaolong Guo, Ramesh Karri, Muhammad Shafique, Johann Knechtel, Ozgur Sinanoglu · 2026

The integration of large language models (LLMs) into electronic design automation (EDA) workflows has introduced powerful capabilities for RTL generation, verification, and design optimization, but al…

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Computer Science Preprint PDF DOI

Sarus Suite: Cloud-native Containers for HPC

Alberto Madonna, Matteo Chesi, Gwangmu Lee, Michele Brambilla, Fawzi Roberto Mohamed, Felipe A. Cruz · 2026

High-performance computing (HPC) systems must support fast-moving software stacks, especially in AI/ML, while preserving scheduler control, scalable startup, and production performance. Yet many HPC c…

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Computer Science Preprint PDF DOI

E2AFS: Energy-Efficient Approximate Floating Point Square Rooter for Error Tolerant Computing

Prateek Goyal, Jatin Kumar Reddy Mothe, Swara Rajesh Shelke, Sujit Kumar Sahoo · 2026

Floating-point square-root computation is a power- and delay-critical operation in edge-AI, signal-processing, and embedded systems. Conventional implementations typically rely on multipliers or itera…

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Computer Science Preprint PDF DOI

Exploring Ethical Concerns of Mobile Applications from App Reviews: A Literature Survey

Aakash Sorathiya, Gouri Ginde · 2026

Privacy, security, and accessibility, like ethical concerns in mobile applications (a.k.a. apps), commonly subsumed under non-functional requirements, are generally reported by users through app revie…

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Computer Science Preprint PDF DOI

Potential Energy Savings from Quantum Computing-Based Route Optimization

Ayush Nadiger, Adriana Caraeni, Katie Schouten · 2026

We investigate the potential of the Quantum Approximate Optimization Algorithm (QAOA) for reducing energy consumption in route planning, a key challenge in logistics due to the NP-hard nature of the T…

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Computer Science Preprint PDF DOI

When does a control system compute? Digital, mechanical and open-loop systems

Dominic Horsman, Susan Stepney, Tim Clarke, Viv Kendon · 2026

Control systems are ubiquitous in modern technology, comprising an engineered plant to be kept within specific, often fine-tuned, limits, and a separate controller that ensures this is the case. While…

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Computer Science Preprint PDF DOI

Deterministic Task Offloading and Resource Allocation in the IoT-Edge-Cloud Continuum

Keyvan Aghababaiyan, Baldomero Coll-Perales, Javier Gozalvez · 2026

Future cellular networks will sustainably integrate computing, intelligence and services within a network of networks ecosystem that includes IoT devices and subnetworks for local communications and d…

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Computer Science Preprint PDF DOI

Deterministic Task Scheduling in In-Vehicle Networks for Software-Defined Vehicles

Keyvan Aghababaiyan, Baldomero Coll-Perales, Luca Lusvarghi, Javier Gozalvez · 2026

Modern vehicles are embedding increasing levels of automation, connectivity, and intelligence, which require advanced in-vehicle networks and computational platforms to support the dependability and d…

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