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LLM inference powers latency-critical production services nowadays. The bursty nature of inference traffic results in over-provisioning, which in turn leads to resource underutilization. While online-offline colocation promises to utilize…

Operating Systems · Computer Science 2026-04-10 Fangyue Liu , Hua Liu , Xinyuan Lyu , Shuo Ai , Hao Liang , Lingpeng Chen , Ziqian Hu , Chong Zha , Xin Jin , Hanmei Luo , Peng Chen

With the increasing interest in neuromorphic computing, designers of embedded systems face the challenge of efficiently simulating such platforms to enable architecture design exploration early in the development cycle. Executing artificial…

Hardware Architecture · Computer Science 2021-12-28 Melvin Galicia , Farhad Merchant , Rainer Leupers

Rendering accurate multisensory feedback is critical to ensure natural user behavior in driving simulators. In this work, we present a virtual reality (VR)-based Vehicle-in-the-Loop (ViL) simulator that provides visual, vestibular, and…

Systems and Control · Electrical Eng. & Systems 2022-05-27 Elliot Weiss , J. Christian Gerdes

The Real-time Transport Protocol (RTP)-based real-time communications (RTC) applications, exemplified by video conferencing, have experienced an unparalleled surge in popularity and development in recent years. In pursuit of optimizing…

Networking and Internet Architecture · Computer Science 2024-10-22 Tailai Song , Paolo Garza , Michela Meo , Maurizio Matteo Munafò

We propose a virtualization architecture for NoC-based reconfigurable systems. The motivation of this work is to develop a service-oriented architecture that includes Partial Reconfigurable Region as a Service (PRRaaS) and Processing…

Hardware Architecture · Computer Science 2015-08-31 Chun-Hsian Huang , Kwuan-Wei Tseng , Chih-Cheng Lin , Fang-Yu Lin , Pao-Ann Hsiung

A centralized microgrid power management and control system is developed and tested with a Hardware-In-the-Loop (HIL) Real-Time Digital Simulator (RTDS) model of an existing microgrid that communicates in real-time with the controller over…

Virtualization is a key technology used in a wide range of applications, from cloud computing to embedded systems. Over the last few years, mainstream computer architectures were extended with hardware virtualization support, giving rise to…

Hardware Architecture · Computer Science 2023-08-07 Bruno Sá , Luca Valente , José Martins , Davide Rossi , Luca Benini , Sandro Pinto

Nowadays, enterprises are confronted to growing needs for traceability, product genealogy and product life cycle management. To meet those needs, the enterprise and applications in the enterprise environment have to manage flows of…

Software Engineering · Computer Science 2016-08-16 Salah Baïna , Hervé Panetto , Khalid Benali

Robot grasping of desktop object is widely used in intelligent manufacturing, logistics, and agriculture.Although vision-language models (VLMs) show strong potential for robotic manipulation, their deployment in low-level grasping faces key…

Robotics · Computer Science 2026-04-14 Yiran Ling , Wenxuan Li , Siying Dong , Yize Zhang , Xiaoyao Huang , Jing Jiang , Ruonan Li , Jie Liu

Smart and connected mobility systems rely on 5G edge infrastructure to support real-time communication, control, and service differentiation. Achieving this requires adaptive resource management mechanisms that can react to rapidly changing…

Networking and Internet Architecture · Computer Science 2026-04-06 Lara Tarkh , Ali Chouman , Hanan Lutfiyya , Abdallah Shami

The current verification flow of complex systems uses different engines synergistically: virtual prototyping, formal verification, simulation, emulation and FPGA prototyping. However, none is able to verify a complete architecture.…

Logic in Computer Science · Computer Science 2018-02-12 Tomas Grimm , Djones Lettnin , Michael Hübner

By cropping high-resolution images into local tiles and encoding them independently, High-Resolution Large Vision-Language Models (HR-LVLMs) have demonstrated remarkable fine-grained visual understanding capabilities. However, this…

Computer Vision and Pattern Recognition · Computer Science 2025-09-30 Xu Li , Yuxuan Liang , Xiaolei Chen , Yi Zheng , Haotian Chen , Bin Li , Xiangyang Xue

With the increase in the computation intensity of the chip, the mismatch between computation layer shapes and the available computation resource significantly limits the utilization of the chip. Driven by this observation, prior works…

Hardware Architecture · Computer Science 2024-02-20 Jinming Zhuang , Zhuoping Yang , Shixin Ji , Heng Huang , Alex K. Jones , Jingtong Hu , Yiyu Shi , Peipei Zhou

Recently the hardware emulation technique has emerged as a promising approach to accelerating hardware verification/debugging process. To fully evaluate the powerfulness of the emulation approach and demonstrate its potential impact, we…

Hardware Architecture · Computer Science 2016-02-10 Kai Cong , Li Lei , Zhenkun Yang , Fei Xie

Checkpointing large amounts of related data concurrently to stable storage is a common I/O pattern of many HPC applications. However, such a pattern frequently leads to I/O bottlenecks that lead to poor scalability and performance. As…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-03-04 Bogdan Nicolae , Adam Moody , Gregory Kosinovsky , Kathryn Mohror , Franck Cappello

Hardware security verification is a challenging and time-consuming task. Design engineers may use formal verification, linting, and functional simulation tests, coupled with analysis and a deep understanding of the hardware design being…

Cryptography and Security · Computer Science 2026-02-25 Luca Collini , Baleegh Ahmad , Joey Ah-kiow , Ramesh Karri

The CSA group at the University of Amsterdam has developed SVP, a framework to manage and program many-core and hardware multithreaded processors. In this article, we introduce the intermediate language SL, a common vehicle to program SVP…

Programming Languages · Computer Science 2015-03-20 Raphael Poss

In order to meet the needs of high performance computing (HPC) in terms of large memory, high throughput and energy savings, the non-volatile memory (NVM) has been widely studied due to its salient features of high density, near-zero…

Hardware Architecture · Computer Science 2019-05-09 Jianming Huang , Yu Hua , Pengfei Zuo , Wen Zhou , Fangting Huang

Upcoming HEP experiments, e.g. at the HL-LHC, are expected to increase the volume of generated data by at least one order of magnitude. In order to retain the ability to analyze the influx of data, full exploitation of modern storage…

Data Analysis, Statistics and Probability · Physics 2023-03-03 Javier Lopez-Gomez , Jakob Blomer

Emerging Persistent Memory technologies (also PM, Non-Volatile DIMMs, Storage Class Memory or SCM) hold tremendous promise for accelerating popular data-management applications like in-memory databases. However, programmers now need to deal…

Distributed, Parallel, and Cluster Computing · Computer Science 2018-06-05 Ellis Giles , Kshitij Doshi , Peter Varman