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Containerization approaches based on namespaces offered by the Linux kernel have seen an increasing popularity in the HPC community both as a means to isolate applications and as a format to package and distribute them. However, their…

Distributed, Parallel, and Cluster Computing · Computer Science 2023-03-03 Mohak Chadha , Nils Krueger , Jophin John , Anshul Jindal , Michael Gerndt , Shajulin Benedict

RustMC is a stateless model checker that enables verification of concurrent Rust programs. As both Rust and C/C++ compile to LLVM IR, RustMC builds on GenMC which provides a verification framework for LLVM IR. This enables the automatic…

Programming Languages · Computer Science 2025-02-11 Oliver Pearce , Julien Lange , Dan O'Keeffe

Recent studies from several hyperscalars pinpoint to embedding layers as the most memory-intensive deep learning (DL) algorithm being deployed in today's datacenters. This paper addresses the memory capacity and bandwidth challenges of…

Machine Learning · Computer Science 2019-08-27 Youngeun Kwon , Yunjae Lee , Minsoo Rhu

This paper introduces RETSim (Resilient and Efficient Text Similarity), a lightweight, multilingual deep learning model trained to produce robust metric embeddings for near-duplicate text retrieval, clustering, and dataset deduplication…

Computation and Language · Computer Science 2023-11-30 Marina Zhang , Owen Vallis , Aysegul Bumin , Tanay Vakharia , Elie Bursztein

Embedded Linux processors are increasingly used for real-time computing tasks such as robotics and Internet of Things (IoT). These applications require robust and reproducible behavior from the host OS, commonly achieved through immutable…

Software Engineering · Computer Science 2021-04-02 Christian Stewart

The growing demand for deploying Small Language Models (SLMs) on edge devices, including laptops, smartphones, and embedded platforms, has exposed fundamental inefficiencies in existing accelerators. While GPUs handle prefill workloads…

Hardware Architecture · Computer Science 2026-04-14 Jinane Bazzi , Mariam Rakka , Fadi Kurdahi , Mohammed E. Fouda , Ahmed Eltawil

Applications that need to sense, measure, and gather real-time information from the environment frequently face three main restrictions: power consumption, cost, and lack of infrastructure. Most of the challenges imposed by these…

Machine Learning · Computer Science 2024-10-28 Lucas Tsutsui da Silva , Vinicius M. A. Souza , Gustavo E. A. P. A. Batista

In this paper we present Kvik: an implementation of a task-based "middleware" for shared memory parallel programming in the Rust language built on top of the Rayon library. We devise a system allowing several task-splitting schedulers to be…

Distributed, Parallel, and Cluster Computing · Computer Science 2020-09-14 Saurabh Raje , Frédéric Wagner

Scalable and efficient numerical simulations continue to gain importance, as computation is firmly established as the third pillar of discovery, alongside theory and experiment. Meanwhile, the performance of computing hardware grows through…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-06-26 Pietro Incardona , Antonio Leo , Yaroslav Zaluzhnyi , Rajesh Ramaswamy , Ivo F. Sbalzarini

Ethereum Virtual Machine (EVM) is the run-time environment for smart contracts and its vulnerabilities may lead to serious problems to the Ethereum ecology. With lots of techniques being developed for the validation of smart contracts, the…

Software Engineering · Computer Science 2019-04-09 Ying Fu , Meng Ren , Fuchen Ma , Yu Jiang , Heyuan Shi , Jiaguang Sun

The deployment of Machine Learning (ML) applications at the edge on resource-constrained devices has accentuated the need for efficient ML processing on low-cost processors. While traditional CPUs provide programming flexibility, their…

Hardware Architecture · Computer Science 2025-03-25 Vasileios Titopoulos , George Alexakis , Kosmas Alexandridis , Chrysostomos Nicopoulos , Giorgos Dimitrakopoulos

With the significant development of the Internet of Things and low-cost cloud services, the sensory and data processing requirements of IoT systems are continually going up. TrustZone is a hardware-protected Trusted Execution Environment…

Cryptography and Security · Computer Science 2023-01-12 Arup Kumar Sarker , Md Khairul Islam , Yuan Tian

The traditional virtual machine building and and deployment process is centered around the virtual machine hard disk image. The packages comprising the VM operating system are carefully selected, hard disk images are built for a variety of…

Distributed, Parallel, and Cluster Computing · Computer Science 2015-06-17 J. Blomer , D. Berzano , P. Buncic , I. Charalampidis , G. Ganis , G. Lestaris , R. Meusel , V. Nicolaou

Intermittent computing requires custom programming models to ensure the correct execution of applications despite power failures. However, existing programming models lead to programs that are hardware-dependent and not reusable. This paper…

Programming Languages · Computer Science 2021-11-30 Caglar Durmaz , Kasim Sinan Yildirim , Geylani Kardas

This paper reports our experience of providing lightweight correctness guarantees to an open-source Rust OS, Theseus. First, we report new developments in intralingual design that leverage Rust's type system to enforce additional invariants…

Operating Systems · Computer Science 2025-01-03 Ramla Ijaz , Kevin Boos , Lin Zhong

Arm introduced the Confidential Compute Architecture (CCA) in the upcoming Armv9-A architecture, enabling the support of confidential virtual machines (CVMs) in a separate world called the Realm world, providing protection from untrusted…

Cryptography and Security · Computer Science 2026-03-05 Xiangyi Xu , Wenhao Wang , Yongzheng Wu , Chenyu Wang , Huifeng Zhu , Haocheng Ma , Zhennan Min , Zixuan Pang , Rui Hou , Yier Jin

When software services use cloud providers to run their workloads, they place implicit trust in the cloud provider, without an explicit trust relationship. One way to achieve such explicit trust in a computer system is to use a hardware…

Cryptography and Security · Computer Science 2023-10-06 Melker Veltman , Alexandra Parkegren , Victor Morel

Persistent Memory (PM) makes possible recoverable applications that can preserve application progress across system reboots and power failures. Actual recoverability requires careful ordering of cacheline flushes, currently done in two…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-09-02 Swapnil Haria , Mark D. Hill , Michael M. Swift

We describe Swivel, a new compiler framework for hardening WebAssembly (Wasm) against Spectre attacks. Outside the browser, Wasm has become a popular lightweight, in-process sandbox and is, for example, used in production to isolate…

Hardware Reverse Engineering (HRE) is a technique for analyzing integrated circuits. Experts employ HRE for security-critical tasks, like detecting Trojans or intellectual property violations, relying not only on their experience and…

Cryptography and Security · Computer Science 2025-03-06 Steffen Becker , René Walendy , Markus Weber , Carina Wiesen , Nikol Rummel , Christof Paar