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RISC-V is gaining popularity for its adaptability and cost-effectiveness in processor design. With the increasing adoption of RISC-V, the importance of implementing robust security verification has grown significantly. In the state of the…

Cryptography and Security · Computer Science 2025-02-17 Sharjeel Imtiaz , Uljana Reinsalu , Tara Ghasempouri

The transition from x86 to ARM architecture is becoming increasingly common across various domains, primarily driven by ARM's energy efficiency and improved performance across traditional sectors. However, this ISA shift poses significant…

Programming Languages · Computer Science 2024-11-26 Ahmed Heakl , Chaimaa Abi , Rania Hossam , Abdulrahman Mahmoud

Progress has recently been made on specifying instruction set architectures (ISAs) in executable formalisms rather than through prose. However, to date, those formal specifications are limited to the functional aspects of the ISA and do not…

Programming Languages · Computer Science 2024-01-09 Sander Huyghebaert , Steven Keuchel , Coen De Roover , Dominique Devriese

Accurate branch prediction is a critical part of high performance instruction stream processing. In this paper, I present a hardware implementation of branch prediction for a RV32IM CPU, starting with static decode stage predictions and…

Hardware Architecture · Computer Science 2024-01-05 Alex Saveau

CIRCT, an open-source EDA framework akin to LLVM for software, is a foundation for various hardware description languages. Despite its crucial role, CIRCT's lack of formal semantics challenges necessary rigorous hardware verification. Thus,…

Software Engineering · Computer Science 2024-04-30 Jianhong Zhao , Jinhui Kang , Yongwang Zhao

Virtualization promises significant benefits in security, efficiency, dependability, and cost. Achieving these benefits depends upon the reliability of the underlying virtual machine monitors (hypervisors). This paper describes an ongoing…

Logic in Computer Science · Computer Science 2011-10-24 Mike Dahlin , Ryan Johnson , Robert Bellarmine Krug , Michael McCoyd , William Young

Modern Systems-on-Chip (SoC) designs are increasingly heterogeneous and contain specialized semi-programmable accelerators in addition to programmable processors. In contrast to the pre-accelerator era, when the ISA played an important role…

Hardware Architecture · Computer Science 2019-01-29 Bo-Yuan Huang , Hongce Zhang , Pramod Subramanyan , Yakir Vizel , Aarti Gupta , Sharad Malik

This paper presents a transpiler framework for converting RTL pseudo code of the POWER Instruction Set Architecture (ISA) to C code, enabling its execution on the Cavatools simulator. The transpiler consists of a lexer and parser, which…

Software Engineering · Computer Science 2023-06-16 Kinar S , Prashanth K , Adithya Hegde , Aditya Subrahmanya Bhat , Narender M

The open-source RISC-V ISA is gaining traction, both in industry and academia. The ISA is designed to scale from micro-controllers to server-class processors. Furthermore, openness promotes the availability of various open-source and…

Hardware Architecture · Computer Science 2019-11-26 Florian Zaruba , Luca Benini

Modern public ASR tools usually provide rich support for training various sequence-to-sequence (S2S) models, but rather simple support for decoding open-vocabulary scenarios only. For closed-vocabulary scenarios, public tools supporting…

Computation and Language · Computer Science 2023-10-19 Wei Zhou , Eugen Beck , Simon Berger , Ralf Schlüter , Hermann Ney

We present PCL-Reasoner-V1.5, a 32-billion-parameter large language model (LLM) for mathematical reasoning. The model is built upon Qwen2.5-32B and refined via supervised fine-tuning (SFT) followed by reinforcement learning (RL). A central…

Machine Learning · Computer Science 2026-01-22 Yao Lu , Dengdong Fan , Jianzheng Nie , Fan Xu , Jie Chen , Bin Zhou , Yonghong Tian

This paper presents the implementation and evaluation of the H (hypervisor) extension for the RISC-V instruction set architecture (ISA) on top of the gem5 microarchitectural simulator. The RISC-V ISA, known for its simplicity and…

Hardware Architecture · Computer Science 2024-11-21 George-Marios Fragkoulis , Nikos Karystinos , George Papadimitriou , Dimitris Gizopoulos

We describe a lightweight RISC-V ISA extension for AES and SM4 block ciphers. Sixteen instructions (and a subkey load) is required to implement an AES round with the extension, instead of 80 without. An SM4 step (quarter-round) has 6.5…

Cryptography and Security · Computer Science 2020-08-18 Markku-Juhani O. Saarinen

We introduce INTELLECT-2, the first globally distributed reinforcement learning (RL) training run of a 32 billion parameter language model. Unlike traditional centralized training efforts, INTELLECT-2 trains a reasoning model using fully…

We introduce a new methodology based on refinement for testing the functional correctness of hardware and low-level software. Our methodology overcomes several major drawbacks of the de facto testing methodologies used in industry: (1) it…

Logic in Computer Science · Computer Science 2017-03-17 Mitesh Jain , Panagiotis Manolios

The emergence of a new, open, and free instruction set architecture, RISC-V, has heralded a new era in microprocessor architectures. Starting with low-power, low-performance prototypes, the RISC-V community has a good chance of moving…

Performance · Computer Science 2023-09-06 Valentin Volokitin , Evgeny Kozinov , Valentina Kustikova , Alexey Liniov , Iosif Meyerov

This paper introduces a versatile, multi-layered technology to help support teaching and learning core computer architecture concepts. This technology, called CodeAPeel is already implemented in one particular form to describe instruction…

Hardware Architecture · Computer Science 2021-11-30 A. Yavuz Oruc , A. Atmaca , Y. Nevzat Sengun , A. Semi Yenimol

Modern processors such as ARMv8 and RISC-V allow executions in which independent instructions within a process may be reordered. To cope with such phenomena, so called promising semantics have been developed, which permit threads to read…

Logic in Computer Science · Computer Science 2022-11-30 Heike Wehrheim , Lara Bargmann , Brijesh Dongol

Single-issue processor cores are very energy efficient but suffer from the von Neumann bottleneck, in that they must explicitly fetch and issue the loads/storse necessary to feed their ALU/FPU. Each instruction spent on moving data is a…

Hardware Architecture · Computer Science 2020-04-02 Fabian Schuiki , Florian Zaruba , Torsten Hoefler , Luca Benini

This project enables RISC-V microkernel support in IREE, an MLIR-based machine learning compiler and runtime. The approach begins by enabling the lowering of MLIR linalg dialect contraction ops to linalg.mmt4d op for the RISC-V64 target…

Hardware Architecture · Computer Science 2025-08-22 Adeel Ahmad , Ahmad Tameem Kamal , Nouman Amir , Bilal Zafar , Saad Bin Nasir