English
Related papers

Related papers: Visualizing The Intermediate Representation of Jus…

200 papers

Web is increasingly becoming the primary platform to deliver AI services onto edge devices, making in-browser deep learning (DL) inference more prominent. Nevertheless, the heterogeneity of edge devices, combined with the underdeveloped…

Artificial Intelligence · Computer Science 2024-07-09 Fucheng Jia , Shiqi Jiang , Ting Cao , Wei Cui , Tianrui Xia , Xu Cao , Yuanchun Li , Deyu Zhang , Ju Ren , Yunxin Liu , Lili Qiu , Mao Yang

The recently proposed Renaissance suite is composed of modern, real-world, concurrent, and object-oriented workloads that exercise various concurrency primitives of the JVM. Renaissance was used to compare performance of two…

A major part of debugging, testing, and analyzing a complex software system is understanding what is happening within the system at run-time. Some developers advocate running within a debugger to better understand the system at this level.…

Software Engineering · Computer Science 2007-05-23 Joseph R. Kiniry

Descartes is a tool that implements extreme mutation operators and aims at finding pseudo-tested methods in Java projects. It leverages the efficient transformation and runtime features of PIT. The demonstration compares Descartes with…

Software Engineering · Computer Science 2019-03-11 Oscar Luis Vera-Pérez , Martin Monperrus , Benoit Baudry

Hardware-assisted reference monitoring is receiving increasing attention as a way to improve the security of existing software. One example is the PIPE architecture extension, which attaches metadata tags to register and memory values and…

Cryptography and Security · Computer Science 2020-12-21 CHR Chhak , Andrew Tolmach , Sean Anderson

We present a quantum compiler framework that bridges the gap between physics modeling and quantum software development. At the core of this framework is a versatile quantum circuit synthesizer capable of decomposing arbitrary Hamiltonians…

Quantum Physics · Physics 2025-09-25 Shoupu Wan

We present a JIT PL semantics for ReLU-type networks that compiles models into a guarded CPWL transducer with shared guards. The system adds hyperplanes only when operands are affine on the current cell, maintains global lower/upper…

Logic in Computer Science · Computer Science 2025-10-21 Hongyi Duan , Haoyang Liu , Jian'an Zhang , Fengrui Liu , Yiyi Wang

As the capabilities of quantum computing hardware continue to rise, algorithms that exploit them are becoming increasingly complex. These developments increase the need for sophisticated compilation frameworks that translate high-level…

Quantum Physics · Physics 2026-04-13 Lukas Burgholzer , Daniel Haag , Yannick Stade , Damian Rovara , Patrick Hopf , Robert Wille

With recent algorithmic improvements and easy-to-use libraries, equality saturation is being picked up for hardware design, program synthesis, theorem proving, program optimization, and more. Existing work on using equality saturation for…

Programming Languages · Computer Science 2025-05-16 Jules Merckx , Alexandre Lopoukhine , Samuel Coward , Jianyi Cheng , Bjorn De Sutter , Tobias Grosser

Intermediate Representations (IRs) play a critical role in compiler design and program analysis, yet their comprehension by Large Language Models (LLMs) remains underexplored. In this paper, we present an explorative empirical study…

Machine Learning · Computer Science 2025-06-06 Hailong Jiang , Jianfeng Zhu , Yao Wan , Bo Fang , Hongyu Zhang , Ruoming Jin , Qiang Guan

As more applications utilize virtualization and emulation to run mission-critical tasks, the performance requirements of emulated and virtualized platforms continue to rise. Hardware virtualization is not universally available for all…

Performance · Computer Science 2025-01-08 Amy Iris Parker

The circllhist histogram is a fast and memory efficient data structure for summarizing large numbers of latency measurements. It is particularly suited for applications in IT infrastructure monitoring, and provides nano-second data…

Data Structures and Algorithms · Computer Science 2020-01-22 Heinrich Hartmann , Theo Schlossnagle

RooFit is a library of C++ classes that facilitate data modeling in the ROOT environment. Mathematical concepts such as variables, (probability density) functions and integrals are represented as C++ objects. The package provides a flexible…

Data Analysis, Statistics and Probability · Physics 2007-05-23 Wouter Verkerke , David Kirkby

In recent years, programming has witnessed a shift towards using standard libraries as a black box. However, there has not been a synchronous development of tools that can help demonstrate the working of such libraries in general programs,…

Computers and Society · Computer Science 2021-01-29 Aman Bansal , Preey Shah , Sahil Shah

Continuous improvements in quantum computing hardware are exposing the need for simultaneous advances in software. Large-scale implementation of quantum algorithms requires rapid and automated compilation routines such as circuit synthesis…

Quantum Physics · Physics 2025-04-18 David Ittah , Jackson Fraser , Josh Izaac , Olivia Di Matteo

In modern Very Large Scale Integrated (VLSI) circuit design flow, the Register-Transfer Level (RTL) stage presents a critical opportunity for timing optimization. Addressing timing violations at this early stage is essential, as modern…

Hardware Architecture · Computer Science 2025-08-20 Wenhao Lv , Yingjie Xia , Xiyuan Chen , Li Kuang

Software developers explore and inspect software repository data to obtain detailed information archived in the development history. However, developers who are not acquainted with the development context suffer from delving into the…

Software Engineering · Computer Science 2021-04-29 Youngtaek Kim , Hyeon Jeon , Kiroong Choe , Hyunjoo Song , Bohyoung Kim , Jinwook Seo

The correctness of the Solidity compiler is crucial for ensuring the security of smart contracts. However, the implementation complexity of its type system often introduces elusive defects. This paper presents the first systematic empirical…

Software Engineering · Computer Science 2025-12-23 Lantian Li , Yue Pan , Dan Wang , Jingwen Wu , Zhongxing Yu

The best way to understand complex data structures or algorithm is to see them in action. The present work presents a new tool, especially useful for students and lecturers in computer science. It is written in Java and developed at…

Computers and Society · Computer Science 2014-03-19 Kaninda Musumbu

We introduce EvoGit, a decentralized multi-agent framework for collaborative software development driven by autonomous code evolution. EvoGit deploys a population of independent coding agents, each proposing edits to a shared codebase…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-06-04 Beichen Huang , Ran Cheng , Kay Chen Tan