CCRI: ENS: Collaborative Research: Modernizing gem5: Expanding the Reach of Computer Architecture Simulation

计算机系统对社会和科学进步越来越重要。近年来，技术趋势使得继续调整它们的表现变得越来越困难。因此，研究进一步改进计算机系统是至关重要的。传统上，这项研究依赖于对这些计算机系统的循环级软件模拟来模拟新技术的潜在改进。然而，大部分软件是15年前编写的，目前由学生和研究人员维护。该项目将共同努力改善基本的模拟基础设施，这将使计算机系统界能够增加研究产出。它将特别侧重于ge5基础设施，它在社区中被广泛使用(例如，被引用超过3000次)，被认为是模拟计算系统所有组件的事实上的工具。该项目将通过改进基本的ge5组件、社区推广和改进的用户服务，以及为评估重要应用(例如，机器学习、增强和虚拟现实、高性能计算和系统安全)所需的新兴设备开发新的模型，来增强和恢复老化的ge5社区基础设施。这些改进将增加GEM 5‘S广泛的用户基础的研究产出，并将执行软硬件协同设计的能力扩展到整个计算机系统社区。该项目将通过以下方式扩大已经充满活力的GEM 5社区：(1)开办两个GEM 5暑期学校，向初级研究生介绍GEM 5和计算机系统研究，(2)简化GEM 5的S界面，(3)改善社区的文件和交流渠道，以及(4)监督社区代码牧羊人，帮助研究人员将他们的代码与社区基础设施相结合。研究人员还将创建一套“已知良好”的系统配置，这将显著提高执行详细周期水平研究的研究人员的生产率。这些系统配置将代表当前最先进的系统，并将针对社区建议的真实系统和工作负载进行公开验证。该项目将通过提高代码测试覆盖率和增加硬件设备模型的健壮性，为Gem5基础设施的未来创造一条可持续的道路。此外，社区外展工作将扩大社区，提高GEM 5的影响力，并提供更多的贡献者，以在该项目完成后继续开发这一基础设施。该奖项反映了NSF的法定使命，并通过使用基金会的智力优势和更广泛的影响审查标准进行评估，被认为值得支持。

Computer systems are increasingly important to society and the advancement of science. In recent years, technological trends have made it increasingly difficult to continue scaling their performance. As a result, research to further improve computer systems is vital. Traditionally, this research has relied on cycle-level software simulation of these computer systems to model the potential improvements of novel techniques. However, much of the software was written 15 years ago, and it is currently maintained by students and researchers. This project will make a concerted effort to improve the underlying simulation infrastructure, which will enable increased research output by the computer systems community. It will specifically focus on the gem5 infrastructure, which is widely used in the community (e.g., cited over 3000 times) and considered the de facto tool for simulating all components of the computing system.This project will enhance and rejuvenate the aging gem5 community infrastructure through improvements to the underlying gem5 components, community outreach and improved user's services, and developing new models for emerging devices required for evaluating important applications (e.g., machine learning, augmented and virtual reality, high performance computing, and system security). These improvements will increase the research output of gem5's broad user base and extend the ability to perform hardware-software co-design to the entire computer systems community. This project will broaden the already vibrant gem5 community through reducing the barrier to entry by (1) running two gem5 summer schools to introduce junior graduate students to gem5 and computer systems research, (2) simplifying gem5's interface, (3) improving the community's documentation and communication channels, and (4) supervising a community code shepherd to help researchers integrate their code with the community infrastructure. The investigators will also create a set of 'known-good' system configurations that will significantly increase the productivity of researchers performing detailed cycle-level research studies. These system configurations will be proxies for current state-of-the-art systems and will be publicly validated against real systems and workloads suggested by the community.This project will create a sustainable path for the future of the gem5 infrastructure by improving the code testing coverage and increasing the robustness of hardware device models. Additionally, community outreach efforts will broaden the community increasing the impact of gem5 and providing more contributors to continue development of this infrastructure after this project completes.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.