Towards Predictable and Criticality-aware Multi-core Cyber-Physical Systems

迈向可预测和关键性感知的多核网络物理系统

• 批准号: RGPIN-2019-05727
• 负责人: Hassan, Mohamed
• 金额: $ 2.77万
• 依托单位: McMaster University
• 依托单位国家: 加拿大
• 项目类别: Discovery Grants Program - Individual
• 财政年份: 2021
• 资助国家: 加拿大
• 起止时间: 2021-01-01 至 2022-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=738476
• 关键词: Towards; Predictable; Criticality; aware; Multi

Multi-core platforms such as Multi-Processor System-on-chip (MPSoCs) provide tremendous opportunities for Cyber-Physical Systems (CPS) by providing high-performance and low-cost platforms; however, they come with associated challenges. Advanced CPS execute software components from different vendors, which have different criticalities and requirements. For instance, in the automotive domain, malfunctioning of the Anti-lock Brake System (ABS) has considerably more severe consequences compared to that of the infotainment unit. Accordingly, CPS have to guarantee differential services to applications based on both their criticality and requirements. Service guarantees are problematic in MPSoCs due to the interference on different shared hardware components such as on-chip caches, and off-chip dynamic random access memories (DRAMs). Our long-term plan is to enable the deployment of predictable, high-performance CPS using MPSoCs. In the short term, we will investigate approaches to deliver guaranteed service for software components running on MPSoCs to satisfy the requirements of CPS by addressing the interference challenge at different system components including: (1) cache hierarchy, and (2) main memory. We will explore solutions at different system-levels including (1) The operating system level, (2) compiler-level, and (3) hardware-level. For cache hierarchy: We will focus on developing criticality-aware hardware cache coherence protocols to predictably and coherently share data in MPSoCs for mixed-criticality CPS. For the main memory: we will study the usage of different memory types to satisfy the needs of different applications. For instance, DDR DRAMs provide high capacity, Graphics DDRs (GDDRs) provide high bandwidth, while Reduced Latency DRAM (RLDRAM) offers low latency. We promote a heterogeneous combination of these different devices and provide memory controller designs that simultaneously manage them in MPSoCs for CPS. Additionally, we will examine novel operating-system approaches (such as virtual to physical address mapping techniques) as well as compiler-based techniques (such as code transformations) to target the trade-offs among high-performance software components and latency-critical ones. These techniques will remap memory accesses into different memory regions based on the criticality and requirements of all applications. We envision such techniques to modify the timing behavior of applications without changing their functionality such that we meet all the latency and bandwidth requirements of all applications with different criticality levels. The proposed research aims at significantly contributing to the design methodologies of high-performance, time-critical CPS. CPS is a strategic area, in which Canada has to be in the forefront through fundamental research such as this proposal. In addition, this proposal has a wide impact on several critical markets including: IoT, automotive, and avionics.

多核平台（如多处理器片上系统（MPSoC））通过提供高性能和低成本平台为网络物理系统（CPS）提供了巨大的机会;然而，它们也带来了相关的挑战。高级CPS执行来自不同供应商的软件组件，这些组件具有不同的关键性和要求。例如，在汽车领域，防抱死制动系统（ABS）的故障与信息娱乐单元的故障相比具有相当严重的后果。因此，CPS必须根据应用程序的关键性和需求来保证对应用程序的差异化服务。由于对不同共享硬件组件（诸如片上高速缓存和片外动态随机存取存储器（DRAM））的干扰，服务保证在MPSoC中是有问题的。 我们的长期计划是使用MPSoC部署可预测的高性能CPS。在短期内，我们将研究为在MPSoC上运行的软件组件提供有保证的服务的方法，以满足CPS的要求，通过解决不同系统组件的干扰挑战，包括：（1）高速缓存层次结构，和（2）主存。我们将探索不同系统级别的解决方案，包括（1）操作系统级别，（2）编译器级别和（3）硬件级别。对于缓存层次结构：我们将专注于开发临界感知硬件缓存一致性协议，以可预测和一致地共享MPSoC中的数据，以实现混合临界CPS。对于主存储器：我们将研究不同存储器类型的使用，以满足不同应用程序的需求。例如，DDR DRAM提供高容量，图形DDR（GDDR）提供高带宽，而降低延迟DRAM（RLDRAM）提供低延迟。我们促进这些不同的设备的异构组合，并提供存储器控制器的设计，同时管理它们在MPSoC的CPS。此外，我们将研究新的操作系统方法（如虚拟到物理地址映射技术）以及基于编译器的技术（如代码转换），以针对高性能软件组件和延迟关键组件之间的权衡。这些技术将根据所有应用程序的关键性和要求将内存访问重新映射到不同的内存区域。我们设想这样的技术来修改应用程序的时序行为，而不改变它们的功能，这样我们就可以满足所有应用程序的所有延迟和带宽要求，具有不同的关键性级别。 建议的研究旨在显着有助于高性能，时间关键CPS的设计方法。CPS是一个战略领域，加拿大必须通过本提案等基础研究走在前列。 此外，该提案对几个关键市场产生了广泛影响，包括物联网、汽车和航空电子。