S-SMART++: A Low-Latency NoC Leveraging Speculative Bypass Requests

Many-core processors demand scalable, efficient and low latency NoCs. Bypass routers are an affordable solution to attain low latency in relatively simple topologies like the mesh. SMART improves on traditional bypass routers implementing multi-hop bypass which reduces the importance of the distance between pairs of nodes. Nevertheless, the conservative buffer reallocation policy of SMART requires a large number of Virtual Channels (VCs) to offer high performance, penalizing its implementation cost. Besides, SMART zero-load latency values highly depend on HPC Max HPCMax, the maximum number of hops that can be jumped per cycle. In this article, we present Speculative-SMART++ (S-SMART++), with two mechanisms that significantly improve multi-hop bypass. First, zero-load latency is reduced by speculatively setting consecutive multi-hops. Second, the inefficient buffer reallocation policy of SMART is reduced by combining multi-packet buffers, Non-Empty Buffer Bypass and per-packet allocation. These proposals are evaluated using functional simulation, with synthetic and real loads, and synthesis tools. S-SMART++ does not need VCs to obtain the performance of SMART with 8 VCs, reducing notably logic resources and dynamic power. Additionally, S-SMART++ reduces the base-latency of SMART by at least 29.2 percent, even when using the biggest HPC Max HPCMax possibleThis work was supported by the Spanish Ministry of Science, Innovation and Universities, FPI grant BES2017-079971, the Spanish Ministry of Science, Innovation and Universities under contracts TIN2016-76635-C2-2-R (AEI/FEDER, UE) and TIC PID2019-105660RB-C22, and the European HiPEAC Network of Excellence. The Mont-Blanc project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 671697

Efficient bypass mechanisms for low latency networks on-chip

RESUMEN: La importancia de las redes en-chip en los procesadores multi-núcleo es cada vez mayor. Los routers con baipás son una solución eficiente para reducir la latencia de estas redes. Existen dos tipos de redes con baipás: single-hop y multi-hop. Las redes con baipás single-hop minimizan la latencia individual de cada router al asignar los recursos del router con antelación a la recepción de los paquetes. Las redes con baipás multi-hop, conocidas como SMART, permiten que los paquetes atraviesen múltiples routers en un único ciclo. La primera propuesta de esta tesis es Non-Empty Buffer Bypass (NEBB), un mecanismo que incrementa la utilización del baipás de tipo single-hop, eliminando la necesidad de usar canales virtuales. Para redes con baipás multi-hop propone SMART++ y S-SMART++. SMART++ elimina la necesidad de SMART de usar una gran cantidad de canales virtuales para aprovechar el ancho de banda de la red, permitiendo el diseño de configuraciones de bajo coste. S-SMART++ hace uso de la asignación de recursos de forma especulativa para preparar el baipás de tipo multi-hop. Este mecanismo reduce la latencia y su dependencia con la longitud máxima de los saltos de tipo multi-hop, aspecto clave para su viabilidad en diseños reales. La contribución final es un conjunto de herramientas de código abierto llamada Bypass Simulation Toolset (BST) compuesto por versiones extendidas de BookSim y OpenSMART, una API para integrar BookSim en otros simuladores y una serie de scripts para facilitar el diseño y evaluación de este tipo de redes.ABSTRACT: Networks on-Chip (NoCs) are becoming more important in many-core processors as the number of cores grows. Bypass routers are an efficient solution that skips pipeline stages. There are two types of bypass mechanisms: single-hop and multi-hop bypass. Single-hop bypass minimizes the router delay by skipping allocation stages in each hop. Multi-hop bypass, called SMART, minimizes the effective number of hops by traversing multiple routers in a single cycle. The first proposal of this dissertation is Non-Empty Buffer Bypass (NEBB) for single-hop bypass, which increases the bypass utilization without requiring VCs to match traditional bypass routers. It proposes SMART++ and S-SMART++ for multi-hop bypass. SMART++ removes the requirement of using multiple VCs of SMART to exploit the bandwidth of the network, enabling low-cost configurations. S-SMART++ relies on speculative allocation to set up multi-hop bypass paths. Thus, it reduces latency and its dependency with the maximum length of multi-hops, relaxing the requirements to integrate multi-hop bypass in real designs. The final contribution is an open-source set of tools to simulate bypass NoCs called Bypass Simulation Toolset (BST) conformed by extended versions of BookSim and OpenSMART, an API to integrate BookSim in other simulators, and scripts to simplify the designing and evaluation of such NoCs.This work was supported by the Spanish Ministry of Science, Innovation and Universities, FPI grant BES-2017-079971, and contracts TIN2010-21291-C02-02, TIN2013- 46957-C2-2-P, TIN2015-65316-P, TIN2016-76635-C2-2-R (AEI/FEDER, UE) and TIC PID2019-105660RB-C22; the European HiPEAC Network of Excellence; the European Community's Seventh Framework Programme (FP7/2007-2013), under the Mont-Blanc 1 and 2 projects (grant agreements n 288777 and 610402); the European Union's Horizon 2020 research and innovation programme under the Mont-Blanc 3 project (grant agreement nº 671697). Bluespec Inc. provided access to Bluespec tools

Dual Data Rate Network-on-Chip Architectures

Networks-on-Chip (NoCs) are becoming increasing important for the performance of modern multi-core systems-on-chip. The performance of current NoCs is limited, among others, by two factors: their limited clock frequency and long router pipeline. The clock frequency of a network defines the limits of its saturation throughput. However, for high throughput routers, clock is constrained by the control logic (for virtual channel and switch allocation) whereas the datapath (crossbar switch and links) possesses significant slack. This slack in the datapath wastes network throughput potential. Secondly, routers require flits to go through a large number of pipeline stages increasing packet latency at low traffic loads. These stages include router resource allocation, switch traversal (ST) and link traversal (LT). The allocation stages are used to manage contention among flits attempting to simultaneously access switch and links, and the ST stage is needed to change the routing dimension. In some cases, these stages are not needed and then requiring flits to go through them increases packet latency. The aim of this thesis is to improve NoC performance, in terms of network throughput, by removing the slack in the router datapath, and in terms of average packet latency, by enabling incoming flits to bypass, when possible, allocation and ST stages. More precisely, this thesis introduces Dual Data-Rate (DDR) NoC architectures which exploit the slack present in the NoC datapath to operate it at DDR. This requires a clock with period twice the datapath delay and removes the control logic from the critical path. DDR datapaths enable throughput higher than existing single data-rate (SDR) networks where the clock period is defined by the control logic. Additionally, this thesis supplements DDR NoC architectures with varying levels of pipeline stage bypassing capabilities to reduce low-load packet latency. In order to avoid complex logic required for bypassing from all inputs to all outputs, this thesis implements and evaluates a simplified bypassing approach. DDR NoC routers support bypassing of the allocation stage for flits propagating an in-network straight hop (i.e. East to West, North to South and vice versa) and when entering or exiting the network. Disabling bypassing during XY-turns limits its benefits, but, for most routing algorithms under low traffic loads, flits encounter at most one XY-turn on their way to the destination. Bypassing allocation stage enables incoming flits to directly initiate ST, when required conditions are met, and propagate at one cycle per hop. Furthermore, DDR NoC routers allow flits to bypass the ST stage when propagating a straight hop from the head of a specific input VC. Restricting ST bypassing from a specific VC further simplifies check logic to have clock period defined by datapath delays. Bypassing ST requires dedicated bypass paths from non-local input ports to opposite output ports. It enables flits to propagate half a cycle per hop. This thesis shows that compared to current state-of-the-art SDR NoCs, operating router’s datapath at DDR improves throughput by up to 20%. Adding to a DDR NoC an allocation bypassing mechanism for straight hops reduces its packet latency by up to 45%, while maintaining the DDR throughput advantage. Enhancing allocation bypassing to include flits entering and exiting the network further reduces latency by another 24%. Finally, adding ST bypassing further reduces latency by another 32%. Overall, DDR NoCs offer up to 40% lower latency and about 20% higher throughput compared to the SDR networks

Orchestrating thread scheduling and cache management to improve memory system throughput in throughput processors

textThroughput processors such as GPUs continue to provide higher peak arithmetic capability. Designing a high throughput memory system to keep the computational units busy is very challenging. Future throughput processors must continue to exploit data locality and utilize the on-chip and off-chip resources in the memory system more effectively to further improve the memory system throughput. This dissertation advocates orchestrating the thread scheduler with the cache management algorithms to alleviate GPU cache thrashing and pollution, avoid bandwidth saturation and maximize GPU memory system throughput. Based on this principle, this thesis work proposes three mechanisms to improve the cache efficiency and the memory throughput. This thesis work enhances the thread throttling mechanism with the Priority-based Cache Allocation mechanism (PCAL). By estimating the cache miss ratio with a variable number of cache-feeding threads and monitoring the usage of key memory system resources, PCAL determines the number of threads to share the cache and the minimum number of threads bypassing the cache that saturate memory system resources. This approach reduces the cache thrashing problem and effectively employs chip resources that would otherwise go unused by a pure thread throttling approach. We observe 67% improvement over the original as-is benchmarks and a 18% improvement over a better-tuned warp-throttling baseline. This work proposes the AgeLRU and Dynamic-AgeLRU mechanisms to address the inter-thread cache thrashing problem. AgeLRU prioritizes cache blocks based on the scheduling priority of their fetching warp at replacement. Dynamic-AgeLRU selects the AgeLRU algorithm and the LRU algorithm adaptively to avoid degrading the performance of non-thrashing applications. There are three variants of the AgeLRU algorithm: (1) replacement-only, (2) bypassing, and (3) bypassing with traffic optimization. Compared to the LRU algorithm, the above mentioned three variants of the AgeLRU algorithm enable increases in performance of 4%, 8% and 28% respectively across a set of cache-sensitive benchmarks. This thesis work develops the Reuse-Prediction-based cache Replacement scheme (RPR) for the GPU L1 data cache to address the intra-thread cache pollution problem. By combining the GPU thread scheduling priority together with the fetching Program Counter (PC) to generate a signature as the index of the prediction table, RPR identifies and prioritizes the near-reuse blocks and high-reuse blocks to maximize the cache efficiency. Compared to the AgeLRU algorithm, the experimental results show that the RPR algorithm results in a throughput improvement of 5% on average for regular applications, and a speedup of 3.2% on average across a set of cache-sensitive benchmarks. The techniques proposed in this dissertation are able to alleviate the cache thrashing, cache pollution and resource saturation problems effectively. We believe when these techniques are combined, they will synergistically further improve GPU cache efficiency and the overall memory system throughput.Computer Science

Low-Power Embedded Design Solutions and Low-Latency On-Chip Interconnect Architecture for System-On-Chip Design

This dissertation presents three design solutions to support several key system-on-chip (SoC) issues to achieve low-power and high performance. These are: 1) joint source and channel decoding (JSCD) schemes for low-power SoCs used in portable multimedia systems, 2) efficient on-chip interconnect architecture for massive multimedia data streaming on multiprocessor SoCs (MPSoCs), and 3) data processing architecture for low-power SoCs in distributed sensor network (DSS) systems and its implementation. The first part includes a low-power embedded low density parity check code (LDPC) - H.264 joint decoding architecture to lower the baseband energy consumption of a channel decoder using joint source decoding and dynamic voltage and frequency scaling (DVFS). A low-power multiple-input multiple-output (MIMO) and H.264 video joint detector/decoder design that minimizes energy for portable, wireless embedded systems is also designed. In the second part, a link-level quality of service (QoS) scheme using unequal error protection (UEP) for low-power network-on-chip (NoC) and low latency on-chip network designs for MPSoCs is proposed. This part contains WaveSync, a low-latency focused network-on-chip architecture for globally-asynchronous locally-synchronous (GALS) designs and a simultaneous dual-path routing (SDPR) scheme utilizing path diversity present in typical mesh topology network-on-chips. SDPR is akin to having a higher link width but without the significant hardware overhead associated with simple bus width scaling. The last part shows data processing unit designs for embedded SoCs. We propose a data processing and control logic design for a new radiation detection sensor system generating data at or above Peta-bits-per-second level. Implementation results show that the intended clock rate is achieved within the power target of less than 200mW. We also present a digital signal processing (DSP) accelerator supporting configurable MAC, FFT, FIR, and 3-D cross product operations for embedded SoCs. It consumes 12.35mW along with 0.167mm2 area at 333MHz