Automated Exploration of the ASIC Design Space for Minimum Power-Delay-Area Product at the Register Transfer Level

Exploring the integrated circuit design space for minimum power-delay-area (PDA) product can be time-consuming and tedious, especially when the target standard-cell library has hundreds of options. In this dissertation, heuristic algorithms that automate this process have been developed, implemented and validated at the reg- ister transfer level. In some cases, the PDA product was 1.9 times better than the initial baseline solution. The parallel search algorithm exhibited 9x speed up when executed on 10 machines simultaneously. These two new methods also characterize the design space for the given RTL code by generating power-delay-area points in addition to the minimum PDA point in case the designer wishes to select a different solution that is a tradeoff among these metrics. As a final step, these two search algorithms are integrated into a fully automated ASIC design flow

KAVUAKA: a low-power application-specific processor architecture for digital hearing aids

The power consumption of digital hearing aids is very restricted due to their small physical size and the available hardware resources for signal processing are limited. However, there is a demand for more processing performance to make future hearing aids more useful and smarter. Future hearing aids should be able to detect, localize, and recognize target speakers in complex acoustic environments to further improve the speech intelligibility of the individual hearing aid user. Computationally intensive algorithms are required for this task. To maintain acceptable battery life, the hearing aid processing architecture must be highly optimized for extremely low-power consumption and high processing performance.The integration of application-specific instruction-set processors (ASIPs) into hearing aids enables a wide range of architectural customizations to meet the stringent power consumption and performance requirements. In this thesis, the application-specific hearing aid processor KAVUAKA is presented, which is customized and optimized with state-of-the-art hearing aid algorithms such as speaker localization, noise reduction, beamforming algorithms, and speech recognition. Specialized and application-specific instructions are designed and added to the baseline instruction set architecture (ISA). Among the major contributions are a multiply-accumulate (MAC) unit for real- and complex-valued numbers, architectures for power reduction during register accesses, co-processors and a low-latency audio interface. With the proposed MAC architecture, the KAVUAKA processor requires 16 % less cycles for the computation of a 128-point fast Fourier transform (FFT) compared to related programmable digital signal processors. The power consumption during register file accesses is decreased by 6 %to 17 % with isolation and by-pass techniques. The hardware-induced audio latency is 34 %lower compared to related audio interfaces for frame size of 64 samples.The final hearing aid system-on-chip (SoC) with four KAVUAKA processor cores and ten co-processors is integrated as an application-specific integrated circuit (ASIC) using a 40 nm low-power technology. The die size is 3.6 mm2. Each of the processors and co-processors contains individual customizations and hardware features with a varying datapath width between 24-bit to 64-bit. The core area of the 64-bit processor configuration is 0.134 mm2. The processors are organized in two clusters that share memory, an audio interface, co-processors and serial interfaces. The average power consumption at a clock speed of 10 MHz is 2.4 mW for SoC and 0.6 mW for the 64-bit processor.Case studies with four reference hearing aid algorithms are used to present and evaluate the proposed hardware architectures and optimizations. The program code for each processor and co-processor is generated and optimized with evolutionary algorithms for operation merging,instruction scheduling and register allocation. The KAVUAKA processor architecture is com-pared to related processor architectures in terms of processing performance, average power consumption, and silicon area requirements

Architectural Exploration of KeyRing Self-Timed Processors

RÉSUMÉ Les dernières décennies ont vu l’augmentation des performances des processeurs contraintes par les limites imposées par la consommation d’énergie des systèmes électroniques : des très basses consommations requises pour les objets connectés, aux budgets de dépenses électriques des serveurs, en passant par les limitations thermiques et la durée de vie des batteries des appareils mobiles. Cette forte demande en processeurs efficients en énergie, couplée avec les limitations de la réduction d’échelle des transistors—qui ne permet plus d’améliorer les performances à densité de puissance constante—, conduit les concepteurs de circuits intégrés à explorer de nouvelles microarchitectures permettant d’obtenir de meilleures performances pour un budget énergétique donné. Cette thèse s’inscrit dans cette tendance en proposant une nouvelle microarchitecture de processeur, appelée KeyRing, conçue avec l’intention de réduire la consommation d’énergie des processeurs. La fréquence d’opération des transistors dans les circuits intégrés est proportionnelle à leur consommation dynamique d’énergie. Par conséquent, les techniques de conception permettant de réduire dynamiquement le nombre de transistors en opération sont très largement adoptées pour améliorer l’efficience énergétique des processeurs. La technique de clock-gating est particulièrement usitée dans les circuits synchrones, car elle réduit l’impact de l’horloge globale, qui est la principale source d’activité. La microarchitecture KeyRing présentée dans cette thèse utilise une méthode de synchronisation décentralisée et asynchrone pour réduire l’activité des circuits. Elle est dérivée du processeur AnARM, un processeur développé par Octasic sur la base d’une microarchitecture asynchrone ad hoc. Bien qu’il soit plus efficient en énergie que des alternatives synchrones, le AnARM est essentiellement incompatible avec les méthodes de synthèse et d’analyse temporelle statique standards. De plus, sa technique de conception ad hoc ne s’inscrit que partiellement dans les paradigmes de conceptions asynchrones. Cette thèse propose une approche rigoureuse pour définir les principes généraux de cette technique de conception ad hoc, en faisant levier sur la littérature asynchrone. La microarchitecture KeyRing qui en résulte est développée en association avec une méthode de conception automatisée, qui permet de s’affranchir des incompatibilités natives existant entre les outils de conception et les systèmes asynchrones. La méthode proposée permet de pleinement mettre à profit les flots de conception standards de l’industrie microélectronique pour réaliser la synthèse et la vérification des circuits KeyRing. Cette thèse propose également des protocoles expérimentaux, dont le but est de renforcer la relation de causalité entre la microarchitecture KeyRing et une réduction de la consommation énergétique des processeurs, comparativement à des alternatives synchrones équivalentes.----------ABSTRACT Over the last years, microprocessors have had to increase their performances while keeping their power envelope within tight bounds, as dictated by the needs of various markets: from the ultra-low power requirements of the IoT, to the electrical power consumption budget in enterprise servers, by way of passive cooling and day-long battery life in mobile devices. This high demand for power-efficient processors, coupled with the limitations of technology scaling—which no longer provides improved performances at constant power densities—, is leading designers to explore new microarchitectures with the goal of pulling more performances out of a fixed power budget. This work enters into this trend by proposing a new processor microarchitecture, called KeyRing, having a low-power design intent. The switching activity of integrated circuits—i.e. transistors switching on and off—directly affects their dynamic power consumption. Circuit-level design techniques such as clock-gating are widely adopted as they dramatically reduce the impact of the global clock in synchronous circuits, which constitutes the main source of switching activity. The KeyRing microarchitecture presented in this work uses an asynchronous clocking scheme that relies on decentralized synchronization mechanisms to reduce the switching activity of circuits. It is derived from the AnARM, a power-efficient ARM processor developed by Octasic using an ad hoc asynchronous microarchitecture. Although it delivers better power-efficiency than synchronous alternatives, it is for the most part incompatible with standard timing-driven synthesis and Static Timing Analysis (STA). In addition, its design style does not fit well within the existing asynchronous design paradigms. This work lays the foundations for a more rigorous definition of this rather unorthodox design style, using circuits and methods coming from the asynchronous literature. The resulting KeyRing microarchitecture is developed in combination with Electronic Design Automation (EDA) methods that alleviate incompatibility issues related to ad hoc clocking, enabling timing-driven optimizations and verifications of KeyRing circuits using industry-standard design flows. In addition to bridging the gap with standard design practices, this work also proposes comprehensive experimental protocols that aims to strengthen the causal relation between the reported asynchronous microarchitecture and a reduced power consumption compared with synchronous alternatives. The main achievement of this work is a framework that enables the architectural exploration of circuits using the KeyRing microarchitecture

Generation of Application Specific Hardware Extensions for Hybrid Architectures: The Development of PIRANHA - A GCC Plugin for High-Level-Synthesis

Architectures combining a field programmable gate array (FPGA) and a general-purpose processor on a single chip became increasingly popular in recent years. On the one hand, such hybrid architectures facilitate the use of application specific hardware accelerators that improve the performance of the software on the host processor. On the other hand, it obliges system designers to handle the whole process of hardware/software co-design. The complexity of this process is still one of the main reasons, that hinders the widespread use of hybrid architectures. Thus, an automated process that aids programmers with the hardware/software partitioning and the generation of application specific accelerators is an important issue. The method presented in this thesis neither requires restrictions of the used high-level-language nor special source code annotations. Usually, this is an entry barrier for programmers without deeper understanding of the underlying hardware platform. This thesis introduces a seamless programming flow that allows generating hardware accelerators for unrestricted, legacy C code. The implementation consists of a GCC plugin that automatically identifies application hot-spots and generates hardware accelerators accordingly. Apart from the accelerator implementation in a hardware description language, the compiler plugin provides the generation of a host processor interfaces and, if necessary, a prototypical integration with the host operating system. An evaluation with typical embedded applications shows general benefits of the approach, but also reveals limiting factors that hamper possible performance improvements

Automating RT-Level Operand Isolation to Minimize Power Consumption in Datapaths

Designs which do not fully utilize their arithmetic datapath components typically exhibit a significant overhead in power consumption. Whenever a module performs an operation whose result is not used in the downstream circuit, power is being consumed for an otherwise redundant computation. Operand isolation [3] is a technique to minimize the power overhead incurred by redundant operations by selectively blocking the propagation of switching activity through the circuit. This paper discusses how redundant operations can be identified concurrently to normal circuit operation, and presents a model to estimate the power savings that can be obtained by isolation of selected modules at the registertransfer (RT) level. Based on this model, an algorithm is presented to iteratively isolate modules while minimizing the cost incurred by RTL operand isolation. Experimental results with power reductions of up to 30% demonstrate the effectiveness of the approach. 1 Introduction In certain classes..

Low power predictable memory and processing architectures

Great demand in power optimized devices shows promising economic potential and draws lots of attention in industry and research area. Due to the continuously shrinking CMOS process, not only dynamic power but also static power has emerged as a big concern in power reduction. Other than power optimization, average-case power estimation is quite significant for power budget allocation but also challenging in terms of time and effort. In this thesis, we will introduce a methodology to support modular quantitative analysis in order to estimate average power of circuits, on the basis of two concepts named Random Bag Preserving and Linear Compositionality. It can shorten simulation time and sustain high accuracy, resulting in increasing the feasibility of power estimation of big systems. For power saving, firstly, we take advantages of the low power characteristic of adiabatic logic and asynchronous logic to achieve ultra-low dynamic and static power. We will propose two memory cells, which could run in adiabatic and non-adiabatic mode. About 90% dynamic power can be saved in adiabatic mode when compared to other up-to-date designs. About 90% leakage power is saved. Secondly, a novel logic, named Asynchronous Charge Sharing Logic (ACSL), will be introduced. The realization of completion detection is simplified considerably. Not just the power reduction improvement, ACSL brings another promising feature in average power estimation called data-independency where this characteristic would make power estimation effortless and be meaningful for modular quantitative average case analysis. Finally, a new asynchronous Arithmetic Logic Unit (ALU) with a ripple carry adder implemented using the logically reversible/bidirectional characteristic exhibiting ultra-low power dissipation with sub-threshold region operating point will be presented. The proposed adder is able to operate multi-functionally

Digital System Design - Use of Microcontroller

Embedded systems are today, widely deployed in just about every piece of machinery from toasters to spacecraft. Embedded system designers face many challenges. They are asked to produce increasingly complex systems using the latest technologies, but these technologies are changing faster than ever. They are asked to produce better quality designs with a shorter time-to-market. They are asked to implement increasingly complex functionality but more importantly to satisfy numerous other constraints. To achieve the current goals of design, the designer must be aware with such design constraints and more importantly, the factors that have a direct effect on them.One of the challenges facing embedded system designers is the selection of the optimum processor for the application in hand; single-purpose, general-purpose or application specific. Microcontrollers are one member of the family of the application specific processors.The book concentrates on the use of microcontroller as the embedded system?s processor, and how to use it in many embedded system applications. The book covers both the hardware and software aspects needed to design using microcontroller.The book is ideal for undergraduate students and also the engineers that are working in the field of digital system design.Contents• Preface;• Process design metrics;• A systems approach to digital system design;• Introduction to microcontrollers and microprocessors;• Instructions and Instruction sets;• Machine language and assembly language;• System memory; Timers, counters and watchdog timer;• Interfacing to local devices / peripherals;• Analogue data and the analogue I/O subsystem;• Multiprocessor communications;• Serial Communications and Network-based interfaces

Digital System Design - Use of Microcontroller

Embedded systems are today, widely deployed in just about every piece of machinery from toasters to spacecraft. Embedded system designers face many challenges. They are asked to produce increasingly complex systems using the latest technologies, but these technologies are changing faster than ever. They are asked to produce better quality designs with a shorter time-to-market. They are asked to implement increasingly complex functionality but more importantly to satisfy numerous other constraints. To achieve the current goals of design, the designer must be aware with such design constraints and more importantly, the factors that have a direct effect on them.One of the challenges facing embedded system designers is the selection of the optimum processor for the application in hand; single-purpose, general-purpose or application specific. Microcontrollers are one member of the family of the application specific processors.The book concentrates on the use of microcontroller as the embedded system?s processor, and how to use it in many embedded system applications. The book covers both the hardware and software aspects needed to design using microcontroller.The book is ideal for undergraduate students and also the engineers that are working in the field of digital system design.Contents• Preface;• Process design metrics;• A systems approach to digital system design;• Introduction to microcontrollers and microprocessors;• Instructions and Instruction sets;• Machine language and assembly language;• System memory; Timers, counters and watchdog timer;• Interfacing to local devices / peripherals;• Analogue data and the analogue I/O subsystem;• Multiprocessor communications;• Serial Communications and Network-based interfaces

The 1992 4th NASA SERC Symposium on VLSI Design

Papers from the fourth annual NASA Symposium on VLSI Design, co-sponsored by the IEEE, are presented. Each year this symposium is organized by the NASA Space Engineering Research Center (SERC) at the University of Idaho and is held in conjunction with a quarterly meeting of the NASA Data System Technology Working Group (DSTWG). One task of the DSTWG is to develop new electronic technologies that will meet next generation electronic data system needs. The symposium provides insights into developments in VLSI and digital systems which can be used to increase data systems performance. The NASA SERC is proud to offer, at its fourth symposium on VLSI design, presentations by an outstanding set of individuals from national laboratories, the electronics industry, and universities. These speakers share insights into next generation advances that will serve as a basis for future VLSI design