Energy autonomous systems : future trends in devices, technology, and systems

The rapid evolution of electronic devices since the beginning of the nanoelectronics era has brought about exceptional computational power in an ever shrinking system footprint. This has enabled among others the wealth of nomadic battery powered wireless systems (smart phones, mp3 players, GPS, …) that society currently enjoys. Emerging integration technologies enabling even smaller volumes and the associated increased functional density may bring about a new revolution in systems targeting wearable healthcare, wellness, lifestyle and industrial monitoring applications

Structures et contrôle d'amplificateurs de puissance et de convertisseurs statiques d'énergie électrique en vue de leur enfouissement

Ce manuscrit d’HDR discute de structure et de contrôle de convertisseurs et d’amplificateurs, dans les gammes de tension de quelques volts et de puissance inférieure au watt, en vue de leurs enfouissements au sein de circuits intégrés. Enfouis, car au-delà d’être intégrés, ils sont distribués au sein de chaque fonction, et finalement dissimulés d’un point de vue système. Cette approche répond aux multiples verrous limitant l’autonomie, augmentant le volume d’un système électronique et réduisant leurs fiabilités.Je situe principalement mes travaux par rapport à l’état de l’art sur les méthodologies de simulation et d’analyse de structure, et de leurs contrôles, complétées par des propositions de circuit et leurs implémentations à des fins de validations expérimentales. L’exploration des trois grandes familles de convertisseurs, capacitif, inductif et résonant, et leurs hybridations par connexion série ou parallèle, ont permis de dégager des tendances de miniaturisation, des lois en vue de la prédiction de certaines de leurs performances, notamment le rendement énergétique. Cette étude structurelle est également un déclencheur et un aiguilleur d’évolution des technologies. Par la suite, différents types de contrôle, pour fournir une alimentation stable ou variable rapidement, sont analysés tels que le contrôle analogique et numérique à fréquence fixe ou variable. La contribution est majoritairement orientée vers la proposition de boucles d’asservissement originales, plutôt analogiques, intimement liées au convertisseur. Ces apports à multiples facettes sont autant de clefs vers l’enfouissement des convertisseurs.Je me suis attaché à décrire mes apports repris dans une quinzaine d’articles internationaux, une trentaine de conférences internationales et une dizaine de brevets à ce jour. Je reste également actif dans la mission d’enseignement et contribue à la formation par la recherche dans ce domaine, peu couvert par les formations initiales.Au niveau des perspectives, il paraît nécessaire de continuer à explorer de nouvelles structures ou à revisiter certaines, à la lumière des technologies émergentes sur une échelle de puissance élargie couvrant également le milliwatt. Dans un esprit de décloisonnement et pour créer de nouvelles filières, je souhaiterais porter de nouveaux projets en collaboration avec d’autres chercheurs sur l’analyse du codage logique et les convertisseurs à transduction multi domaines. Enfin, il est nécessaire de penser aux répercussions de la recherche sur la société et les orienter en fonction d’une réflexion globale

Design of robust ultra-low power platform for in-silicon machine learning

The rapid development of machine learning plays a key role in enabling next generation computing systems with enhanced intelligence. Present day machine learning systems adopt an "intelligence in the cloud" paradigm, resulting in heavy energy cost despite state-of-the-art performance. It is therefore of great interest to design embedded ultra-low power (ULP) platforms with in-silicon machine learning capability. A self-contained ULP platform consists of the energy delivery, sensing and information processing subsystems. This dissertation proposes techniques to design and optimize the ULP platform for in-silicon machine learning by exploring a trade-off that exists between energy-efficiency and robustness. This trade-off arises when the information processing functionality is integrated into the energy delivery, sensing, or emerging stochastic fabrics (e.g., CMOS operating in near-threshold voltage or voltage overscaling, and beyond CMOS devices). This dissertation presents the Compute VRM (C-VRM) to embed the information processing into the energy delivery subsystem. The C-VRM employs multiple voltage domain stacking and core swapping to achieve high total system energy efficiency in near/sub-threshold region. A prototype IC of the C-VRM is implemented in a 1.2 V, 130 nm CMOS process. Measured results indicate that the C-VRM has up to 44.8% savings in system-level energy per operation compared to the conventional system, and an efficiency ranging from 79% to 83% over an output voltage range of 0.52 V to 0.6 V. This dissertation further proposes the Compute Sensor approach to embed information processing into the sensing subsystem. The Compute Sensor eliminates both the traditional sensor-processor interface, and the high-SNR/high-energy digital processing by moving feature extraction and classification functions into the analog domain. Simulation results in 65 nm CMOS show that the proposed Compute Sensor can achieve a detection accuracy greater than 94.7% using the Caltech101 dataset, which is within 0.5% of that achieved by an ideal digital implementation. The performance is achieved with 7x to 17x lower energy than the conventional architecture for the same level of accuracy. To further explore the energy-efficiency vs. robustness trade-off, this dissertation explores the use of highly energy efficient but unreliable stochastic fabrics to implement in-silicon machine learning kernels. In order to perform reliable computation on the stochastic fabrics, this dissertation proposes to employ statistical error compensation (SEC) as an effective error compensation technique. This dissertation makes a contribution to the portfolio of SEC by proposing embedded algorithmic noise tolerance (E-ANT) for low overhead error compensation. E-ANT operates by reusing part of the main block as estimator and thus embedding the estimator into the main block. System level simulation results in a commercial 45 nm CMOS process show that E-ANT achieves up to 38% error tolerance and up to 51% energy savings compared with an uncompensated system. This dissertation makes a contribution to the theoretical understanding of stochastic fabrics by proposing a class of probabilistic error models that can accurately model the hardware errors on the stochastic fabrics. The models are validated in a commercial 45 nm CMOS process and employed to evaluate the performance of machine learning kernels in the presence of hardware errors. Performance prediction of a support vector machine (SVM) based classifier using these models indicates that the probability of detection P_{det} estimated using the proposed model is within 3% for timing errors due to voltage overscaling when the error rate p_η ≤ 80%, within 5% for timing errors due to process variation in near threshold-voltage (NTV) region (0.3 V-0.7 V) and within 2% for defect errors when the defect rate p_{saf} is between 10^{-3} and 20%, compared with HDL simulation results. Employing the proposed error model and evaluation methodology, this dissertation explores the use of distributed machine learning architectures, named classifier ensemble, to enhance the robustness of in-silicon machine learning kernels. Comparative study of distributed architectures (i.e., random forest (RF)) and centralized architectures (i.e., SVM) is performed in a commercial 45 nm CMOS process. Employing the UCI machine learning repository as input, it is determined that RF-based architectures are significantly more robust than SVM architectures in presence of timing errors in the NTV region (0.3 V- 0.7 V). Additionally, an error weighted voting technique that incorporates the timing error statistics of the NTV circuit fabric is proposed to further enhance the robustness of RF architectures. Simulation results confirm that the error weighted voting technique achieves a P_{det} that varies by only 1.4%, which is 12x lower compared to centralized architectures

Reconfigurable Gate Driver Toward High-Power Efficiency and High-Power Density Converters

Les systèmes de gestion de l'énergie exigent des convertisseurs de puissance pour fournir une conversion de puissance adaptée à diverses utilisations. Il existe différents types de convertisseurs de puissance, tel que les amplificateurs de puissance de classe D, les demi-ponts, les ponts complets, les amplificateurs de puissance de classe E, les convertisseurs buck et dernièrement les convertisseurs boost. Prenons par exemple les dispositifs implantables, lorsque l'énergie est prélevée de la source principale, des convertisseurs de puissance buck ou boost sont nécessaires pour traiter l'énergie de l'entrée et fournir une énergie propre et adaptée aux différentes parties du système. D'autre part, dans les stations de charge des voitures électriques, les nouveaux téléphones portables, les stimulateurs neuronaux, etc., l'énergie sans fil a été utilisée pour assurer une alimentation à distance, et des amplificateurs de puissance de classe E sont développés pour accomplir cette tâche. Les amplificateurs de puissance de classe D sont un excellent choix pour les casques d'écoute ou les haut-parleurs en raison de leur grande efficacité. Dans le cas des interfaces de capteurs, les demi-ponts et les ponts complets sont les interfaces appropriées entre les systèmes à faible et à forte puissance. Dans les applications automobiles, l'interface du capteur reçoit le signal du côté puissance réduite et le transmet à un réseau du côté puissance élevée. En outre, l'interface du capteur doit recevoir un signal du côté haute puissance et le convertir vers la côté basse puissance. Tous les systèmes mentionnés ci-dessus nécessitent l'inclusion d'un pilote de porte spécifique dans les circuits, selon les applications. Les commandes de porte comprennent généralement un décalage du niveau de commande niveau supérieur, le levier de changement de niveau inférieur, une chaîne de tampon, un circuit de verrouillage sous tension, un circuit de temps mort, des portes logiques, un inverseur de Schmitt et un mécanisme de démarrage. Ces circuits sont nécessaires pour assurer le bon fonctionnement des systèmes de conversion de puissance. Un circuit d'attaque de porte reconfigurable prendrait en charge une vaste gamme de convertisseurs de puissance ayant une tension d'entrée V[indice IN] et un courant de sortie I[indice Load] variables. L'objectif de ce projet est d'étudier intensivement les causes de différentes pertes dans les convertisseurs de puissance et de proposer ensuite de nouveaux circuits et méthodologies dans les différents circuits des conducteurs de porte pour atteindre une conversion de puissance avec une haute efficacité et densité de puissance. Nous proposons dans cette thèse de nouveaux circuits de gestion des temps mort, un Shapeshifter de niveau plus élevé et un Shapeshifter de niveau inférieur avec de nouvelles topologies qui ont été pleinement caractérisées expérimentalement. De plus, l'équation mathématique du temps mort optimal pour les faces haute et basse d'un convertisseur buck est dérivée et expérimentalement prouvée. Les circuits intégrés personnalisés et les méthodologies proposées sont validés avec différents convertisseurs de puissance, tels que les convertisseurs semi-pont et en boucle ouverte, en utilisant des composants standard pour démontrer leur supériorité sur les solutions traditionnelles. Les principales contributions de cette recherche ont été présentées à sept conférences prestigieuses, trois articles évalués par des pairs, qui ont été publiés ou présentés, et une divulgation d'invention. Une contribution importante de ce travail recherche est la proposition d'un nouveau générateur actif CMOS intégré dédié de signaux sans chevauchement. Ce générateur a été fabriqué à l'aide de la technologie AMS de 0.35µm et consomme 16.8mW à partir d'une tension d'alimentation de 3.3V pour commander de manière appropriée les côtés bas et haut d'un demi-pont afin d'éliminer la propagation. La puce fabriquée est validée de façon expérimentale avec un demi-pont, qui a été mis en œuvre avec des composants disponibles sur le marché et qui contrôle une charge R-L. Les résultats des mesures montrent une réduction de 40% de la perte totale d'un demi-pont de 45V d'entrée à 1MHz par rapport au fonctionnement du demi-pont sans notre circuit intégré dédié. Le circuit principal du circuit d'attaque de grille côté haut est le décaleur de niveau, qui fournit un signal de grande amplitude pour le commutateur de puissance côté haut. Une nouvelle structure de décalage de niveau avec un délai de propagation minimal doit être présentée. Nous proposons une nouvelle topologie de décalage de niveau pour le côté haut des drivers de porte afin de produire des convertisseurs de puissance efficaces. Le SL présente des délais de propagation mesurés de 7.6ns. Les résultats mesurés montrent le fonctionnement du circuit présenté sur la plage de fréquence de 1MHz à 130MHz. Le circuit fabriqué consomme 31.5pW de puissance statique et 3.4pJ d'énergie par transition à 1kHz, V[indice DDL] = 0.8V , V[indice DDH] = 3.0V, et une charge capacitive C[indice L] = 0.1pF. La consommation énergétique totale mesurée par rapport à la charge capacitive de 0.1 à 100nF est indiquée. Un autre nouveau décalage vers le bas est proposé pour être utilisé sur le côté bas des pilotes de portes. Ce circuit est également nécessaire dans la partie Rₓ du réseau de bus de données pour recevoir le signal haute tension du réseau et délivrer un signal de faible amplitude à la partie basse tension. L'une des principales contributions de ces travaux est la proposition d'un modèle de référence pour l'abaissement de niveau à puissance unique reconfigurable. Le circuit proposé pilote avec succès une gamme de charges capacitives allant de 10fF à 350pF. Le circuit présenté consomme des puissances statiques et dynamiques de 62.37pW et 108.9µW, respectivement, à partir d'une alimentation de 3.3V lorsqu'il fonctionne à 1MHz et pilote une charge capacitive de 10pF. Les résultats de la simulation post-layout montrent que les délais de propagation de chute et de montée dans les trois configurations sont respectivement de l'ordre de 0.54 à 26.5ns et de 11.2 à 117.2ns. La puce occupe une surface de 80µm × 100µm. En effet, les temps morts des côtés hauts et bas varient en raison de la différence de fonctionnement des commutateurs de puissance côté haut et côté bas, qui sont respectivement en commutation dure et douce. Par conséquent, un générateur de temps mort reconfigurable asymétrique doit être ajouté aux pilotes de portes traditionnelles pour obtenir une conversion efficace. Notamment, le temps mort asymétrique optimal pour les côtés hauts et bas des convertisseurs de puissance à base de Gan doit être fourni par un circuit de commande de grille reconfigurable pour obtenir une conception efficace. Le temps mort optimal pour les convertisseurs de puissance dépend de la topologie. Une autre contribution importante de ce travail est la dérivation d'une équation précise du temps mort optimal pour un convertisseur buck. Le générateur de temps mort asymétrique reconfigurable fabriqué sur mesure est connecté à un convertisseur buck pour valider le fonctionnement du circuit proposé et l'équation dérivée. De plus le rendement d'un convertisseur buck typique avec T[indice DLH] minimum et T[indice DHL] optimal (basé sur l'équation dérivée) à I[indice Load] = 25mA est amélioré de 12% par rapport à un convertisseur avec un temps mort fixe de T[indice DLH] = T[indice DHL] = 12ns.Power management systems require power converters to provide appropriate power conversion for various purposes. Class D power amplifiers, half and full bridges, class E power amplifiers, buck converters, and boost converters are different types of power converters. Power efficiency and density are two prominent specifications for designing a power converter. For example, in implantable devices, when power is harvested from the main source, buck or boost power converters are required to receive the power from the input and deliver clean power to different parts of the system. In charge stations of electric cars, new cell phones, neural stimulators, and so on, power is transmitted wirelessly, and Class E power amplifiers are developed to accomplish this task. In headphone or speaker driver applications, Class D power amplifiers are an excellent choice due to their great efficiency. In sensor interfaces, half and full bridges are the appropriate interfaces between the low- and high-power sides of systems. In automotive applications, the sensor interface receives the signal from the low-power side and transmits it to a network on the high-power side. In addition, the sensor interface must receive a signal from the high-power side and convert it down to the low-power side. All the above-summarized systems require a particular gate driver to be included in the circuits depending on the applications. The gate drivers generally consist of the level-up shifter, the level-down shifter, a buffer chain, an under-voltage lock-out circuit, a deadtime circuit, logic gates, the Schmitt trigger, and a bootstrap mechanism. These circuits are necessary to achieve the proper functionality of the power converter systems. A reconfigurable gate driver would support a wide range of power converters with variable input voltage V[subscript IN] and output current I[subscript Load]. The goal of this project is to intensively investigate the causes of different losses in power converters and then propose novel circuits and methodologies in the different circuits of gate drivers to achieve power conversion with high-power efficiency and density. We propose novel deadtime circuits, level-up shifter, and level-down shifter with new topologies that were fully characterized experimentally. Furthermore, the mathematical equation for optimum deadtimes for the high and low sides of a buck converter is derived and proven experimentally. The proposed custom integrated circuits and methodologies are validated with different power converters, such as half bridge and open loop buck converters, using off-the-shelf components to demonstrate their superiority over traditional solutions. The main contributions of this research have been presented in seven high prestigious conferences, three peer-reviewed articles, which have been published or submitted, and one invention disclosure. An important contribution of this research work is the proposal of a novel custom integrated CMOS active non-overlapping signal generator, which was fabricated using the 0.35−µm AMS technology and consumes 16.8mW from a 3.3−V supply voltage to appropriately drive the low and high sides of the half bridge to remove the shoot-through. The fabricated chip is validated experimentally with a half bridge, which was implemented with off-the-shelf components and driving a R-L load. Measurement results show a 40% reduction in the total loss of a 45 − V input 1 − MHz half bridge compared with the half bridge operation without our custom integrated circuit. The main circuit of high-side gate driver is the level-up shifter, which provides a signal with a large amplitude for the high-side power switch. A new level shifter structure with minimal propagation delay must be presented. We propose a novel level shifter topology for the high side of gate drivers to produce efficient power converters. The LS shows measured propagation delays of 7.6ns. The measured results demonstrate the operation of the presented circuit over the frequency range of 1MHz to 130MHz. The fabricated circuit consumes 31.5pW of static power and 3.4pJ of energy per transition at 1kHz, V[subscript DDL] = 0.8V , V[subscript DDH] = 3.0V , and capacitive load C[subscript L] = 0.1pF. The measured total power consumption versus the capacitive load from 0.1pF to 100nF is reported. Another new level-down shifter is proposed to be used on the low side of gate drivers. Another new level-down shifter is proposed to be used on the low side of gate drivers. This circuit is also required in the Rₓ part of the data bus network to receive the high-voltage signal from the network and deliver a signal with a low amplitude to the low-voltage part. An essential contribution of this work is the proposal of a single supply reconfigurable level-down shifter. The proposed circuit successfully drives a range of capacitive load from 10fF to 350pF. The presented circuit consumes static and dynamic powers of 62.37pW and 108.9µW, respectively, from a 3.3 − V supply when working at 1MHz and drives a 10pF capacitive load. The post-layout simulation results show that the fall and rise propagation delays in the three configurations are in the range of 0.54 − 26.5ns and 11.2 − 117.2ns, respectively. Its core occupies an area of 80µm × 100µm. Indeed, the deadtimes for the high and low sides vary due to the difference in the operation of the high- and low-side power switches, which are under hard and soft switching, respectively. Therefore, an asymmetric reconfigurable deadtime generator must be added to the traditional gate drivers to achieve efficient conversion. Notably, the optimal asymmetric deadtime for the high and low sides of GaN-based power converters must be provided by a reconfigurable gate driver to achieve efficient design. The optimum deadtime for power converters depends on the topology. Another important contribution of this work is the derivation of an accurate equation of optimum deadtime for a buck converter. The custom fabricated reconfigurable asymmetric deadtime generator is connected to a buck converter to validate the operation of the proposed circuit and the derived equation. The efficiency of a typical buck converter with minimum T[subscript DLH] and optimal T[subscript DHL] (based on the derived equation) at I[subscript Load] = 25mA is improved by 12% compared to a converter with a fixed deadtime of T[subscript DLH] = T[subscript DHL] = 12ns

Solid State Circuits Technologies

The evolution of solid-state circuit technology has a long history within a relatively short period of time. This technology has lead to the modern information society that connects us and tools, a large market, and many types of products and applications. The solid-state circuit technology continuously evolves via breakthroughs and improvements every year. This book is devoted to review and present novel approaches for some of the main issues involved in this exciting and vigorous technology. The book is composed of 22 chapters, written by authors coming from 30 different institutions located in 12 different countries throughout the Americas, Asia and Europe. Thus, reflecting the wide international contribution to the book. The broad range of subjects presented in the book offers a general overview of the main issues in modern solid-state circuit technology. Furthermore, the book offers an in depth analysis on specific subjects for specialists. We believe the book is of great scientific and educational value for many readers. I am profoundly indebted to the support provided by all of those involved in the work. First and foremost I would like to acknowledge and thank the authors who worked hard and generously agreed to share their results and knowledge. Second I would like to express my gratitude to the Intech team that invited me to edit the book and give me their full support and a fruitful experience while working together to combine this book

Finite element modeling in the design and optimization of portable instrumentation

Finite element modeling method (FEM) is a powerful numerical analysis method that is widely used in various engineering and scientific domains. In this thesis, we have utilized FEM to study structural analysis, heat transfer, and fluid flow in the instrumentation design and optimization. In particular, we have designed and optimized a portable micro-dispenser for bio-medical applications and a portable enclosure device for industrial applications. In the micro-dispenser study, our proposed model is comprised of a permanent mainframe and a disposable main tank, which can hold a bulk volume of sample fluid as an off-chip reservoir. The height of the micro-dispenser and the diameter of the passive valve have been analytically designed upon the physical properties of the fluid sample. A Peltier thermoelectric device supported by a fuzzy logic controller is dedicated to controlling the temperature within the micro-dispenser. As an extension, we have also explored another piezoelectric-based actuator, which is further optimized by genetic algorithm and verified by FEM simulations. Furthermore, in the enclosure study, we have proposed a design and optimization methodology for the self-heating portable enclosures, which can warm up the inner space from -55°C for encasing the low-cost industrial-class electronic devices instead of expensive military-class ones to work reliably within their allowed operating temperature limit. By considering various factors (including hardness, thermal conductivity, cost, and lifetime), we have determined to mainly use polycarbonate as the manufacturing material of the enclosure. The placement of the thermal resistors is studied with the aid of FEM-based thermal modeling. In summary, despite the distinct specialties and diverse applications in this multi-disciplinary research, we have proposed our design methodologies based on FEM. The design efficacy has been not only demonstrated by the FEM simulations, but also validated by our experimental measurements of the corresponding prototypes fabricated with a 3D printer

Microarchitectural Low-Power Design Techniques for Embedded Microprocessors

With the omnipresence of embedded processing in all forms of electronics today, there is a strong trend towards wireless, battery-powered, portable embedded systems which have to operate under stringent energy constraints. Consequently, low power consumption and high energy efficiency have emerged as the two key criteria for embedded microprocessor design. In this thesis we present a range of microarchitectural low-power design techniques which enable the increase of performance for embedded microprocessors and/or the reduction of energy consumption, e.g., through voltage scaling. In the context of cryptographic applications, we explore the effectiveness of instruction set extensions (ISEs) for a range of different cryptographic hash functions (SHA-3 candidates) on a 16-bit microcontroller architecture (PIC24). Specifically, we demonstrate the effectiveness of light-weight ISEs based on lookup table integration and microcoded instructions using finite state machines for operand and address generation. On-node processing in autonomous wireless sensor node devices requires deeply embedded cores with extremely low power consumption. To address this need, we present TamaRISC, a custom-designed ISA with a corresponding ultra-low-power microarchitecture implementation. The TamaRISC architecture is employed in conjunction with an ISE and standard cell memories to design a sub-threshold capable processor system targeted at compressed sensing applications. We furthermore employ TamaRISC in a hybrid SIMD/MIMD multi-core architecture targeted at moderate to high processing requirements (> 1 MOPS). A range of different microarchitectural techniques for efficient memory organization are presented. Specifically, we introduce a configurable data memory mapping technique for private and shared access, as well as instruction broadcast together with synchronized code execution based on checkpointing. We then study an inherent suboptimality due to the worst-case design principle in synchronous circuits, and introduce the concept of dynamic timing margins. We show that dynamic timing margins exist in microprocessor circuits, and that these margins are to a large extent state-dependent and that they are correlated to the sequences of instruction types which are executed within the processor pipeline. To perform this analysis we propose a circuit/processor characterization flow and tool called dynamic timing analysis. Moreover, this flow is employed in order to devise a high-level instruction set simulation environment for impact-evaluation of timing errors on application performance. The presented approach improves the state of the art significantly in terms of simulation accuracy through the use of statistical fault injection. The dynamic timing margins in microprocessors are then systematically exploited for throughput improvements or energy reductions via our proposed instruction-based dynamic clock adjustment (DCA) technique. To this end, we introduce a 6-stage 32-bit microprocessor with cycle-by-cycle DCA. Besides a comprehensive design flow and simulation environment for evaluation of the DCA approach, we additionally present a silicon prototype of a DCA-enabled OpenRISC microarchitecture fabricated in 28 nm FD-SOI CMOS. The test chip includes a suitable clock generation unit which allows for cycle-by-cycle DCA over a wide range with fine granularity at frequencies exceeding 1 GHz. Measurement results of speedups and power reductions are provided

Active timing margin management to improve microprocessor power efficiency

Improving power/performance efficiency is critical for today’s micro- processors. From edge devices to datacenters, lower power or higher performance always produces better systems, measured by lower cost of ownership or longer battery time. This thesis studies improving microprocessor power/performance efficiency by optimizing the pipeline timing margin. In particular, this thesis focuses on improving the efficacy of Active Timing Margin, a young technology that dynamically adjusts the margin. Active timing margin trims down the pipeline timing margin with a control loop that adjusts voltage and frequency based on real-time chip environment monitoring. The key insight of this thesis is that in order to maximize active timing margin’s efficiency enhancement benefits, synergistic management from processor architecture design and system software scheduling are needed. To that end, this thesis covers the major consumers of pipeline timing margin, including temperature, voltage, and process variation. For temperature variation, the thesis proposes a table-lookup based active timing margin mechanism, and an associated temperature management scheme to minimize power consumption. For voltage variation, the thesis characterizes the limiting factors of adaptive clocking’s power saving and proposes application scheduling to maximize total system power reduction. For process variation, the thesis proposes core-level adaptive clocking reconfiguration to automatically expose inter-core variation and discusses workload scheduling and throttling management to control critical application performance. The author believes the optimization presented in this thesis can potentially benefit a variety of processor architectures as the conclusions are based on the solid measurement on state-of-the-art processors, and the research objective, active timing margin, already has wide applicability in the latest microprocessors by the time this thesis is written.Electrical and Computer Engineerin

Topical Workshop on Electronics for Particle Physics

The purpose of the workshop was to present results and original concepts for electronics research and development relevant to particle physics experiments as well as accelerator and beam instrumentation at future facilities; to review the status of electronics for the LHC experiments; to identify and encourage common efforts for the development of electronics; and to promote information exchange and collaboration in the relevant engineering and physics communities