Research
CMP-NoC Co-design
The advent of multi-core architectures has increased the popularity of chip multi-processors (CMP) and the use of networks-on-chip (NoCs) as a fabric interconnecting cores in high performance computers. Traditionally, the evaluation of the NoCs design space has been carried out with traces, and a less used alternative being full system simulations. Traces do not capture the message dependencies in real applications which makes replaying a trace less accurate than a full system simulation. While full system simulations provide high accuracy, they are hindered by extremely long run times and limitations in the number of cores. Previous attempts at generating traces with message dependencies involve the generation of traces through full-system simulations which are platform dependent and extremely difficult especially for massive multi-core systems (i.e hundreds of cores).
In this work we present a platform independent, dependency tracked event-based NoC evaluation methodology. Since the events track dependencies between multiple threads, the presented methodology is capable of replaying messages across the network in the correct order which ensures accuracy, while it does not require simulating the functionality of a microprocessor, like full system simulators do. In addition, the presented framework can be scaled easily to evaluate future NoCs for massive multi-core CMPs comprising of hundreds of nodes. The methodology is used to explore the design space in the CMP-NoC co-design process.
Clock Tree/Mesh Synthesis
In this research, the utilization of computing power to improve an essential step of integrated circuit (IC) physical design flow, clock network design, is investigated. Clock network design entails a series of computationally intensive, large-scale design and optimization tasks. Automation for conventional, zero skew, buffered clock trees is common. However, high performance clock tree design remains a tedious task with increasing requirements for higher speed through skew scheduling, variation-awareness and constrained power budgets. The lack or inefficacy of the automation for implementing high performance clock networks, especially for low-power, high speed and variation-aware implementations, is the main driver for this research.
In the traditional integrated circuit design flow, the placement and clock network synthesis stages are performed sequentially. It is desirable to combine the placement and clock network synthesis stages to provide a better physical design. In this project, the integration of placement and clock network synthesis is investigated for the purpose of reducing clock power dissipation. Moreover, various types of novel clock distribution architectures are studied.
Resonant Clocking Technologies
Achieving high quality synchronization with low power dissipation is a major objective in synchronous VLSI circuit design at high frequency regimes. In order to meet this objective, conventional clock design methodologies are constantly being improved. Also, next-generation alternatives to conventional clocking have been emerging. Resonant clocking technologies provide operating frequencies and power dissipation levels that are unprecedented in the state-of-the-art, bulk-CMOS VLSI IC implementations. These technologies must be characterized for on chip variations, have robust simulation models and be supported by specific design flows in order to be viable in high volume production. This project addresses such challenges in the design and design automation of resonant clocking technologies for high-volume IC production.
With improved nanoscale design characterization and design automation methodologies, resonant clocking technologies can be seamlessly integrated within the mainstream VLSI IC design flow. The broader impacts of this project are in revolutionizing the clock synchronization methodology of digital VLSI synchronous circuits for low-power, multi-GHz operation and providing its sustainability over semiconductor technology scaling. Proposed low-power, multi-GHz high-performance clocking operation will have a major impact on all microelectronic systems, from field-deployable low power sensors to the world's fastest supercomputers.
Wireless On-Chip Interconnects
Increasing functionality and complexity in design of integrated circuits (ICs) requires careful planning for on-chip resources such as area and power. Critical design decisions are often given based on the availability of these resources within increasingly stringent design budgets. Among these typical IC design budgets, wire interconnects are one of the most expensive items. Significantly impacting the timing, power and area resources, wire interconnects constitute the complex infrastructure to establish communication and synchronization within a conventional, state-of-the-art IC.
In this project, wireless communication principles are investigated in order to replace the resource-demanding, conventional, wire-based interconnect networks within integrated circuits. By implementing one or many transmitter and receiver antennas on the same chip, wireless communication principles will be used to communicate between distant components within a chip. The proposed on-chip wireless communication implementations bear a constant overhead in area and power budgets in order to implement the antennas and surrounding circuitry. However, the increasing size and complexity of conventional wire interconnects (particularly for heavy-duty global interconnects such as clock and power lines) are mitigated, solving one of the major problems in state-of-the-art IC design process. Wireless communication will provide a solution that is highly scalable into the future for the IC communication challenge, as increases in technology scaling and die size dimensions are forecast by the semiconductor industry.
Also see our article titled "What is Wireless Interconnect?" in the February 2012 edition of the ACM SIGDA newsletter to 3000+ recipients.
Previous Projects
Clock Skew Scheduling
Integrated circuits design at the sub-micron levels, particularly in the transition to 60 and lower technologies, requires paradigm shifts. In order to achieve high-performance, robust and high-yield production, design and manufacturing techniques are being investigated more carefully. A successful design at a sub-60nm technology can be achieved through employing a combination of design principles. Investigation and improvement of each design principle is important and a contributing factor to prolonging the success of Moore's Law in CMOS based IC design.
In this research, an additional design principle---clock skew scheduling---to aid the design of deep sub-micron IC design is investigated. The performance enhancing effects of clock skew scheduling has been known for over 20 years. Designers employ ad hoc tricks to delay clock signals on timing violated paths to satisfy design budgets. Due to the scalability of the conventional application techniques, however, clock skew scheduling typically cannot be used to its full advantage. The common advantages of skew scheduling are known to be fixing timing violations and improving operating frequencies of circuits. In deep sub-micron design era, skew scheduling can effectively be used to improve timing yield and enable low power design alternatives as well. Provided that the increasing computing power of multi-core systems can be applied to remedy the scalability problem and by reformulating the objectives, clock skew scheduling can be used as an additional design principle to enable high-yield IC design at 45nm and lower technologies.
Quantum-Dot Cellular Automata (QCA) based Nanoarchitectures
It is expected that the physical barrier in the nanoscale implementation of CMOS devices will soon be reached. The development of next generation computation systems will stem from the exploration of nanoscale materials and biological systems. Properties and applications of several nanoscale technologies, such as Quantum-dot Cellular Automata (QCA) investigated in this work, are being explored intensively. Basic design methods and simulators have been developed to show the potential of QCA technology in meeting future computation needs. What is missing in the current agenda of QCA research are studies on layout optimization and system-level architecture design. The challenge in performing these studies is the necessity to address the high levels of pipelining, parallelism, and fault-tolerance required for high performance operation of QCA systems.
The objective of the proposed research is to investigate fault-tolerant QCA architectures using advanced clocking schemes for practical implementation of QCA-based nanocomputers. Towards this end, essential circuit components for such computers and system-level integration of these components will be investigated. In the project, the emphasis is on novel circuit architectures and clocking schemes to perform computations with this emerging technology. Manufacturing challenges will be addressed to capture the fault-tolerance properties for architecture design.
