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Featured researches published by Ron Ho.


Proceedings of the IEEE | 2009

Computer Systems Based on Silicon Photonic Interconnects

Ashok V. Krishnamoorthy; Ron Ho; Xuezhe Zheng; Herb Schwetman; Jon Lexau; Pranay Koka; Guoliang Li; Ivan Shubin; John E. Cunningham

We present a computing microsystem that uniquely leverages the bandwidth, density, and latency advantages of silicon photonic interconnect to enable highly compact supercomputer-scale systems. We describe and justify single-node and multinode systems interconnected with wavelength-routed optical links, quantify their benefits vis-a-vis electrically connected systems, analyze the constituent optical component and system requirements, and provide an overview of the critical technologies needed to fulfill this system vision. This vision calls for more than a hundredfold reduction in energy to communicate an optical bit of information. We explore the power dissipation of a photonic link, suggest a roadmap to lower the energy-per-bit of silicon photonic interconnects, and identify the challenges that will be faced by device and circuit designers towards this goal.


international symposium on microarchitecture | 2007

Research Challenges for On-Chip Interconnection Networks

John D. Owens; William J. Dally; Ron Ho; D.N. (Jay) Jayasimha; Stephen W. Keckler; Li-Shiuan Peh

On-chip interconnection networks are rapidly becoming a key enabling technology for commodity multicore processors and SoCs common in consumer embedded systems, the National Science Foundation initiated a workshop that addressed upcoming research issues in OCIN technology, design, and implementation and set a direction for researchers in the field.


international symposium on computer architecture | 2000

Smart Memories: a modular reconfigurable architecture

Ken Mai; Tim Paaske; Nuwan Jayasena; Ron Ho; William J. Dally; Mark Horowitz

Trends in VLSI technology scaling demand that future computing devices be narrowly focused to achieve high performance and high efficiency, yet also target the high volumes and low costs of widely applicable general purpose designs. To address these conflicting requirements, we propose a modular reconfigurable architecture called Smart Memories, targeted at computing needs in the 0.1μ technology generation. A Smart Memories chip is made up of many processing tiles, each containing local memory, local interconnect, and a processor core. For efficient computation under a wide class of possible applications, the memories, the wires, and the computational model can all be altered to match the applications. To show the applicability of this design, two very different machines at opposite ends of the architectural spectrum, the Imagine stream processor and the Hydra speculative multiprocessor, are mapped onto the Smart Memories computing substrate. Simulations of the mappings show that the Smart Memories architecture can successfully map these architectures with only modest performance degradation.


Optics Express | 2011

Ultra-efficient 10Gb/s hybrid integrated silicon photonic transmitter and receiver

Xuezhe Zheng; Dinesh Patil; Jon Lexau; Frankie Liu; Guoliang Li; Hiren Thacker; Ying Luo; Ivan Shubin; Jieda Li; Jin Yao; Po Dong; Dazeng Feng; Mehdi Asghari; Thierry Pinguet; Attila Mekis; Philip Amberg; Michael Dayringer; Jon Gainsley; Hesam Fathi Moghadam; Elad Alon; Kannan Raj; Ron Ho; John E. Cunningham; Ashok V. Krishnamoorthy

Using low parasitic microsolder bumping, we hybrid integrated efficient photonic devices from different platforms with advanced 40 nm CMOS VLSI circuits to build ultra-low power silicon photonic transmitters and receivers for potential applications in high performance inter/intra-chip interconnects. We used a depletion racetrack ring modulator with improved electro-optic efficiency to allow stepper optical photo lithography for reduced fabrication complexity. Integrated with a low power cascode 2 V CMOS driver, the hybrid silicon photonic transmitter achieved better than 7 dB extinction ratio for 10 Gbps operation with a record low power consumption of 1.35 mW. A received power penalty of about 1 dB was measured for a BER of 10(-12) compared to an off-the-shelf lightwave LiNOb3 transmitter, which comes mostly from the non-perfect extinction ratio. Similarly, a Ge waveguide detector fabricated using 130 nm SOI CMOS process was integrated with low power VLSI circuits using hybrid bonding. The all CMOS hybrid silicon photonic receiver achieved sensitivity of -17 dBm for a BER of 10(-12) at 10 Gbps, consuming an ultra-low power of 3.95 mW (or 395 fJ/bit in energy efficiency). The scalable hybrid integration enables continued photonic device improvements by leveraging advanced CMOS technologies with maximum flexibility, which is critical for developing ultra-low power high performance photonic interconnects for future computing systems.


symposium on vlsi circuits | 2003

Efficient on-chip global interconnects

Ron Ho; Ken Mai; Mark Horowitz

We present circuits for a high-efficiency low-swing interconnect scheme suitable for the Smart Memories reconfigurable architecture. By using a separate supply, global clocking, and differential signaling, we reduce design complexity; and by using overdrive circuits, equalization techniques, and sense-amplifiers we retain high performance. A testchip built in a 1.8 V 0.18-/spl mu/m technology consumed <1pJ/bit for a 10 mm bus at 1 GHz, a power savings over full-swing signaling of up to 10 x, and demonstrated amplifier input offset voltages of under 100 mV.


IEEE Journal of Solid-state Circuits | 1998

Low-power SRAM design using half-swing pulse-mode techniques

Ken Mai; Toshihiko Mori; Bharadwaj Amrutur; Ron Ho; Bennett Wilburn; Mark Horowitz; Isao Fukushi; T. Izawa; Shin Mitarai

This paper describes a half-swing pulse-mode gate family that uses reduced input signal swing without sacrificing performance. These gates are well suited for decreasing the power in SRAM decoders and write circuits by reducing the signal swing on high-capacitance predecode lines, write bus lines, and bit lines. Charge recycling between positive and negative half-swing pulses further reduces the power dissipation. These techniques are demonstrated in a 2-K/spl times/16-b SRAM fabricated in a 0.25-/spl mu/m dual-V/sub t/ CMOS technology that dissipates 0.9 mW operating at 1 V, 100 MHz, and room temperature. On-chip voltage samplers were used to probe internal nodes.


symposium on vlsi circuits | 1998

Applications of on-chip samplers for test and measurement of integrated circuits

Ron Ho; Bharadwaj Amrutur; Ken Mai; Bennett Wilburn; Toshihiko Mori; Mark Horowitz

Displaying the real-time behavior of critical signals on VLSI chips is difficult and can require expensive test equipment. We present a simple sampling technique to display the analog waveforms of high bandwidth on-chip signals on a laboratory oscilloscope. It is based on the subsampling of periodic signals. This circuit was used to verify the operation of a recent low-power SRAM design.


Optics Express | 2010

Ultra-low-energy all-CMOS modulator integrated with driver

Xuezhe Zheng; Jon Lexau; Ying Luo; Hiren Thacker; Thierry Pinguet; Attila Mekis; Guoliang Li; Jing Shi; Philip Amberg; Nathaniel Pinckney; Kannan Raj; Ron Ho; John E. Cunningham; Ashok V. Krishnamoorthy

We report the first sub-picojoule per bit (400fJ/bit) operation of a silicon modulator intimately integrated with a driver circuit and embedded in a clocked digital transmitter. We show a wall-plug power efficiency below 400microW/Gbps for a 130nm SOI CMOS carrier-depletion ring modulator flip-chip integrated to a 90nm bulk Si CMOS driver circuit. We also demonstrate stable error-free transmission of over 1.5 petabits of data at 5Gbps over 3.5 days using the integrated modulator without closed-loop ring resonance tuning. Small signal measurements of the CMOS ring modulator, sans circuit, showed a 3dB bandwidth in excess of 15GHz at 1V of reverse bias, indicating that further increases in transmission rate and reductions of energy-per-bit is possible while retaining compatibility with CMOS drive voltages.


IEEE Journal of Selected Topics in Quantum Electronics | 2011

Progress in Low-Power Switched Optical Interconnects

Ashok V. Krishnamoorthy; K.W. Goossen; W. Y. Jan; Xuezhe Zheng; Ron Ho; Guoliang Li; R.G. Rozier; Frankie Liu; Dinesh Patil; Jon Lexau; Herb Schwetman; Dazeng Feng; Mehdi Asghari; Thierry Pinguet; John E. Cunningham

Optical links have successfully displaced electrical links when their aggregated bandwidth-distance product exceeds ~100 Gb/s-m because their link energy per bit per unit distance is lower. Optical links will continue to be adopted at distances of 1 m and below if link power falls below 1 pJ/bit/m. Providing optical links directly to a switching/routing chip can significantly improve the switched energy/bit. We present an early experimental switched CMOS-vertical-cavity surface-emitting laser (VCSEL) system operating at Gigabit Ethernet line rates that achieves a switched interconnect energy of less than 19 pJ/bit for a fully nonblocking network with 16 ports and an aggregate capacity of 20 Gb/s/port. The CMOS-VCSEL switch achieves an optical bandwidth density of 37 Gb/s/mm2 even when operating at a modest line rate of 1.25 Gb/s and is capable of scaling to much higher peak bandwidth densities (~350 Gb/s/mm2) with 5-10 pJ/switched bit. We also review a silicon photonic system design that will lower link energies to 300 fJ/bit, while providing multiterabits per second per square millimeter bandwidth densities. This system will ultimately provide switched optical interconnect at less than a picojoule per switched bit and computer/router system energies of tens of picojoule per bit. We review progress made to date on the silicon photonic components and analyze an energy and bandwidth-density roadmap for future advances toward these goals.


IEEE Journal of Solid-state Circuits | 2012

10-Gbps, 5.3-mW Optical Transmitter and Receiver Circuits in 40-nm CMOS

Frankie Liu; Dinesh Patil; Jon Lexau; Philip Amberg; Michael Dayringer; Jonathan Gainsley; Hesam Fathi Moghadam; Xuezhe Zheng; John E. Cunningham; Ashok V. Krishnamoorthy; Elad Alon; Ron Ho

We describe transmitter and receiver circuits for a 10-Gbps single-ended optical link in a 40-nm CMOS technology. The circuits are bonded using low-parasitic micro-solder bumps to silicon photonic devices on a 130-nm SOI platform. The transmitter drives oval resonant ring modulators with a 2-V swing and employs static thermal tuners to compensate for optical device process variations. The receiver is based on a transimpedance amplifier (TIA) with 4-kΩ gain and designed for an input power of - 15 dBm, a photodiode responsivity of 0.7 A/W, and an input extinction ratio of 6 dB. It employs a pair of interleaved clocked sense-amplifiers for voltage slicing and uses a DLL with phase adjustment for centering the clock in the data eye. Periodic calibration allows for adjustment of both voltage and timing margins. At 10 Gbps, the transmitter extinction ratio exceeds 7 dB and, excluding thermal tuning and laser power, it consumes 1.35 mW. At the same datarate, the receiver consumes 3.95 mW. On-chip PRBS generators and checkers with 231-1 sequences confirm operation at a BER better than 10-12.

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