mNoC: Large Nanophotonic Network-on-Chip Crossbars with Molecular Scale Devices

Moore's law and the continuity of device scaling have led to an increasing number of coressnodes on a chip, creating a need for new mechanisms to achieve high-performance and power-efficient Network-on-Chip (NoC). Nanophotonics based NoCs provide for higher bandwidth and more power efficient designs than electronic networks. Present approaches often use an external laser source, ring resonators, and waveguides. However, they still suffer from important limitations: large static power consumption, and limited network scalability. In this article, we explore the use of emerging molecular scale devices to construct nanophotonic networks: Molecular-scale Network-on-Chip (mNoC). We leverage on-chip emitters such as quantum dot LEDs, which provide electrical to optical signal modulation, and chromophores, which provide optical signal filtering for receivers. These devices replace the ring resonators and the external laser source used in contemporary nanophotonic NoCs. They reduce energy consumption or enable scaling to larger crossbars for a reduced energy budget. We present a Single Writer Multiple Reader (SWMR) bus based crossbar mNoC. Our evaluation shows that an mNoC can achieve more than 88p reduction in energy for a 64×64 crossbar compared to similar ring resonator based designs. Additionally, an mNoC can scale to a 256×256 crossbar with an average 10p performance improvement and 54p energy reduction.

[1]  William J. Dally,et al.  Microarchitecture of a high radix router , 2005, 32nd International Symposium on Computer Architecture (ISCA'05).

[2]  Xiang Zhang,et al.  A multilayer nanophotonic interconnection network for on-chip many-core communications , 2010, Design Automation Conference.

[3]  Knut Rurack,et al.  Fluorescence quantum yields of a series of red and near-infrared dyes emitting at 600-1000 nm. , 2011, Analytical chemistry.

[4]  Doron Rubin,et al.  40Gb/s Ge-on-SOI waveguide photodetectors by selective Ge growth , 2008, OFC/NFOEC 2008 - 2008 Conference on Optical Fiber Communication/National Fiber Optic Engineers Conference.

[5]  Venkatesh Akella,et al.  Addressing system-level trimming issues in on-chip nanophotonic networks , 2011, 2011 IEEE 17th International Symposium on High Performance Computer Architecture.

[6]  N. Feng,et al.  36 GHz submicron silicon waveguide germanium photodetector. , 2011, Optics express.

[7]  V. Bulović,et al.  Contact printing of quantum dot light-emitting devices. , 2008, Nano letters.

[8]  Alyssa B. Apsel,et al.  Leveraging Optical Technology in Future Bus-based Chip Multiprocessors , 2006, 2006 39th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO'06).

[9]  Davide Bertozzi,et al.  Assessing the energy break-even point between an optical NoC architecture and an aggressive electronic baseline , 2014, 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE).

[10]  Alvin R. Lebeck,et al.  Introduction to DNA Self-Assembled Computer Design , 2008 .

[11]  Detlef Hommel,et al.  Electrically driven room temperature operation of a single quantum dot emitter , 2009, OPTO.

[12]  F. Enrichi,et al.  Modified Stöber synthesis of highly luminescent dye-doped silica nanoparticles , 2011 .

[13]  Keren Bergman,et al.  Photonic network-on-chip architectures using multilayer deposited silicon materials for high-performance chip multiprocessors , 2011, JETC.

[14]  Heinz Langhals,et al.  Cyclic Carboxylic Imide Structures as Structure Elements of High Stability. Novel Developments in Perylene Dye Chemistry , 1995 .

[15]  BergmanKeren,et al.  Photonic network-on-chip architectures using multilayer deposited silicon materials for high-performance chip multiprocessors , 2011 .

[16]  Isabella Cerutti,et al.  Energy-Efficient Design of a Scalable Optical Multiplane Interconnection Architecture , 2011, IEEE Journal of Selected Topics in Quantum Electronics.

[17]  Yu Zhang,et al.  Firefly: illuminating future network-on-chip with nanophotonics , 2009, ISCA '09.

[18]  Limin Tong,et al.  Subwavelength-diameter silica wires for low-loss optical wave guiding , 2003, Nature.

[19]  Ian O'Connor,et al.  Multi-Optical Network-on-Chip for Large Scale MPSoC , 2010, IEEE Embedded Systems Letters.

[20]  Ja-Yeon Kim,et al.  Green light-emitting diodes with self-assembled in-rich InGaN quantum dots , 2007 .

[21]  B. Valeur,et al.  Molecular Fluorescence: Principles and Applications , 2001 .

[22]  Wei Zhang,et al.  A Torus-Based Hierarchical Optical-Electronic Network-on-Chip for Multiprocessor System-on-Chip , 2012, JETC.

[23]  Guo-Qiang Lo,et al.  Evanescent-Coupled Ge p-i-n Photodetectors on Si-Waveguide With SEG-Ge and Comparative Study of Lateral and Vertical p-i-n Configurations , 2008, IEEE Electron Device Letters.

[24]  Shaowu Chen,et al.  Bistability and self-pulsation phenomena in silicon microring resonators based on nonlinear optical effects. , 2012, Optics express.

[25]  V. Bulović,et al.  Colloidal quantum dot light-emitting devices , 2010, Nano reviews.

[26]  Jun Pang,et al.  Exploiting emerging technologies for nanoscale photonic networks-on-chip , 2013, NoCArc '13.

[27]  N. Feng,et al.  High-speed Ge photodetector monolithically integrated with large cross-section silicon-on-insulator waveguide , 2009 .

[28]  E. Yablonovitch,et al.  Junction field-effect-transistor-based germanium photodetector on silicon-on-insulator. , 2008, Optics letters.

[29]  Jung Ho Ahn,et al.  The role of optics in future high radix switch design , 2011, 2011 38th Annual International Symposium on Computer Architecture (ISCA).

[30]  Steven M. Nowick,et al.  ACM Journal on Emerging Technologies in Computing Systems , 2010, TODE.

[31]  E. Yablonovitch,et al.  Germanium-on-SOI photo-detector based on an FET structure , 2007, 2007 Conference on Lasers and Electro-Optics (CLEO).

[32]  George Kurian,et al.  Graphite: A distributed parallel simulator for multicores , 2010, HPCA - 16 2010 The Sixteenth International Symposium on High-Performance Computer Architecture.

[33]  V. Bulović,et al.  Electronic and excitonic processes in light-emitting devices based on organic materials and colloidal quantum dots , 2008 .

[34]  V. Bulović,et al.  High-efficiency quantum-dot light-emitting devices with enhanced charge injection , 2013, Nature Photonics.

[35]  Geert Morthier,et al.  Nonlinear effects in ultrasmall silicon-on-insulator ring resonators , 2006, SPIE Photonics Europe.

[36]  Christopher Batten,et al.  Silicon-photonic clos networks for global on-chip communication , 2009, 2009 3rd ACM/IEEE International Symposium on Networks-on-Chip.

[37]  Xi Chen,et al.  Iris: A hybrid nanophotonic network design for high-performance and low-power on-chip communication , 2011, JETC.

[38]  Kazunori Hoshino,et al.  Multi-color colloidal quantum dot based light emitting diodes micropatterned on silicon hole transporting layers , 2009, Nanotechnology.

[39]  John Kim,et al.  FlexiShare: Channel sharing for an energy-efficient nanophotonic crossbar , 2010, HPCA - 16 2010 The Sixteenth International Symposium on High-Performance Computer Architecture.

[40]  Ian O'Connor,et al.  Reduction methods for adapting optical network on chip topologies to 3D architectures , 2013, Microprocess. Microsystems.

[41]  Rami G. Melhem,et al.  Tolerating process variations in nanophotonic on-chip networks , 2012, 2012 39th Annual International Symposium on Computer Architecture (ISCA).

[42]  Li Shang,et al.  Spectrum: A hybrid nanophotonic—electric on-chip network , 2009, 2009 46th ACM/IEEE Design Automation Conference.

[43]  Hooisweng Ow,et al.  Bright and stable core-shell fluorescent silica nanoparticles. , 2005, Nano letters.

[44]  Detlef Hommel,et al.  Electrically driven single quantum dot emitter operating at room temperature , 2008 .

[45]  Ying-Hao Kuo,et al.  A hybrid AlGaInAs-silicon evanescent preamplifier and photodetector. , 2007, Optics express.

[46]  Hui Chen,et al.  Predictions of CMOS compatible on-chip optical interconnect , 2005, SLIP '05.

[47]  Lih Y. Lin,et al.  Nanoscale waveguiding methods , 2007, Nanoscale research letters.

[48]  Yong-Hoon Cho,et al.  Shell layer dependence of photoblinking in CdSe/ZnSe/ZnS quantum dots , 2011 .

[49]  Jung Ho Ahn,et al.  Corona: System Implications of Emerging Nanophotonic Technology , 2008, 2008 International Symposium on Computer Architecture.

[50]  Simon W. Moore,et al.  A communication characterisation of Splash-2 and Parsec , 2009, 2009 IEEE International Symposium on Workload Characterization (IISWC).

[51]  David H. Albonesi,et al.  Phastlane: a rapid transit optical routing network , 2009, ISCA '09.

[52]  Luca P. Carloni,et al.  Physical-Layer Modeling and System-Level Design of Chip-Scale Photonic Interconnection Networks , 2011, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[53]  Chat Teeka,et al.  Mathematical Simulation of Nonlinear Effects in Micro Ring Resonator , 2006, 2006 IEEE Conference on Emerging Technologies - Nanoelectronics.

[54]  Anoop Gupta,et al.  The SPLASH-2 programs: characterization and methodological considerations , 1995, ISCA.

[55]  K. Bergman,et al.  The Data Vortex Optical Packet Switched Interconnection Network , 2008, Journal of Lightwave Technology.

[56]  Heinz Langhals,et al.  Spectroscopic properties of new and convenient standards for measuring fluorescence quantum yields , 1998 .

[57]  Somayeh Sardashti,et al.  The gem5 simulator , 2011, CARN.

[58]  Michael Jetter,et al.  Electrically driven quantum dot single-photon source at 2 GHz excitation repetition rate with ultra-low emission time jitter , 2013 .

[59]  Heinz Langhals,et al.  Control of the Interactions in Multichromophores: Novel Concepts. Perylene Bis-imides as Components for Larger Functional Units , 2005 .

[60]  Ki Hwan Yum,et al.  Peak power control for a QoS capable on-chip network , 2005, 2005 International Conference on Parallel Processing (ICPP'05).

[61]  J. Lakowicz Principles of fluorescence spectroscopy , 1983 .