Silicon Photonics for Extreme Computing - Challenges and Opportunitiesinside-BigData.com
In this video from the 2017 Argonne Training Program on Extreme-Scale Computing, Keren Bergman from Columbia University presents: Silicon Photonics for Extreme Computing - Challenges and Opportunities.
"As they confront ever more complex and data-intensive problems, scientists and researchers increasingly look to the next generation of supercomputing--the high-end segment of high-performance computing. That next generation will play out in so-called exaflop computers--machines capable of executing at least a quintillion (1E18) floating-point operations per second. Such a computer would represent a thousand-fold improvement over the current standard, the petaflop machines that first came on line in 2008. But while exaflop computers already appear on funders' technology roadmaps, making the exaflop leap on the short timescales of those roadmaps constitutes a formidable challenge."
Watch the video: https://wp.me/p3RLHQ-hvV
Learn more: https://extremecomputingtraining.anl.gov/
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
In this slidecast, Brian Welch from Luxtera presents: Silicon Photonics for HPC Interconnects. Luxtera is the first company to overcome the complex technical obstacles involved with integrating high performance optics directly with silicon electronics on a mainstream CMOS chip, bringing direct “fiber to the chip” connectivity to market.
A 56Gb/s 300mW Silicon-Photonics Transmitter in 3D-Integrated PIC25G and 55nm...aiclab
The ever-increasing data center IP traffic, up to 8.6 zettabytes per year by 2018 with nearly 3× growth since 2013 [1], requires power-efficient high-speed interconnects. Next generation optical interfaces will adopt 50Gbaud signaling [2], and minimizing power consumption is key to enable the use of small form-factor optical modules for electro-optical conversion. In this perspective, silicon photonics is an attractive alternative to discrete photonics, lending itself to higher miniaturization at reduced cost [3]. Furthermore, silicon photonics enables co-design of electronics with photonics, thus optimizing transceiver power efficiency. In particular, the electro-optical transmitter constitutes the main source of power consumption. Travelling wave Mach-Zehnder modulator (MZM) architectures are used in discrete photonics realizations as data rate increases, and lend themselves to silicon photonics. However silicon photonics suffers from electrical propagation losses and bandwidth limitations of integrated transmission lines, requiring equalization in the electronic driver to address 50Gbaud operation at moderate consumption and also in advanced node technologies. In this work, we employ a bifilar transmission line determining an electrical propagation loss of ~3dB/mm at 28GHz. Using an equalizer counteracts its effect, applying passive boost and shunt peaking in the pre-driving stage, combined with passive peaking in the load coupling. A 75% increase in the vertical aperture of the optical eye diagram is thus achieved with no power consumption penalty due to the equalizer. The complete electro-optical transmitter, operating at 56Gb/s at 1310nm wavelength, dissipates 300mW and ensures an extinction ratio (ER) higher than 2.5dB. This 56Gb/s silicon photonics transmitter displayes more than 30% power savings with respect to the state-of-the-art [4].
Silicon Electronic Photonic Integrated Circuits (SiEPIC) – Research TrainingLukas Chrostowski
June 23, 2015
Webinar
Presented for the OSA, osa.peachnewmedia.com/store/seminar/seminar.php?seminar=43624
In this webinar, Lukas Chrostowski will discuss the Canada-wide NSERC CREATE research training Program – Silicon Electronic Photonic Integrated Circuits (Si-EPIC) – which has established a large community of silicon photonics researchers. This program is based in Canada and is open to international academic and industrial participants. Since 2008, we have been offering training workshops and courses. Common to all these experiences is that they all have a design–fabricate–test cycle, namely we provide participants with feedback and get their designs fabricated. We have four design workshops that are each one week long: 1) Passive silicon photonics, 2) active silicon photonics (e.g., design of 40 Gb/s travelling-wave modulators), 3) CMOS electronics for photonics, and 4) systems, integration and packaging. We also offer half-day workshops at conferences (Group IV Photonics, IEEE Photonics Conference). Finally, we have our first on-line course starting July 7, namely edX Silicon Photonics Design, Fabrication and Data Analysis. In the conference and edX course, we include automated testing so participants can get real data to analyze. Lukas will also provide examples of research innovations, including sub-wavelength grating devices, Bragg gratings, contra-directional grating-assisted couplers, and others.
What You Will Learn/Seminar Objectives
Overview of the Canada-wide NSERC CREATE research training Program – Silicon Electronic Photonic Integrated Circuits (Si-EPIC)
Overview of our online course - edX Silicon Photonics Design, Fabrication and Data Analysis
Who Should Attend:
Graduate students, postdocs and researchers interested in the field of Silicon Photonics and Photonic Integrated Circuits.
Photonic scientists working on the design and fabrication of novel silicon nanophotonic devices.
Level: The level of the webinar is intermediate. The basic concepts will be explained. However, a basic knowledge of Silicon Photonics is assumed.
Silicon Photonics: A Solution for Ultra High Speed Data TransferIDES Editor
Silicon photonics is the integration of integrated
optics and photonics IC technologies in silicon. Silicon
photonics has recently attracted a great deal of attention since
it offers an opportunity for low cost solutions for various
applications ranging from telecommunications to chip-chip
inter connects. Two keys to this advancement are the increased
speed of communications (now at the speed of light) and the
increased amount of data that can be transmitted at once (i.e.,
bandwidth). Silicon photonics is the study and application of
photonic systems which use silicon as an optical medium.
The silicon is usually patterned with sub-micrometer
precision, into microphotonic components. These operate in
the infrared, most commonly at the 1.55 micrometer
wavelength used by most fiber optic telecommunication
systems. The silicon typically lies on top of a layer of silica in
what (by analogy with a similar construction in
microelectronics) is known as silicon on insulator (SOI). Today
the problems associated with multi-core processors with copper
interconnect are Latency, Bandwidth, Power dissipation,
Electromagnetic interference and Signal integrity. Micro
processor designers use the integration of number of
transistors that could be squeezed onto each chip to boost
computational horsepower. That in turn caused the amount
of waste heat that had to be dissipated from each square
millimeter of silicon to go up. One problem we are facing in
this effort is that micro processors with large numbers of cores
are not yet being manufactured. Fiber optics has a reputation
as an expensive solution because of high cost of hardware and
Fabrication is done using exotic materials which are costly.
The methods used in assembly and package of these
components are also expensive. A recent break through in
silicon photonics is in the development of a laser modulator
that encodes optical data at 40 billion bits per second. Finally
reached the goal of data transmission at 40 Gbps speed,
matching the fastest devices deployed today with least cost of
processing and showing the ultimate solutions to the problems
associated with copper interconnects in multi-core processors
and expensive fiber optics.
Examples of Photonics Applications for DAY OF PHOTONICS 21 October 2014Carlos Lee Epic
Examples of photonics, optics, lasers, fiber, ... for more information please contact carlos.lee@epic-assoc.com or visit www.epic-assoc.com or www.day-of-photonics.org
EPIC – European Photonics Industry Consortium Membership Update (Feb 2014)Carlos Lee Epic
EPIC has grown 58% in 18 months, today 127 members in 21 countries are part of the European Photonics Industry Consortium. The EPIC reach through LinkedIn reaches 47.764 members, EPIC videos count 3303 views in 1 year, the personal contacts network includes 4137 industry leaders and experts.
EPIC Members: www.epic-assoc.com/membership
EPIC LinkedIn Groups: www.epic-assoc.com/linkedin
EPIC Videos: http://www.youtube.com/user/CarlosLeeEPIC
Silicon Photonics for Extreme Computing - Challenges and Opportunitiesinside-BigData.com
In this video from the 2017 Argonne Training Program on Extreme-Scale Computing, Keren Bergman from Columbia University presents: Silicon Photonics for Extreme Computing - Challenges and Opportunities.
"As they confront ever more complex and data-intensive problems, scientists and researchers increasingly look to the next generation of supercomputing--the high-end segment of high-performance computing. That next generation will play out in so-called exaflop computers--machines capable of executing at least a quintillion (1E18) floating-point operations per second. Such a computer would represent a thousand-fold improvement over the current standard, the petaflop machines that first came on line in 2008. But while exaflop computers already appear on funders' technology roadmaps, making the exaflop leap on the short timescales of those roadmaps constitutes a formidable challenge."
Watch the video: https://wp.me/p3RLHQ-hvV
Learn more: https://extremecomputingtraining.anl.gov/
Sign up for our insideHPC Newsletter: http://insidehpc.com/newsletter
In this slidecast, Brian Welch from Luxtera presents: Silicon Photonics for HPC Interconnects. Luxtera is the first company to overcome the complex technical obstacles involved with integrating high performance optics directly with silicon electronics on a mainstream CMOS chip, bringing direct “fiber to the chip” connectivity to market.
A 56Gb/s 300mW Silicon-Photonics Transmitter in 3D-Integrated PIC25G and 55nm...aiclab
The ever-increasing data center IP traffic, up to 8.6 zettabytes per year by 2018 with nearly 3× growth since 2013 [1], requires power-efficient high-speed interconnects. Next generation optical interfaces will adopt 50Gbaud signaling [2], and minimizing power consumption is key to enable the use of small form-factor optical modules for electro-optical conversion. In this perspective, silicon photonics is an attractive alternative to discrete photonics, lending itself to higher miniaturization at reduced cost [3]. Furthermore, silicon photonics enables co-design of electronics with photonics, thus optimizing transceiver power efficiency. In particular, the electro-optical transmitter constitutes the main source of power consumption. Travelling wave Mach-Zehnder modulator (MZM) architectures are used in discrete photonics realizations as data rate increases, and lend themselves to silicon photonics. However silicon photonics suffers from electrical propagation losses and bandwidth limitations of integrated transmission lines, requiring equalization in the electronic driver to address 50Gbaud operation at moderate consumption and also in advanced node technologies. In this work, we employ a bifilar transmission line determining an electrical propagation loss of ~3dB/mm at 28GHz. Using an equalizer counteracts its effect, applying passive boost and shunt peaking in the pre-driving stage, combined with passive peaking in the load coupling. A 75% increase in the vertical aperture of the optical eye diagram is thus achieved with no power consumption penalty due to the equalizer. The complete electro-optical transmitter, operating at 56Gb/s at 1310nm wavelength, dissipates 300mW and ensures an extinction ratio (ER) higher than 2.5dB. This 56Gb/s silicon photonics transmitter displayes more than 30% power savings with respect to the state-of-the-art [4].
Silicon Electronic Photonic Integrated Circuits (SiEPIC) – Research TrainingLukas Chrostowski
June 23, 2015
Webinar
Presented for the OSA, osa.peachnewmedia.com/store/seminar/seminar.php?seminar=43624
In this webinar, Lukas Chrostowski will discuss the Canada-wide NSERC CREATE research training Program – Silicon Electronic Photonic Integrated Circuits (Si-EPIC) – which has established a large community of silicon photonics researchers. This program is based in Canada and is open to international academic and industrial participants. Since 2008, we have been offering training workshops and courses. Common to all these experiences is that they all have a design–fabricate–test cycle, namely we provide participants with feedback and get their designs fabricated. We have four design workshops that are each one week long: 1) Passive silicon photonics, 2) active silicon photonics (e.g., design of 40 Gb/s travelling-wave modulators), 3) CMOS electronics for photonics, and 4) systems, integration and packaging. We also offer half-day workshops at conferences (Group IV Photonics, IEEE Photonics Conference). Finally, we have our first on-line course starting July 7, namely edX Silicon Photonics Design, Fabrication and Data Analysis. In the conference and edX course, we include automated testing so participants can get real data to analyze. Lukas will also provide examples of research innovations, including sub-wavelength grating devices, Bragg gratings, contra-directional grating-assisted couplers, and others.
What You Will Learn/Seminar Objectives
Overview of the Canada-wide NSERC CREATE research training Program – Silicon Electronic Photonic Integrated Circuits (Si-EPIC)
Overview of our online course - edX Silicon Photonics Design, Fabrication and Data Analysis
Who Should Attend:
Graduate students, postdocs and researchers interested in the field of Silicon Photonics and Photonic Integrated Circuits.
Photonic scientists working on the design and fabrication of novel silicon nanophotonic devices.
Level: The level of the webinar is intermediate. The basic concepts will be explained. However, a basic knowledge of Silicon Photonics is assumed.
Silicon Photonics: A Solution for Ultra High Speed Data TransferIDES Editor
Silicon photonics is the integration of integrated
optics and photonics IC technologies in silicon. Silicon
photonics has recently attracted a great deal of attention since
it offers an opportunity for low cost solutions for various
applications ranging from telecommunications to chip-chip
inter connects. Two keys to this advancement are the increased
speed of communications (now at the speed of light) and the
increased amount of data that can be transmitted at once (i.e.,
bandwidth). Silicon photonics is the study and application of
photonic systems which use silicon as an optical medium.
The silicon is usually patterned with sub-micrometer
precision, into microphotonic components. These operate in
the infrared, most commonly at the 1.55 micrometer
wavelength used by most fiber optic telecommunication
systems. The silicon typically lies on top of a layer of silica in
what (by analogy with a similar construction in
microelectronics) is known as silicon on insulator (SOI). Today
the problems associated with multi-core processors with copper
interconnect are Latency, Bandwidth, Power dissipation,
Electromagnetic interference and Signal integrity. Micro
processor designers use the integration of number of
transistors that could be squeezed onto each chip to boost
computational horsepower. That in turn caused the amount
of waste heat that had to be dissipated from each square
millimeter of silicon to go up. One problem we are facing in
this effort is that micro processors with large numbers of cores
are not yet being manufactured. Fiber optics has a reputation
as an expensive solution because of high cost of hardware and
Fabrication is done using exotic materials which are costly.
The methods used in assembly and package of these
components are also expensive. A recent break through in
silicon photonics is in the development of a laser modulator
that encodes optical data at 40 billion bits per second. Finally
reached the goal of data transmission at 40 Gbps speed,
matching the fastest devices deployed today with least cost of
processing and showing the ultimate solutions to the problems
associated with copper interconnects in multi-core processors
and expensive fiber optics.
Examples of Photonics Applications for DAY OF PHOTONICS 21 October 2014Carlos Lee Epic
Examples of photonics, optics, lasers, fiber, ... for more information please contact carlos.lee@epic-assoc.com or visit www.epic-assoc.com or www.day-of-photonics.org
EPIC – European Photonics Industry Consortium Membership Update (Feb 2014)Carlos Lee Epic
EPIC has grown 58% in 18 months, today 127 members in 21 countries are part of the European Photonics Industry Consortium. The EPIC reach through LinkedIn reaches 47.764 members, EPIC videos count 3303 views in 1 year, the personal contacts network includes 4137 industry leaders and experts.
EPIC Members: www.epic-assoc.com/membership
EPIC LinkedIn Groups: www.epic-assoc.com/linkedin
EPIC Videos: http://www.youtube.com/user/CarlosLeeEPIC
Optics and Photonics Core Market Analysis from SPIESteve Anderson
A novel approach to assessing the photonics industry involves an in-depth look at more than 3000 companies. It has yielded a unique ranking of the firms that serve the optics and photonics marketplace and their impact on the global economy.
A presentation on Cloud RAN fronthaul, current deployment Options, benefits and challenges. This was presented in the
iJOIN Winter School "5G Cloud Technologies: Benefits and Challenges", Bremen, 2015-02-23
FEKO now part of HyperWorks for Electromagnetic SimulationsAltair
FEKO is a high frequency electromagnetic simulation tool which was developed over the last 25 years. Through the acquisition of EM Software & Systems by Altair in 2014 FEKO is now part of the Altair HyperWorks solver portfolio.
The presentation will introduce the area of CEM (Computational Electromagnetics) with its various applications. The spectrum of different solvers in FEKO for different applications is discussed (like high frequency ray optical methods for electrically large problems and full wave methods for smaller structures). After a brief review of the FEKO user interface components, the main part of the talk will be devoted to application examples from key industries. These include for instance antenna design, antenna placement, radome modelling, radar cross section analysis, bio-electromagnetics, and various aspects of electromagnetic compatibility (cable harness analysis, coupling, shielding) from industry sectors like automotive, aerospace, marine, communications, energy, or healthcare.
Speakers
Dr. Ulrich Jakobus, Vice President – Electromagnetic Solutions, Altair Development S.A. (Pty) Ltd
Why should higher-layer applications care about software-defined optics?ADVA
At Netnod Meeting in Stockholm, Torbjörn Rium explored the latest transmission technology set to enable dynamic capacity that adapts to connectivity network conditions. He discussed the potential of software-defined optics to optimize transmission bandwidth between nodes depending on parameters like link distance and quality. Torbjörn also outlined how higher-layer applications will be able to utilize these dynamic bandwidth offerings, adapting traffic and content flow to available bandwidth, as well as the role that SDN and APIs will play in enabling the necessary communication between lower connectivity and higher application layers.
This report takes a look into the patenting activity around gallium Nitride uncovering the companies, inventors, and key applications.
GaN is a binary III-V direct bandgap semiconductor commonly used in LEDs. Its wide-band gap of 3.4 eV affords its special properties for applications in optoelectronic, high-power and high-frequency devices. Because GaN offers very high breakdown voltages, high electron mobility, and saturation velocity it is also an ideal candidate for high-power and high-temperature microwave applications like RF power amplifiers at microwave frequencies and high-voltage switching devices for power grids. Solutions that use GaN-based RF transistors are also replacing the magnetrons used in microwave ovens.
Gallium Nitride (GaN) transistor models have evolved from GaAs (gallium arsenide) transistor models; however there are many advantages GaN offers:
• Higher operating voltage (over 100-V breakdown)
• Higher operating temperature (over 150°C channel temperature)
• Higher power density (5 to 30 W/mm)
• Durable and crack-resistant material
GaN devices are often grown on SiC (silicon carbide) substrates, but to achieve lower-cost GaN devices, they can be grown on sapphire and silicon wafers. GaN’s wide bandgap allows for higher breakdown voltages and operation at high temperatures. The high thermal conductivity of SiC makes it a better substrate than silicon for power amplifier applications that require good heat sinking.
Beyond all of the hype and tumult, market drivers and technological developments are converging to ensure a bright future for Si photonics.
THOUGH THE SI PHOTONICS MARKET HAS JUST KICKED OFF, VOLUME PRODUCTION IS ALREADY CLOSE
Big data is getting bigger by the second, and transporting it with existing technologies will push the limits of power consumption, density and weight. Yole Développement analysts are convinced that photons will replace electrons, and that Si photonics will be the mid-term platform to assist this transition.
Si photonics offers the advantages of silicon technology: low cost, higher integration, more embedded functionalities and higher interconnect density. It also provides two other key advantages:
1. Low power consumption: particularly when compared to copper-based solutions, which are expensive and require high electrical consumption.
2. Reliability: especially important for data centers, where a typical rack server’s lifespan is two years before replacement.
Back in 2006, VOA were the market’s first Si photonics products. Today, there are still a few Si photonics products on the market (i.e. VOA, AOC and transceivers from Luxtera, Kotura/Mellanox and Cisco/Lightwire) but big companies (i.e. Intel, HP and IBM) are close to realizing silicon photonics products. Yole Développement also sees big OEMs such as Facebook, Google and Amazon developing their own optical data center technology in partnership with chip firms (such as Facebook with Intel).
In this report Yole Développement shows that, in the short-term, silicon photonics will be the platform solution for future high-power, high-bandwidth data centers. Silicon photonics chips will be deployed in high-speed signal transmission systems, which greatly exceed copper cabling’s capabilities, i.e. for data centers and high-performance computing (HPC). As silicon photonics evolves and chips become more sophisticated, we expect the technology to be used more often in processing tasks such as interconnecting multiple cores within processor chips to boost access to shared cache and busses.
Analysts also analyzed silicon photonics’ chances of being used for telecom, consumer, medical and biosensors applications, compared with competing technologies.
More information on that report at http://www.i-micronews.com/reports/Silicon-Photonics-2014-report/1/445/
Optics and Photonics Core Market Analysis from SPIESteve Anderson
A novel approach to assessing the photonics industry involves an in-depth look at more than 3000 companies. It has yielded a unique ranking of the firms that serve the optics and photonics marketplace and their impact on the global economy.
A presentation on Cloud RAN fronthaul, current deployment Options, benefits and challenges. This was presented in the
iJOIN Winter School "5G Cloud Technologies: Benefits and Challenges", Bremen, 2015-02-23
FEKO now part of HyperWorks for Electromagnetic SimulationsAltair
FEKO is a high frequency electromagnetic simulation tool which was developed over the last 25 years. Through the acquisition of EM Software & Systems by Altair in 2014 FEKO is now part of the Altair HyperWorks solver portfolio.
The presentation will introduce the area of CEM (Computational Electromagnetics) with its various applications. The spectrum of different solvers in FEKO for different applications is discussed (like high frequency ray optical methods for electrically large problems and full wave methods for smaller structures). After a brief review of the FEKO user interface components, the main part of the talk will be devoted to application examples from key industries. These include for instance antenna design, antenna placement, radome modelling, radar cross section analysis, bio-electromagnetics, and various aspects of electromagnetic compatibility (cable harness analysis, coupling, shielding) from industry sectors like automotive, aerospace, marine, communications, energy, or healthcare.
Speakers
Dr. Ulrich Jakobus, Vice President – Electromagnetic Solutions, Altair Development S.A. (Pty) Ltd
Why should higher-layer applications care about software-defined optics?ADVA
At Netnod Meeting in Stockholm, Torbjörn Rium explored the latest transmission technology set to enable dynamic capacity that adapts to connectivity network conditions. He discussed the potential of software-defined optics to optimize transmission bandwidth between nodes depending on parameters like link distance and quality. Torbjörn also outlined how higher-layer applications will be able to utilize these dynamic bandwidth offerings, adapting traffic and content flow to available bandwidth, as well as the role that SDN and APIs will play in enabling the necessary communication between lower connectivity and higher application layers.
This report takes a look into the patenting activity around gallium Nitride uncovering the companies, inventors, and key applications.
GaN is a binary III-V direct bandgap semiconductor commonly used in LEDs. Its wide-band gap of 3.4 eV affords its special properties for applications in optoelectronic, high-power and high-frequency devices. Because GaN offers very high breakdown voltages, high electron mobility, and saturation velocity it is also an ideal candidate for high-power and high-temperature microwave applications like RF power amplifiers at microwave frequencies and high-voltage switching devices for power grids. Solutions that use GaN-based RF transistors are also replacing the magnetrons used in microwave ovens.
Gallium Nitride (GaN) transistor models have evolved from GaAs (gallium arsenide) transistor models; however there are many advantages GaN offers:
• Higher operating voltage (over 100-V breakdown)
• Higher operating temperature (over 150°C channel temperature)
• Higher power density (5 to 30 W/mm)
• Durable and crack-resistant material
GaN devices are often grown on SiC (silicon carbide) substrates, but to achieve lower-cost GaN devices, they can be grown on sapphire and silicon wafers. GaN’s wide bandgap allows for higher breakdown voltages and operation at high temperatures. The high thermal conductivity of SiC makes it a better substrate than silicon for power amplifier applications that require good heat sinking.
Beyond all of the hype and tumult, market drivers and technological developments are converging to ensure a bright future for Si photonics.
THOUGH THE SI PHOTONICS MARKET HAS JUST KICKED OFF, VOLUME PRODUCTION IS ALREADY CLOSE
Big data is getting bigger by the second, and transporting it with existing technologies will push the limits of power consumption, density and weight. Yole Développement analysts are convinced that photons will replace electrons, and that Si photonics will be the mid-term platform to assist this transition.
Si photonics offers the advantages of silicon technology: low cost, higher integration, more embedded functionalities and higher interconnect density. It also provides two other key advantages:
1. Low power consumption: particularly when compared to copper-based solutions, which are expensive and require high electrical consumption.
2. Reliability: especially important for data centers, where a typical rack server’s lifespan is two years before replacement.
Back in 2006, VOA were the market’s first Si photonics products. Today, there are still a few Si photonics products on the market (i.e. VOA, AOC and transceivers from Luxtera, Kotura/Mellanox and Cisco/Lightwire) but big companies (i.e. Intel, HP and IBM) are close to realizing silicon photonics products. Yole Développement also sees big OEMs such as Facebook, Google and Amazon developing their own optical data center technology in partnership with chip firms (such as Facebook with Intel).
In this report Yole Développement shows that, in the short-term, silicon photonics will be the platform solution for future high-power, high-bandwidth data centers. Silicon photonics chips will be deployed in high-speed signal transmission systems, which greatly exceed copper cabling’s capabilities, i.e. for data centers and high-performance computing (HPC). As silicon photonics evolves and chips become more sophisticated, we expect the technology to be used more often in processing tasks such as interconnecting multiple cores within processor chips to boost access to shared cache and busses.
Analysts also analyzed silicon photonics’ chances of being used for telecom, consumer, medical and biosensors applications, compared with competing technologies.
More information on that report at http://www.i-micronews.com/reports/Silicon-Photonics-2014-report/1/445/
Tracxn Research — Enterprise Storage Landscape, November 2016Tracxn
Startups which offer backup storage solutions for enterprises emerged as the top funded business model of the year in the enterprise storage sector, accounting for 40% ($371M) of the total funding secured by the sector. The backup storage business model also witnessed a 70% YoY rise.
*(PPT was prepared for a 15 min presentation)
The topic "Photonic Integrated circuit technology" is in itself very vast that it cant be explained completely in a matter of minutes, so it is better to focus on a particular type of PIC throughout the presentation .(because,based on substrate material,the technology changes and it is always important to maintain a flow throughout the presentation).
Research well on the topic,do your best and leave the rest
:)
Silicon Photonics for Data Centers and Other Applications 2016 - Report by Yo...Yole Developpement
Exponential data growth in data centers will propel silicon photonics to take off into other applications, like lidar.
Big data is getting bigger by the second. Transporting this level of data around with existing technologies will soon reach power consumption, density and weight limits. Photons will continue to replace electrons throughout networks, including in the data center, in the rack and very soon on the board.
Silicon photonics is an exciting technology mixing optics, CMOS technology and advanced packaging. It combines silicon technology’s low cost, higher integration and interconnect density and higher number of embedded functionalities with lower power consumption and better reliability compared to legacy optics.
Massive R&D investments have been made in silicon photonics, but today there are still few products on the market. However, this technology has been strongly pushed by large Webcom companies such as Microsoft, Amazon and Facebook, with investments that will overtake the traditional service providers’ investments in a few years. These Webcom players are targeting $1/Gb prices and are principals for the development of cost-effective photonics technology for future generations of data centers.
Mike Novak
Tellabs
This session will focus on the underlying GPON (Gigabit Passive Optical Network) and All-Secure PON infrastructure, the implications to the Layer-1 design, using Armored Interlocking Fiber to deploy NIPR/SIPR data and voice requirements.
Trends in next-generation data center interconnects (DCI)ADVA
In his session at ECOC 2022, Jörg-Peter investigated the development of next-generation data center interconnect technology, discussing topics such as pluggable transceivers vs. co-packaged optics, direct detect vs. coherent interfaces, and hyperscaler vs. enterprise data center solutions.
DesignCon 2019 112-Gbps Electrical Interfaces: An OIF Update on CEI-112GLeah Wilkinson
DesignCon 2019
112-Gbps Electrical Interfaces: An OIF Update on CEI-112G
Brian Holden, Kandou Bus
Cathy Liu, Broadcom
Steve Sekel, Keysight
Nathan Tracy, TE Connectivity
Plenary talk by Ori Gerstel at ACP13 on IP-optical collaborationOri Gerstel
* What are the challenges in core optical networks today?
* The key role of multi-layer interworking in addressing these challenges
* How will multi-layer SDN help and how it relates to the control plane?
View all Sessions
Kashif Islam, Solutions Architect , Cisco
Jay Romero, Sr. Director, IT Operations , Erickson Living
Come and learn how Erickson Living achieved deployment success using Cisco ME4600 based GPON Solution. Guest Presenter: Jay Romero, Sr.Director - IT Operations. Passive Optical Networks (PON) provides an effective and efficient way of providing fiber based high speed access to residential and business users. With the ever-growing demand for higher bandwidth, service providers are looking for fiber solutions that are cost-effective and easy to deploy and manage. This session will provide an insight into PON technology, with a focus on Gigabit-Capable PON. Attendees will learn basic design principles and applicable use cases for architecting a GPON Network using the Cisco ME4600 OLT and ONT/ONU. The presentation will outline the requirements to configure and verify an end-to-end service over ME4600 OLT. Redundancy mechanisms, such as Type B protection, in a GPON based environment will also be covered Attendees will walk away from this session with a firm understanding of the GPON technology, a clear view of applicability of GPON vs point-to-point ethernet for varius scenarios and reference designs for an effective, fast and reliable GPON network using Cisco ME4600 series of OLT and ONT products.
Stephan Rettenberger’s presentation at NGON & DCI World explained how coherent technologies can help to create a future-proof network and examined the role that direct detect optics play at the edge.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Building RAG with self-deployed Milvus vector database and Snowpark Container...Zilliz
This talk will give hands-on advice on building RAG applications with an open-source Milvus database deployed as a docker container. We will also introduce the integration of Milvus with Snowpark Container Services.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
20 Comprehensive Checklist of Designing and Developing a WebsitePixlogix Infotech
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.