Excellent. Another great article on transformer. Thank you. Keep em coming all.
This goes back to 2020. AKIDA was software back then, no?
Thanks, D. AKIDA speak is all Greek to me...Hi Quatrojos,
Unfortunately this is not BrainChip. It is a software system developed by the authors for redistributing internet loads to avoid bottlenecks.
Page 10:
"Our study proposes AKIDA, a new architecture that strategically harvests the untapped compute capacity of the SmartNICs to offload transient workload spikes, thereby reducing the SLA violations. Usage of this untapped compute capacity is more favorable than adding and deploying additional servers, as SmartNICs are economically and operationally more desirable. AKIDA is a low-cost and scalable platform that orchestrates seamless offloading of serverless workloads to the SmartNICs at the network edge, eliminating the need for pre-allocating expensive compute power and over-utilization of host servers."
SmartNICs = Smart Network Interface Cards
@DiogeneseHi Quatrojos,
Unfortunately this is not BrainChip. It is a software system developed by the authors for redistributing internet loads to avoid bottlenecks.
Page 10:
"Our study proposes AKIDA, a new architecture that strategically harvests the untapped compute capacity of the SmartNICs to offload transient workload spikes, thereby reducing the SLA violations. Usage of this untapped compute capacity is more favorable than adding and deploying additional servers, as SmartNICs are economically and operationally more desirable. AKIDA is a low-cost and scalable platform that orchestrates seamless offloading of serverless workloads to the SmartNICs at the network edge, eliminating the need for pre-allocating expensive compute power and over-utilization of host servers."
SmartNICs = Smart Network Interface Cards
Back in the day, Lou would just use their initials.I only have two words to say HEWLETT-PACKARD:
“• Fixed broadband: Our analysis of applications on fixed broadband and data center traffic enables us to identify unique challenges facing such networks and inform the design of scalable systems using domain-specific accelerators at the network’s edge.
Contributions: The growth of edge-computing systems is driven by solutions and applications requiring high-performance and low-latency video conferenc- ing and streaming services. The adoption of serverless frameworks to process applications at the edge has increased significantly. However, provisioning for additional computing needs on a transient basis for sudden workload spikes, or transient elasticity, is non-trivial. Scaling serverless functions at the edge poses critical challenges. Service-level agreement (SLA) violations are typically frequent in such scenarios. Since SLA violations carry severe penalties, one common way to eliminate violations is to over-allocate resources preemptively. This solution leads to the under-utilization of expensive resources. Meanwhile, SmartNICs (smart network interface cards) have gained popularity to offload various network functions and provide real-time, line-rate computing at scale.
Our study proposes AKIDA, a new architecture that strategically harvests the
untapped compute capacity of the SmartNICs to offload transient workload 10
Introduction Chapter 1
1.3
spikes, thereby reducing the SLA violations. Usage of this untapped compute capacity is more favorable than adding and deploying additional servers, as SmartNICs are economically and operationally more desirable. AKIDA is a low-cost and scalable platform that orchestrates seamless offloading of server- less workloads to the SmartNICs at the network edge, eliminating the need for pre-allocating expensive compute power and over-utilization of host servers. Our system evaluation shows that SLA violations can be reduced by 20% for certain workloads.”
Definitely a BIG KEV moment brought to you by the generously shared research of @Quatrojos
My opinion only DYOR
FF
AKIDA BALLISTA
This is too exciting, it's 3am and I can't sleep.
Can we say this is the first commercial offering with 'Akida Inside'
Socionext to Demonstrate Leading-Edge Automotive Custom SoC Solutions at CES 2023, Booth 10654
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Company features advanced technologies in automotive display, AI, and smart sensing
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Milpitas, Calif., December 21, 2022 ---Socionext Inc., a global leader in the design and development of innovative System-on-Chip products, will showcase its automotive custom SoC technologies at the CES Vehicle Tech and Advanced Mobility Zone, located in the Las Vegas Convention Center, North Hall, Booth 10654. CES runs from January 5-8, 2023.
Socionext’s advanced custom solutions are designed to help OEMs and tier-one automakers achieve complete ownership of key differentiating technologies with an added competitive edge.
These custom SoCs enable a wide range of applications, including ADAS sensors, central computing, networking, in-cabin monitoring, satellite connectivity, and infotainment.
Featured technologies and solutions:
Smart Display Controller for Automotive Remote Display
Socionext's highly integrated ISO26262-certified SC1721/ SC1722/ SC1723 Series Graphics Display Controllers feature built-in safety mechanisms that enable error-free, safety-critical content to meet the safety standards required by today’s multi-display cockpit applications.
Low Power 60GHz RF CMOS Radar Sensors with Embedded Sensing Engine and Built-in Antenna for In-Cabin Monitoring
Socionext has created a variety of smart RADAR solutions, including 24GHz and 60GHz, and has developed a roadmap showcasing future technologies.
The Socionext 60GHz RF CMOS sensor has features and capabilities to support multiple in-cabin uses, including seat occupancy monitoring, child presence detection, and theft prevention.
Advanced AI Solutions for Automotive
Socionext has partnered with artificial intelligence provider BrainChip to develop optimized, intelligent sensor data solutions based on Brainchip’s Akida® processor IP.
BrainChip’s flexible AI processing fabric IP delivers neuromorphic, event-based computation, enabling ultimate performance while minimizing silicon footprint and power consumption. Sensor data can be analyzed in real-time with distributed, high-performance and low-power edge inferencing, resulting in improved response time and reduced energy consumption.
Creating a proprietary chip requires a complex, highly structured framework with a complete support system for addressing each phase of the development process. With extensive experience in custom SoC development, Socionext uses state-of-the-art process technologies, such as 7nm and 5nm, to produce automotive-grade SoCs that ensure functional safety while accelerating software development and system verification.
Socionext is committed to offering the optimal combination of IPs, design expertise, software development and support to implement large-scale, fully customizable automotive SoC solutions to meet the most demanding and rigorous automotive application performance requirements.
Socionext’s Automotive Custom SoC Solutions and Services
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Oh no. Our poor baby Akida has gone from 'B' movies to Hollywood blockbusters! There'll be cameras, paparazzi everywhere when we walk down the red carpet. Socionext have just told the world what TSE users have known for a long time. Those fukkers at MF that wrote will BRN actually ever get their IP into a product and make sales, will soon have to change their writing to 'will BRN ever reach $10 billion in sales like those WANKAS predict on their fantasy forum?'
Ahhh it's good to be a holder, even better to be a holder with patience. This surely must ease sketchy holders nerves
Who needs the Christmas Grinch when we have you keeping us grounded in muddy reality.https://www.bing.com/videos/search?&q=dylan+it+ain't+me+babe&docid=603510997515794050&mid=D70DE35C63826FCBC44FD70DE35C63826FCBC44F&view=detail&FORM=VIRE&form=VDRVRV&ajaxhist=0
11.3 System Overview
We begin by providing an overview of AKIDA, an intelligent fabric software framework that can be deployed on any container orchestration supporting Operating Systems such as Servers/Server Racks, Network Switches, or Edge-systems. Figure 11.1 shows the various components of AKIDA framework. The server can host any number of SmartNICs as the number of PCIe buses available. We use Kubernetes as the container orchestration system that runs on the host and SmartNIC OS, and this specialized architecture works only on SoC-based SmartNIC architecture.
View attachment 25054
This is the referenced patent:
US11436054B1 Directing queries to nodes of a cluster of a container orchestration platform distributed across a host system and a hardware accelerator of the host system
View attachment 25053
Example implementations relate to edge acceleration by offloading network dependent applications to a hardware accelerator. According to one embodiment, queries are received at a cluster of a container orchestration platform.
The cluster includes a host system and a hardware accelerator, each serving as individual worker machines of the cluster. The cluster further includes multiple worker nodes and a master node executing on the host system or the hardware accelerator.
A first worker node executes on the hardware accelerator and runs a first instance of an application.
A distribution of the queries is determined among the worker machines based on a queuing model that takes into consideration the respective compute capacities of the worker machines.
Responsive to receipt of the queries by the host system or the hardware accelerator, the queries are directed to the master node or one of the worker nodes in accordance with the distribution.
The use of the word AKIDA should be brought to the attention of BrainChip's patent attorneys to head off a potential trade mark infringement.
This is too exciting, it's 3am and I can't sleep.
Can we say this is the first commercial offering with 'Akida Inside'
Socionext to Demonstrate Leading-Edge Automotive Custom SoC Solutions at CES 2023, Booth 10654
Share this post
Share TweetShare
Company features advanced technologies in automotive display, AI, and smart sensing
![]()
Milpitas, Calif., December 21, 2022 ---Socionext Inc., a global leader in the design and development of innovative System-on-Chip products, will showcase its automotive custom SoC technologies at the CES Vehicle Tech and Advanced Mobility Zone, located in the Las Vegas Convention Center, North Hall, Booth 10654. CES runs from January 5-8, 2023.
Socionext’s advanced custom solutions are designed to help OEMs and tier-one automakers achieve complete ownership of key differentiating technologies with an added competitive edge.
These custom SoCs enable a wide range of applications, including ADAS sensors, central computing, networking, in-cabin monitoring, satellite connectivity, and infotainment.
Featured technologies and solutions:
Smart Display Controller for Automotive Remote Display
Socionext's highly integrated ISO26262-certified SC1721/ SC1722/ SC1723 Series Graphics Display Controllers feature built-in safety mechanisms that enable error-free, safety-critical content to meet the safety standards required by today’s multi-display cockpit applications.
Low Power 60GHz RF CMOS Radar Sensors with Embedded Sensing Engine and Built-in Antenna for In-Cabin Monitoring
Socionext has created a variety of smart RADAR solutions, including 24GHz and 60GHz, and has developed a roadmap showcasing future technologies.
The Socionext 60GHz RF CMOS sensor has features and capabilities to support multiple in-cabin uses, including seat occupancy monitoring, child presence detection, and theft prevention.
Advanced AI Solutions for Automotive
Socionext has partnered with artificial intelligence provider BrainChip to develop optimized, intelligent sensor data solutions based on Brainchip’s Akida® processor IP.
BrainChip’s flexible AI processing fabric IP delivers neuromorphic, event-based computation, enabling ultimate performance while minimizing silicon footprint and power consumption. Sensor data can be analyzed in real-time with distributed, high-performance and low-power edge inferencing, resulting in improved response time and reduced energy consumption.
Creating a proprietary chip requires a complex, highly structured framework with a complete support system for addressing each phase of the development process. With extensive experience in custom SoC development, Socionext uses state-of-the-art process technologies, such as 7nm and 5nm, to produce automotive-grade SoCs that ensure functional safety while accelerating software development and system verification.
Socionext is committed to offering the optimal combination of IPs, design expertise, software development and support to implement large-scale, fully customizable automotive SoC solutions to meet the most demanding and rigorous automotive application performance requirements.
Socionext’s Automotive Custom SoC Solutions and Services
![]()
It's great to be a shareholder 🏖
Learning
Prophesee
Are you ready for an exciting new addition to your project?
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“….but they are working on designing brains for robots”.Might be worth keeping an eye on Neuraville. Nothing conclusive now but they are working on designing brains for robots. Their relocation earlier this year should give them a greater incentive to consider Akida if they aren't already.
A startup that works in the intersection of neuroscience and robotics industries announced that it has established Pittsburgh as its new headquarters after moving from Wichita, Kansas.
Founded in 2020, Neuraville LLC will now occupy 1,200-square-feet in the former space along Craig Street in Oakland of Pittsburgh Innovation District’s coworking platform for entrepreneurs and innovators called Avenu. It'll ideally grant the startup the ability to tap into the talent pool coming out of the University of Pittsburgh and Carnegie Mellon University
This is too exciting, it's 3am and I can't sleep.
Can we say this is the first commercial offering with 'Akida Inside'
Socionext to Demonstrate Leading-Edge Automotive Custom SoC Solutions at CES 2023, Booth 10654
Share this post
Share TweetShare
Company features advanced technologies in automotive display, AI, and smart sensing
![]()
Milpitas, Calif., December 21, 2022 ---Socionext Inc., a global leader in the design and development of innovative System-on-Chip products, will showcase its automotive custom SoC technologies at the CES Vehicle Tech and Advanced Mobility Zone, located in the Las Vegas Convention Center, North Hall, Booth 10654. CES runs from January 5-8, 2023.
Socionext’s advanced custom solutions are designed to help OEMs and tier-one automakers achieve complete ownership of key differentiating technologies with an added competitive edge.
These custom SoCs enable a wide range of applications, including ADAS sensors, central computing, networking, in-cabin monitoring, satellite connectivity, and infotainment.
Featured technologies and solutions:
Smart Display Controller for Automotive Remote Display
Socionext's highly integrated ISO26262-certified SC1721/ SC1722/ SC1723 Series Graphics Display Controllers feature built-in safety mechanisms that enable error-free, safety-critical content to meet the safety standards required by today’s multi-display cockpit applications.
Low Power 60GHz RF CMOS Radar Sensors with Embedded Sensing Engine and Built-in Antenna for In-Cabin Monitoring
Socionext has created a variety of smart RADAR solutions, including 24GHz and 60GHz, and has developed a roadmap showcasing future technologies.
The Socionext 60GHz RF CMOS sensor has features and capabilities to support multiple in-cabin uses, including seat occupancy monitoring, child presence detection, and theft prevention.
Advanced AI Solutions for Automotive
Socionext has partnered with artificial intelligence provider BrainChip to develop optimized, intelligent sensor data solutions based on Brainchip’s Akida® processor IP.
BrainChip’s flexible AI processing fabric IP delivers neuromorphic, event-based computation, enabling ultimate performance while minimizing silicon footprint and power consumption. Sensor data can be analyzed in real-time with distributed, high-performance and low-power edge inferencing, resulting in improved response time and reduced energy consumption.
Creating a proprietary chip requires a complex, highly structured framework with a complete support system for addressing each phase of the development process. With extensive experience in custom SoC development, Socionext uses state-of-the-art process technologies, such as 7nm and 5nm, to produce automotive-grade SoCs that ensure functional safety while accelerating software development and system verification.
Socionext is committed to offering the optimal combination of IPs, design expertise, software development and support to implement large-scale, fully customizable automotive SoC solutions to meet the most demanding and rigorous automotive application performance requirements.
Socionext’s Automotive Custom SoC Solutions and Services
![]()
It's great to be a shareholder 🏖
Learning
This is too exciting, it's 3am and I can't sleep.
Can we say this is the first commercial offering with 'Akida Inside'
Socionext to Demonstrate Leading-Edge Automotive Custom SoC Solutions at CES 2023, Booth 10654
Share this post
Share TweetShare
Company features advanced technologies in automotive display, AI, and smart sensing
![]()
Milpitas, Calif., December 21, 2022 ---Socionext Inc., a global leader in the design and development of innovative System-on-Chip products, will showcase its automotive custom SoC technologies at the CES Vehicle Tech and Advanced Mobility Zone, located in the Las Vegas Convention Center, North Hall, Booth 10654. CES runs from January 5-8, 2023.
Socionext’s advanced custom solutions are designed to help OEMs and tier-one automakers achieve complete ownership of key differentiating technologies with an added competitive edge.
These custom SoCs enable a wide range of applications, including ADAS sensors, central computing, networking, in-cabin monitoring, satellite connectivity, and infotainment.
Featured technologies and solutions:
Smart Display Controller for Automotive Remote Display
Socionext's highly integrated ISO26262-certified SC1721/ SC1722/ SC1723 Series Graphics Display Controllers feature built-in safety mechanisms that enable error-free, safety-critical content to meet the safety standards required by today’s multi-display cockpit applications.
Low Power 60GHz RF CMOS Radar Sensors with Embedded Sensing Engine and Built-in Antenna for In-Cabin Monitoring
Socionext has created a variety of smart RADAR solutions, including 24GHz and 60GHz, and has developed a roadmap showcasing future technologies.
The Socionext 60GHz RF CMOS sensor has features and capabilities to support multiple in-cabin uses, including seat occupancy monitoring, child presence detection, and theft prevention.
Advanced AI Solutions for Automotive
Socionext has partnered with artificial intelligence provider BrainChip to develop optimized, intelligent sensor data solutions based on Brainchip’s Akida® processor IP.
BrainChip’s flexible AI processing fabric IP delivers neuromorphic, event-based computation, enabling ultimate performance while minimizing silicon footprint and power consumption. Sensor data can be analyzed in real-time with distributed, high-performance and low-power edge inferencing, resulting in improved response time and reduced energy consumption.
Creating a proprietary chip requires a complex, highly structured framework with a complete support system for addressing each phase of the development process. With extensive experience in custom SoC development, Socionext uses state-of-the-art process technologies, such as 7nm and 5nm, to produce automotive-grade SoCs that ensure functional safety while accelerating software development and system verification.
Socionext is committed to offering the optimal combination of IPs, design expertise, software development and support to implement large-scale, fully customizable automotive SoC solutions to meet the most demanding and rigorous automotive application performance requirements.
Socionext’s Automotive Custom SoC Solutions and Services
![]()
It's great to be a shareholder 🏖
Learning
ASX AnnouncementASX Announcement______________________________________________________________________________BrainChip Holdings Ltd ACN 151 159 812Level 12 680 George Street Sydney NSW 2000T:+61282807355|F:+61292870350|W:www.brainchipinc.com
BrainChip and Socionext Sign Memorandum of UnderstandingAkidaTMDevelopment moves forward with an Industry Leading ASIC Partner •Path to physical production of AkidaTMNeuromorphic System-on-Chip•Memorandum of Understanding with SocionextoSocionext is a leading provider of Application Specific Integrated Circuits (ASIC)oMemorandum of Understanding outlines Key Terms of a Definitive Agreement•Definitive Agreement to be negotiated incoming monthsoPreparatory works under wayin the interimSydney, Australia –14March, 2019:
BrainChip Holdings Ltd (ASX: BRN), the leading neuromorphic computing company, today announced the execution of a Memorandum of Understanding(MoU) with Socionext AmericaInc.for the development of the AkidaTMNeuromorphicSystem-on-Chip (NSoC).
Since inception,BrainChip has been committed to providing an artificial intelligence solution as an integrated circuit.
The MoU with Socionext marks a major milestone in the development of the Akida NSoC, setting out the basis on which the companies will negotiate a definitive agreement to deliver a physical Akida chip.
That agreement is expected to be finalised within the coming months, although each of the parties is undertaking necessary preparatory works in the interim.Socionextis a leading ASIC supplier with demonstrated success in delivering the highest quality productwithan efficient time-to-market record for its partners. Socionext was created from the SoCbusinesses of Fujitsu and Panasonic.
The joint development between BrainChip and Socionext is founded upon the combination of BrainChip’s extensive experience in implementing Spiking NeuralNetworks (SNNs) and Socionext’sproven competencyin delivering ASICproducts.BrainChip has made great strides in the Akida development, creating a design that is very compact, flexible, provides low-latency and is low-power for AI Edge applications.
The device can be user-configured for both convolutional and fully-connected networks and isapplicable to a broad range of visual, data, and sensor applications.
Akida will deliver up to 1.2 million neurons and over 10 billion synapses in a low-power chip, expandable to a far greater capacity by utilizing off-chip memory.
The details of the design are proprietary and are described in the Company’s currently pending provisional patent.
The Company is working on a series of patents covering all aspects of the unique Akida design in detail.
Anil Mankar, BrainChip Chief Development Officer commented, “After a great deal of investigation and diligence, it is clear that Socionext has the commitment, competency, intellectual property and desire to work with us on the implementation and launch of Akida. This is acomplex design that requires close collaboration with our design and manufacturing partner. Socionext is a leader in the ASIC market and has specific domain competency in image processing. We are proud to announce this memorandum of understanding and look forward to working with Socionext to complete the design and introduce Akida.”