ThunderSoft has been working on AI for recent years. This presentation will share some results of AI work. First of all, give a general introduction about the current status of AI. For the current messy AI market, whatever AI chip, algorithm, framework or application, what challenges are we facing? Then introduce what kind of services and solutions we can provide for resolving some real issues such as defects inspection in industrial and meanwhile, show the architecture of our AI system. Finally, give some use cases for your reference which focus on some details about three products(Thunder Visual Inspection, Face SDK, and AI Kit) which are based on ML/DL technology. For Thunder Visual Inspection, will give a solution to resolve visual inspection issues through combining deep learning, image processing, even if other computer vision related technologies together. For face SDK, will show the software architecture and interfaces. This part will take a deep dive into how to build face SDK and implement the integration of algorithms and AI models on top of some existed AI Engine(SNPE, Tensorflow Lite etc.). AI development Kit based on Qualcomm SDM845 is extremely powerful for AI development. In this part, hardware specification and software capability will be listed.
YVR18-334: AI Alive: On Device and In-App
LVC20-201 Boot-Time Tracing With Extra Boot ConfigFriday, October 16, 2020
Boot-time tracing is one of the latest Linux kernel tracing proposal, which allows us to trace kernel booting with full tracing features, like per-event filters and triggers, histograms, instances, dynamic-events etc. Along with the boot-time tracing the kernel command-line interface is also expanded by Extra Boot Config (XBC) so that user can specify complex boot-time settings with structured-key value configuration file.
This talk will show you what the boot-time tracing and the extra boot config provide, the advantages and how you can use it for your boot-time features.
LVC20-317 Analysis of ARM64's Competence for Oil&Gas Seismic Data Processing ApplicationsWednesday, September 30, 2020
Each seismic survey in Oil & Gas exploration generates tons of seismic wave data, typically hundreds of Terabytes. Transforming the huge amount of data into a accurate earth subsurface model requires exascale level computing power. This presentation will analyze the computing requirements and trends in seismic data processing, evaluate the competence of the current generations ARM64 SoCs and the new features required.
LVC20-117 Everything you want to know about live migration on Arm64 CloudWednesday, September 30, 2020
Slack channel to chat with the speaker during the live broadcast: https://linaroconnect.slack.com/archives/C01B1SV18F5
Currently, one big gap between Arm64 and X86 cloud platforms is that X86 can provide a much better instance migration experience than the Arm64 platform. CPU comparison and CPU model capabilities have provided Arm64 VM with the ability to live migration among different hardware vendors. This function is the essential function of the data center. From the cloud management framework, we also need to consider the realization of supporting VM live migration.
In this session, we will talk about what we have done in the most widely used virtualization management tool - Libvirt to provide better live migration capabilities on Arm64 platform and also some details in the newest lightweight cloud management project such as Kubevirt.
With live migration support on Arm64, it can finally benefit the cloud ecosystem for large scale datacenter scenarios which may use different Arm64 CPU architectures and vendors.
BKK19-200K2 - KEYNOTE: Open Source QA - what will it take to get to the next levelTuesday, April 16, 2019
Over the last 20 years, Open Source software has made incredible inroads and become the de-facto standard for system software in many market categories. The same is not true of Open Source Quality Assurance. Despite the availability of many QA resources that are Open Source, the testing landscape is very fragmented, and there are lots of areas where in-house and ad-hoc testing hardware, code and methods are used.
In this keynote, Tim will describe barriers to sharing existing tests and test infrastructure. Tim will give his insights about what will it take to get Quality Assurance to the same level of ubiquity, quality, community, ease of deployment, and low cost, as Open Source coding.
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