Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

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Welcome note by Kanta Vekaria from the Arm Architecture HPC Workshop Santa Clara 2018

26th July 2018
Kanta Vekaria PhD
Arm Architecture HPC Workshop
North America

Arm Architecture HPC Workshop
Compiler
optimisations
Tools
Math libraries
Orchestration
Machine Learning
Thank you to our Sponsors!

Welcome our newest HPC SIG Member

Linaro helps you work with the latest open source
technology, build support in upstream projects, ensure
smooth product roll outs, and reduce maintenance costs.
Instead of duplicating effort, competitors share
development costs of core platform technologies to
accelerate innovation and time to market.
IN THE TOP
Contributors to the
Linux kernel
OSS
ENGINEERS
worldwide
MAJOR
CONTRIBUTOR TO
Other open source
Projects
MEMBERS
20
5
300
70

Linaro High Performance Computing
Special Interest Group
The Linaro HPC SIG drives open source
software development for the Arm
architecture. It aims to lower barriers to
deployment and management through
standardisation, interoperability,
orchestration and use case
development.
hpc@linaro.org
Arm
HXTHiSilicon
Red Hat
Fujitsu
Qualcomm
Cavium
Optimization

Engineering Scope
● HPC
○ OpenHPC - ARM enablement, Cloud CI
○ Scalable Vector Extension (SVE) for
ARMv8
○ Dev Tools
■ Compiler optimisations
● LLVM and GCC for Fortran and C
optimisations
● openMP
■ QEMU
■ Standardised profilers and debuggers
○ HPC Orchestration
■ OpenHPC
■ Other OS Packages (SLURM)
○ Runtime auto detection of micro arch.
○ Application Libraries
■ Math and scientific libraries optimised
for ARMv8
■ MPICH, FFTW, BLAS, cuBLAS,
LAPACK, openBLAS, MPI, ScaLAPACK
■ And more…..
○ Hardware acceleration
■ CCIX, GPGPU, FPGA
○ File Systems
○ Schedulers, Power Management
○ Security
● HPDA
○ Scope will involve key industry algorithms,
library optimisation, etc.
● Machine Learning
○ Scope will include machine learning
algorithms, frameworks, training, inference
and hardware acceleration

Accelerate Deployment of
ARM into Datacenters
The Linaro Developer Cloud provides open source developers and
commercial ISVs access to the latest Arm-based, server-class hardware
running popular development environments, to enable the IoT, Edge and
Cloud ecosystem to develop, port and test for the Arm architecture.

Logistics
● Breaks at 10:30 and 15:00
● Lunch at 12:30
● Networking drinks and appetisers at 17:00

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"APIs for Accelerating Vision and Inferencing: Options and Trade-offs," a Pre...

Edge AI and Vision Alliance

Session ID: HKG18-301 Session Name: HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integrated Processors Speaker: Glenn Steiner Track: LITE ★ Session Summary ★ Key Takeaways: With the drive to increase integration, reduce system costs, accelerate performance, and enhance reliability, software developers are discovering the processor they would like to target is simply not fast enough. This session will help you the system architect or software developer understand how you can architect and develop software on an FPGA integrated processor, and accelerate software code via FPGA accelerators. Abstract: As a software developer, in order to meet system level performance requirements, you may have realized that your next software project will be targeting a processor inside of an FPGA. How will this impact your development process and what benefits might you gain with this tight integration of processor and FPGA? Starting from the basics of what FPGAs are (in terms of software programming), this session will provide a simple to understand primer of what modern FPGAs with embedded processors can do. We will wrap up with examples of how high level synthesis tools can move software to programmable logic hardware enabling dramatic software acceleration. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-301/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-301.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-301.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: LITE 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

Video and slides synchronized, mp3 and slide download available at URL http://bit.ly/2X8uz92. Alex Bradbury gives an overview of the status and development of RISC-V as it relates to modern operating systems, highlighting major research strands, controversies, and opportunities to get involved. Filmed at qconlondon.com. Alex Bradbury is co-founder of lowRISC CIC, aiming to bring the benefits of open source development to the hardware industry by producing a high quality, secure, and open source SoC and associated infrastructure. He is a well-known member of the LLVM community, and is code owner and primary author of the upstream RISC-V back-end.

The Future of Operating Systems on RISC-V

The Future of Operating Systems on RISC-V

The Future of Operating Systems on RISC-V

For the full video of this presentation, please visit: https://www.embedded-vision.com/platinum-members/embedded-vision-alliance/embedded-vision-training/videos/pages/dec-2019-alliance-vitf-khronos For more information about embedded vision, please visit: http://www.embedded-vision.com Neil Trevett, President of the Khronos Group and Vice President of Developer Ecosystems at NVIDIA, delivers the presentation "Current and Planned Standards for Computer Vision and Machine Learning" at the Embedded Vision Alliance's December 2019 Vision Industry and Technology Forum. Trevett shares updates on recent, current and planned Khronos standardization activities aimed at streamlining the deployment of embedded vision and AI.

"Current and Planned Standards for Computer Vision and Machine Learning," a P...

"Current and Planned Standards for Computer Vision and Machine Learning," a P...

"Current and Planned Standards for Computer Vision and Machine Learning," a P...

Edge AI and Vision Alliance

Software based video, audio, web conferencing - can standard servers deliver?

Software based video, audio, web conferencing - can standard servers deliver?

Software based video, audio, web conferencing - can standard servers deliver?

GTC15-Manoj-Roge-OpenPOWER

GTC15-Manoj-Roge-OpenPOWER

GTC15-Manoj-Roge-OpenPOWER

Semelhante a Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria (20)

George Grey Welcome Keynote - BUD17-100K1

George Grey Welcome Keynote - BUD17-100K1

George Grey Welcome Keynote - BUD17-100K1

“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentati...

“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentati...

“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentati...

HKG15: Opening Keynote - George Grey, Linaro CEO

HKG15: Opening Keynote - George Grey, Linaro CEO

HKG15: Opening Keynote - George Grey, Linaro CEO

SFO15-100K1: Welcome Keynote: George Grey, Linaro CEO

SFO15-100K1: Welcome Keynote: George Grey, Linaro CEO

SFO15-100K1: Welcome Keynote: George Grey, Linaro CEO

BKK16-100K1 George Grey, Linaro CEO Opening Keynote

BKK16-100K1 George Grey, Linaro CEO Opening Keynote

BKK16-100K1 George Grey, Linaro CEO Opening Keynote

oneAPI: Industry Initiative & Intel Product

oneAPI: Industry Initiative & Intel Product

oneAPI: Industry Initiative & Intel Product

Involvement in OpenHPC

Involvement in OpenHPC

Involvement in OpenHPC

Implementing AI: High Performace Architectures

Implementing AI: High Performace Architectures

Implementing AI: High Performace Architectures

Red Hat Summit 2015: Red Hat Storage Breakfast session

Red Hat Summit 2015: Red Hat Storage Breakfast session

Red Hat Summit 2015: Red Hat Storage Breakfast session

Linaro: High Performance Computing (HPC)

Linaro: High Performance Computing (HPC)

Linaro: High Performance Computing (HPC)

State of ARM-based HPC

State of ARM-based HPC

State of ARM-based HPC

Presentazione IBM Power System Evento Venaria 14 ottobre

Presentazione IBM Power System Evento Venaria 14 ottobre

Presentazione IBM Power System Evento Venaria 14 ottobre

Linaro HPC Workshop Note

Linaro HPC Workshop Note

Linaro HPC Workshop Note

LCU13: GPGPU on ARM Experience Report

LCU13: GPGPU on ARM Experience Report

LCU13: GPGPU on ARM Experience Report

"APIs for Accelerating Vision and Inferencing: Options and Trade-offs," a Pre...

"APIs for Accelerating Vision and Inferencing: Options and Trade-offs," a Pre...

"APIs for Accelerating Vision and Inferencing: Options and Trade-offs," a Pre...

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

HKG18-301 - Dramatically Accelerate 96Board Software via an FPGA with Integra...

The Future of Operating Systems on RISC-V

The Future of Operating Systems on RISC-V

The Future of Operating Systems on RISC-V

"Current and Planned Standards for Computer Vision and Machine Learning," a P...

"Current and Planned Standards for Computer Vision and Machine Learning," a P...

"Current and Planned Standards for Computer Vision and Machine Learning," a P...

Software based video, audio, web conferencing - can standard servers deliver?

Software based video, audio, web conferencing - can standard servers deliver?

Software based video, audio, web conferencing - can standard servers deliver?

GTC15-Manoj-Roge-OpenPOWER

GTC15-Manoj-Roge-OpenPOWER

GTC15-Manoj-Roge-OpenPOWER

Mais de Linaro

“Delivering a well working distribution is hard. There are a lot of different hardware platforms that need to be verified and the software stack is in a big flux during development phases. In rolling releases, this gets even worse, as nothing ever stands still. The only sane answer to that problem are working Continuous Integration tests. The SUSE way to check whether any change breaks normal distribution behavior is OpenQA. Using OpenQA we can automatically run tests that hard working QA people did manually in the old days. That way we have fast enough turnaround times to find and reject breaking changes This session shows how OpenQA works, what pitfalls we had to make ARM work with OpenQA and what we’re doing to improve it for ARM specific use cases.”

Bud17 113: distribution ci using qemu and open qa

Bud17 113: distribution ci using qemu and open qa

Bud17 113: distribution ci using qemu and open qa

Speaker: Renato Golin Speaker Bio: He started programming in the late 80's in C for PCs after a few years playing with 8-bit computers, but he only started programming professionally in the late 90's during the .com bubble. After many years working on Internet's back-end, he moved to UK and worked a few years on bioinformatics at EBI before joining ARM, where he worked on the DS-5 debugger and on the EDG-to-LLVM bridge, where he became the LLVM Tech Lead. Recently, he worked with large clusters and big data at HPCC before moving to Linaro. Talk Title: OpenHPC Automation with Ansible Talk Abstract: "In order to test OpenHPC packages and components and to use it as a platform to benchmark HPC applications, Linaro is developing an automated deployment strategy, using Ansible, Mr-Provisioner and Jenkins, to install the OS, OpenHPC and prepare the environment on varied architectures (Arm, x86). This work is meant to replace the existing ageing Bash-based recipes upstream while still keeping the documents intact. Our aim is to make it easier to vary hardware configuration, allow for different provisioning techniques and mix internal infrastructure logic to different labs, while still using the same recipes. We hope this will help more people use OpenHPC with a better out-of-the-box experience and with more robust results"

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

Speakers: Gilad Shainer and Scot Schultz Company: Mellanox Technologies Talk Title: Intelligent Interconnect Architecture to Enable Next Generation HPC Talk Abstract: The latest revolution in HPC interconnect architecture is the development of In-Network Computing, a technology that enables handling and accelerating application workloads at the network level. By placing data-related algorithms on an intelligent network, we can overcome the new performance bottlenecks and improve the data center and applications performance. The combination of In-Network Computing and ARM based processors offer a rich set of capabilities and opportunities to build the next generation of HPC platforms. Gilad Shainer Bio: Gilad Shainer has served as Mellanox's vice president of marketing since March 2013. Previously, Mr. Shainer was Mellanox's vice president of marketing development from March 2012 to March 2013. Mr. Shainer joined Mellanox in 2001 as a design engineer and later served in senior marketing management roles between July 2005 and February 2012. Mr. Shainer holds several patents in the field of high-speed networking and contributed to the PCI-SIG PCI-X and PCIe specifications. Gilad Shainer holds a MSc degree (2001, Cum Laude) and a BSc degree (1998, Cum Laude) in Electrical Engineering from the Technion Institute of Technology in Israel. Scot Schultz Bio: Scot Schultz is a HPC technology specialist with broad knowledge in operating systems, high speed interconnects and processor technologies. Joining the Mellanox team in 2013, Schultz is 30-year veteran of the computing industry. Prior to joining Mellanox, he spent the past 17 years at AMD in various engineering and leadership roles in the area of high performance computing. Scot has also been instrumental with the growth and development of various industry organizations including the Open Fabrics Alliance, and continues to serve as a founding board-member of the OpenPOWER Foundation and Director of Educational Outreach and founding member of the HPC-AI Advisory Council.

Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...

Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...

Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...

Session ID: HKG18-501 Session Name: HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline Speaker: Chris Redpath Track: Mobile, Kernel ★ Session Summary ★ This session will introduce the changes to EAS planned for 4.14 kernel, and how Arm hopes that EAS will develop in future. EAS has already evolved from an Arm/Linaro joint project to involving a much wider community of SoC vendors, Google and interested device manufacturers. We will highlight the product-specific pieces remaining in the Android Common Kernel EAS implementation, and our plans to provide an upstreaming plan for each product feature. In particular, the new 'simplified energy model' is designed to provide mainline-friendliness and comparable performance using a simple DT expression of cpu power/performance. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-501/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-501.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-501.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Mobile, Kernel 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

"Session ID: HKG18-315 Session Name: HKG18-315 - Why the ecosystem is a wonderful thing warts and all Speaker: Andrew Wafaa Track: Ecosystem Day ★ Session Summary ★ The Arm ecosystem is a vibrant place, but it's not always smooth sailing. This presentation will go through the highs and lows of getting the ecosystem fully Arm enabled. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-315/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-315.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-315.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Ecosystem Day 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

"Session ID: HKG18-TR08 Session Name: HKG18-TR08 - Upstreaming SVE in QEMU Speaker: Alex Bennée,Richard Henderson Track: Enterprise ★ Session Summary ★ ARM's Scalable Vector Extensions is an innovative solution to processing highly data parallel workloads. While several out-of-tree attempts at implementing SVE support for QEMU existed, we took a fundamentally different approach to solving key challenges and therefore pursued a from-scratch QEMU SVE implementation in Linaro. Our strategic choice was driven by several factors. First as an ""upstream first"" organisation we were focused on a solution that would be readily accepted by the upstream project. This entailed doing our development in the open on the project mailing lists where early feedback and community consensus can be reached. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-tr08/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-tr08.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-tr08.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Enterprise 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-TR08 - Upstreaming SVE in QEMU

"Session ID: HKG18-113 Session Name: HKG18-113 - Secure Data Path work with i.MX8M Speaker: Cyrille Fleury Track: Digital Home ★ Session Summary ★ NXP presentation on Secure Data Path work with i.MX8M Soc. Demonstrate 4K PlayReady playback with Android 8.1 running on i.MX8M. Focus on security (MS SL3000 and Widevine level 1) --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-113/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-113.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-113.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Digital Home 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

"Session ID: HKG18-120 Session Name: HKG18-120 - Structured Documentation and Validation for Device Tree Speaker: Grant Likely Track: Kernel ★ Session Summary ★ Devicetree has become the dominant hardware configuration language used when building embedded systems. Projects using Devicetree now include Linux, U-Boot, Android, FreeBSD, and Zephyr. However, it is notoriously difficult to write correct Devicetree data files. The dtc tools perform limited tests for valid data, and there there is not yet a way to add validity test for specific hardware descriptions. Neither is there a good way to document requirements for specific bindings. Work is underway to solve these problems. This session will present a proposal for adding Devicetree schema files to the Devicetree toolchain that can be used to both validate data and produce usable documentation. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-120/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-120.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-120.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Kernel 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-120 - Devicetree Schema Documentation and Validation

"Session ID: HKG18-223 Session Name: HKG18-223 - Trusted Firmware M : Trusted Boot Speaker: Tamas Ban Track: LITE ★ Session Summary ★ An overview of the trusted boot concept and firmware update on the ARMv8-M based platform and how MCUBoot acts as a BL2 bootloader for TF-M. Trusted Firmware M In October 2017, Arm announced the vision of Platform Security Architecture (PSA) - a common framework to allow everyone in the IoT ecosystem to move forward with stronger, scalable security and greater confidence. There are three key stages to the Platform Security Architecture: Analysis, Architecture and Implementation which are described at https://developer.arm.com/products/architecture/platform-security-architecture. _Trusted Firmware M, i.e. TF-M, is the Arm project to provide an open source reference implementation firmware that will conform to the PSA specification for M-Class devices. Early access to TF-M was released in December 2017 and it is being made public during Linaro Connect. The implementation should be considered a prototype until the PSA specifications reach release state and the code aligns._ --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-223/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-223.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-223.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: LITE 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-223 - Trusted FirmwareM: Trusted boot

Session ID: HKG18-500K1 Session Name: HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the Datacenter Speaker: Not Available Track: Keynote ★ Session Summary ★ For decades we have been able to take advantage of Moore’s Law to improve single thread performance, reduce power and cost with each generation of semiconductor technology. While technology has advanced after the end of Dennard scaling more than 10 years ago, the advances have slowed down. Server performance increases have relied on increasing core counts and power budgets. At the same time, workloads have changed in the era of cloud computing. Scale out is becoming more important than scale up. Domain specific architectures have started to emerge to improve the energy efficiency of emerging workloads like deep learning This talk will provide a historical perspective and discuss emerging trends driving the development of modern servers processors. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-500k1/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-500k1.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-500k1.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Keynote 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the D...

HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the D...

HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the D...

Session ID: HKG18-317 Session Name: HKG18-317 - Arm Server Ready Program Speaker: Dong Wei Track: Ecosystem Day ★ Session Summary ★ To fulfill our vision of having Arm servers everywhere and easy to deploy, Arm has created the Arm ServerReady Program where we have created the Server Base System Architecture (SBSA) and Server Base Boot Requirements (SBBR) specifications and the Architecture Compliance Suite (ACS) tools for the system developers to enable customers to deploy Arm servers with confidence that they work out of the box. In this talk, I will update you on the progresses we have made working with the partners in preparation of the official launch of the Arm ServerReady Program. In addition, I will update you with the preview of the updates to the next revision of the SBSA/SBBR specifications. I will also provide an overview of the Server Base Manageability Guide (SBMG) that is to be released later this year and the related sample implementation in OpenBMC. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-317/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-317.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-317.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Ecosystem Day 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-317 - Arm Server Ready Program

HKG18-317 - Arm Server Ready Program

HKG18-317 - Arm Server Ready Program

Session ID: HKG18-312 Session Name: HKG18-312 - CMSIS-NN Speaker: Rod Crawford Track: LEG;Ecosystem Day ★ Session Summary ★ Deep learning algorithms are gaining popularity in IoT edge devices, because of their human-level accuracy in many applications, such as image classification and speech recognition. There is an increasing interest in deploying neural networks (NN) on always-on systems such as Arm Cortex-M microcontrollers. In this session, we introduce the challenges of deploying neural networks on microcontrollers with limited memory/compute resources and power budget. We introduce CMSIS-NN, optimized software kernels to enable deployment of neural networks on Cortex-M cores. We further present NN architecture exploration, using keyword spotting application as an example, to develop light-weight models suitable for resource constrained systems. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-312/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-312.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-312.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: LEG;Ecosystem Day 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-312 - CMSIS-NN

HKG18-312 - CMSIS-NN

HKG18-312 - CMSIS-NN

Session ID: HKG18-300K2 Session Name: HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to enable the future of Embedded Machine Learning Speaker: Tomas Evensen Track: Ecosystem Day ★ Session Summary ★ As Moore's law is slowing down, heterogeneous architectures are needed to keep up with the increasing compute requirements emerging from industry trends such as the use machine learning across a diverse range of markets and applications. These compute requirements require custom system architectures to suit the rapidly evolving demands of emerging algorithms, standards and trends. Field Programmable hardware offers a unique capability to provide flexibility alongside advanced processor architectures to address this ever increasing multitude of applications. Development flows, programmability and flexibility are crucial to the enablement of these advancing algorithms and to enable the next generation of implementations in a world of advancing Artificial intelligence. In this session we will introduce you to an all Programmable paradigm and low cost development platform to enable an ecosystem of flexibility and unparalleled programmability. The future is now…... --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-300k2/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-300k2.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-300k2.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Ecosystem Day 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to ...

HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to ...

HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to ...

Session ID: HKG18-212 Session Name: HKG18-212 - Trusted Firmware M: Introduction Speaker: James King Track: Iot, Security ★ Session Summary ★ Trusted Firmware M In October 2017, Arm announced the vision of Platform Security Architecture (PSA) - a common framework to allow everyone in the IoT ecosystem to move forward with stronger, scalable security and greater confidence. There are three key stages to the Platform Security Architecture: Analysis, Architecture and Implementation which are described at https://developer.arm.com/products/architecture/platform-security-architecture. Trusted Firmware M, i.e. TF-M, is the Arm project to provide an open source reference implementation firmware that will conform to the PSA specification for M-Class devices. Early access to TF-M was released in December 2017 and it is being made public during Linaro Connect. The implementation should be considered a prototype until the PSA specifications reach release state and the code aligns. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-212/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-212.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-212.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Iot, Security 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-212 - Trusted Firmware M: Introduction

HKG18-212 - Trusted Firmware M: Introduction

HKG18-212 - Trusted Firmware M: Introduction

Session ID: HKG18-116 Session Name: HKG18-116 - RAS Solutions for Arm64 Servers Speaker: Jonathan (Zhixiong) Zhang Track: Enterprise ★ Session Summary ★ In order to get ARM64 servers into large scale production, both out-of-band and in-band RAS (Reliability/Availability/Serviceability) solutions have to be in-par with servers of other architectures. This presentation discusses requirements and designs of various RAS solution, how hardware/firmware and higher level software working together to achieve the goals, with focus on firmware. RAS topics covered include memory, PCIe, CPU, thermal management and catastrophic errors. In addition, future directions/expectations of server RAS technologies are presented. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-116/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-116.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-116.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Enterprise 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-116 - RAS Solutions for Arm64 Servers

HKG18-116 - RAS Solutions for Arm64 Servers

HKG18-116 - RAS Solutions for Arm64 Servers

Session ID: HKG18-TR14 Session Name: HKG18-TR14 - Postmortem Debugging with Coresight Speaker: Leo Yan Track: Training ★ Session Summary ★ For most cases we can easily debug with kernel's oops dumping info, but sometimes we need to know more information for program execution flow before the issue happens. So we can rely on two tracing methods to reproduce the program execution flow, one method is using software tracing which is kernel's pstore method; another method is to rely on Coresight hardware tracing, this method also can avoid extra workload introduced by tracing itself. Coresight has provided two mechanisms for Postmortem debugging, one method is Coresight CPU debug module so we can extract CPU program counter info, this is quite straightforward to debug CPU lockup issue; Another is Coresight panic kdump, we connect kernel kdump mechanism to extract Coresight tracing data so we can reproduce the last execution flow before panic (even hang issue with some tweaking in kernel). This session wants to go through these topics and demonstrate the debugging tools on 96boards Hikey in 25 minutes session. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-tr14/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-tr14.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-tr14.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Training 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-TR14 - Postmortem Debugging with Coresight

HKG18-TR14 - Postmortem Debugging with Coresight

HKG18-TR14 - Postmortem Debugging with Coresight

Session ID: HKG18-TR12 Session Name: HKG18-TR12 - LAVA for LITE Platforms and Tests Speaker: Bill Fletcher Track: Training ★ Session Summary ★ LAVA tutorial material specific to LITE with an emphasis on RTOS targets rather than Linux (i.e. monolithic images and no shells). Covers Test job basics, Getting started with the Lab Instance, Anatomy of a test job, Looking at LAVA results, Writing tests. More advanced topics can also be covered if time allows. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-tr12/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-tr12.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-tr12.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Training 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-TR12 - LAVA for LITE Platforms and Tests

HKG18-TR12 - LAVA for LITE Platforms and Tests

HKG18-TR12 - LAVA for LITE Platforms and Tests

Session ID: HKG18-419 Session Name: HKG18-419 - OpenHPC on Ansible Speaker: Renato Golin,Takeharu KATO Track: Enterprise ★ Session Summary ★ OpenHPC is slowly moving to Ansible, but with radically different deployments (x86 vs ARM, different components, network topology/technology, etc), we need to find the right balance between what stays in OpenHPC and what's private, as well as how to update our auto-generated documents from Ansible rules. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-419/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-419.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-419.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Enterprise 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

HKG18-419 - OpenHPC on Ansible

HKG18-419 - OpenHPC on Ansible

HKG18-419 - OpenHPC on Ansible

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Bud17 113: distribution ci using qemu and open qa

Bud17 113: distribution ci using qemu and open qa

Bud17 113: distribution ci using qemu and open qa

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

OpenHPC Automation with Ansible - Renato Golin - Linaro Arm HPC Workshop 2018

Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...

Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...

Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-501 - EAS on Common Kernel 4.14 and getting (much) closer to mainline

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-315 - Why the ecosystem is a wonderful thing, warts and all

HKG18-TR08 - Upstreaming SVE in QEMU

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HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

HKG18-113- Secure Data Path work with i.MX8M

HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-120 - Devicetree Schema Documentation and Validation

HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-223 - Trusted FirmwareM: Trusted boot

HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the D...

HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the D...

HKG18-500K1 - Keynote: Dileep Bhandarkar - Emerging Computing Trends in the D...

HKG18-317 - Arm Server Ready Program

HKG18-317 - Arm Server Ready Program

HKG18-317 - Arm Server Ready Program

HKG18-312 - CMSIS-NN

HKG18-312 - CMSIS-NN

HKG18-312 - CMSIS-NN

HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to ...

HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to ...

HKG18-300K2 - Keynote: Tomas Evensen - All Programmable SoCs? – Platforms to ...

HKG18-212 - Trusted Firmware M: Introduction

HKG18-212 - Trusted Firmware M: Introduction

HKG18-212 - Trusted Firmware M: Introduction

HKG18-116 - RAS Solutions for Arm64 Servers

HKG18-116 - RAS Solutions for Arm64 Servers

HKG18-116 - RAS Solutions for Arm64 Servers

HKG18-TR14 - Postmortem Debugging with Coresight

HKG18-TR14 - Postmortem Debugging with Coresight

HKG18-TR14 - Postmortem Debugging with Coresight

HKG18-TR12 - LAVA for LITE Platforms and Tests

HKG18-TR12 - LAVA for LITE Platforms and Tests

HKG18-TR12 - LAVA for LITE Platforms and Tests

HKG18-419 - OpenHPC on Ansible

HKG18-419 - OpenHPC on Ansible

HKG18-419 - OpenHPC on Ansible

Último

Scalable LLM APIs for AI and Generative AI Application Development Ettikan Karuppiah, Director/Technologist - NVIDIA Apidays Singapore 2024: Connecting Customers, Business and Technology (April 17 & 18, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

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Real Time Object Detection Using Open CV

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In the thrilling conclusion to 2023, ransomware groups had a banner year, really outdoing themselves in the "make everyone's life miserable" department. LockBit 3.0 took gold in the hacking olympics, followed by the plucky upstarts Clop and ALPHV/BlackCat. Apparently, 48% of organizations were feeling left out and decided to get in on the cyber attack action. Business services won the "most likely to get digitally mugged" award, with education and retail nipping at their heels. Hackers expanded their repertoire beyond boring old encryption to the much more exciting world of extortion. The US, UK and Canada took top honors in the "countries most likely to pay up" category. Bitcoins were the currency of choice for discerning hackers, because who doesn't love untraceable money?

Ransomware_Q4_2023. The report. [EN].pdf

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Ransomware_Q4_2023. The report. [EN].pdf

Overkill Security

Effective data discovery is crucial for maintaining compliance and mitigating risks in today's rapidly evolving privacy landscape. However, traditional manual approaches often struggle to keep pace with the growing volume and complexity of data. Join us for an insightful webinar where industry leaders from TrustArc and Privya will share their expertise on leveraging AI-powered solutions to revolutionize data discovery. You'll learn how to: - Effortlessly maintain a comprehensive, up-to-date data inventory - Harness code scanning insights to gain complete visibility into data flows leveraging the advantages of code scanning over DB scanning - Simplify compliance by leveraging Privya's integration with TrustArc - Implement proven strategies to mitigate third-party risks Our panel of experts will discuss real-world case studies and share practical strategies for overcoming common data discovery challenges. They'll also explore the latest trends and innovations in AI-driven data management, and how these technologies can help organizations stay ahead of the curve in an ever-changing privacy landscape.

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

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Join our latest Connector Corner webinar to discover how UiPath Integration Service revolutionizes API-centric automation in a 'Quote to Cash' process—and how that automation empowers businesses to accelerate revenue generation. A comprehensive demo will explore connecting systems, GenAI, and people, through powerful pre-built connectors designed to speed process cycle times. Speakers: James Dickson, Senior Software Engineer Charlie Greenberg, Host, Product Marketing Manager

Connector Corner: Accelerate revenue generation using UiPath API-centric busi...

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Following the popularity of "Cloud Revolution: Exploring the New Wave of Serverless Spatial Data," we're thrilled to announce this much-anticipated encore webinar. In this sequel, we'll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR. Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios. Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects. Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you're building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.

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The Good, the Bad and the Governed - Why is governance a dirty word? David O'Neill, Chief Operating Officer - APIContext Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

Three things you will take away from the session: • How to run an effective tenant-to-tenant migration • Best practices for before, during, and after migration • Tips for using migration as a springboard to prepare for Copilot in Microsoft 365 Main ideas: Migration Overview: The presentation covers the current reality of cross-tenant migrations, the triggers, phases, best practices, and benefits of a successful tenant migration Considerations: When considering a migration, it is important to consider the migration scope, performance, customization, flexibility, user-friendly interface, automation, monitoring, support, training, scalability, data integrity, data security, cost, and licensing structure Next Wave: The next wave of change includes the launch of Copilot, which requires businesses to be prepared for upcoming changes related to Copilot and the cloud, and to consolidate data and tighten governance ShareGate: ShareGate can help with pre-migration analysis, configurable migration tool, and automated, end-user driven collaborative governance

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff

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Data Cloud, More than a CDP by Matt Robison

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Anna Loughnan Colquhoun

The value of a flexible API Management solution for Open Banking Steve Melan, Manager for IT Innovation and Architecture - State's and Saving's Bank of Luxembourg Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

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presentation ICT roal in 21st century education

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Automating Google Workspace (GWS) & more with Apps Script

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Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood

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Juan lago vázquez

Scaling API-first – The story of a global engineering organization Ian Reasor, Senior Computer Scientist - Adobe Radu Cotescu, Senior Computer Scientist - Adobe Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

This presentations targets students or working professionals. You may know Google for search, YouTube, Android, Chrome, and Gmail, but did you know Google has many developer tools, platforms & APIs? This comprehensive yet still high-level overview outlines the most impactful tools for where to run your code, store & analyze your data. It will also inspire you as to what's possible. This talk is 50 minutes in length.

Powerful Google developer tools for immediate impact! (2023-24 C)

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Abhishek Deb(1), Mr Abdul Kalam(2) M. Des (UX) , School of Design, DIT University , Dehradun. This paper explores the future potential of AI-enabled smartphone processors, aiming to investigate the advancements, capabilities, and implications of integrating artificial intelligence (AI) into smartphone technology. The research study goals consist of evaluating the development of AI in mobile phone processors, analyzing the existing state as well as abilities of AI-enabled cpus determining future patterns as well as chances together with reviewing obstacles as well as factors to consider for more growth.

Exploring the Future Potential of AI-Enabled Smartphone Processors

Exploring the Future Potential of AI-Enabled Smartphone Processors

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Accelerating FinTech Innovation: Unleashing API Economy and GenAI Vasa Krishnan, Chief Technology Officer - FinResults Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...

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GenAI Risks & Security Meetup 01052024.pdf

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Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff

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Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

1. 26th July 2018 Kanta Vekaria PhD Arm Architecture HPC Workshop North America

2. Arm Architecture HPC Workshop Compiler optimisations Tools Math libraries Orchestration Machine Learning Thank you to our Sponsors!

3. Welcome our newest HPC SIG Member

4. Linaro helps you work with the latest open source technology, build support in upstream projects, ensure smooth product roll outs, and reduce maintenance costs. Instead of duplicating effort, competitors share development costs of core platform technologies to accelerate innovation and time to market. IN THE TOP Contributors to the Linux kernel OSS ENGINEERS worldwide MAJOR CONTRIBUTOR TO Other open source Projects MEMBERS 20 5 300 70

5. Linaro High Performance Computing Special Interest Group The Linaro HPC SIG drives open source software development for the Arm architecture. It aims to lower barriers to deployment and management through standardisation, interoperability, orchestration and use case development. hpc@linaro.org Arm HXTHiSilicon Red Hat Fujitsu Qualcomm Cavium Optimization

6. Engineering Scope ● HPC ○ OpenHPC - ARM enablement, Cloud CI ○ Scalable Vector Extension (SVE) for ARMv8 ○ Dev Tools ■ Compiler optimisations ● LLVM and GCC for Fortran and C optimisations ● openMP ■ QEMU ■ Standardised profilers and debuggers ○ HPC Orchestration ■ OpenHPC ■ Other OS Packages (SLURM) ○ Runtime auto detection of micro arch. ○ Application Libraries ■ Math and scientific libraries optimised for ARMv8 ■ MPICH, FFTW, BLAS, cuBLAS, LAPACK, openBLAS, MPI, ScaLAPACK ■ And more….. ○ Hardware acceleration ■ CCIX, GPGPU, FPGA ○ File Systems ○ Schedulers, Power Management ○ Security ● HPDA ○ Scope will involve key industry algorithms, library optimisation, etc. ● Machine Learning ○ Scope will include machine learning algorithms, frameworks, training, inference and hardware acceleration

7. Accelerate Deployment of ARM into Datacenters The Linaro Developer Cloud provides open source developers and commercial ISVs access to the latest Arm-based, server-class hardware running popular development environments, to enable the IoT, Edge and Cloud ecosystem to develop, port and test for the Arm architecture.

8. Logistics ● Breaks at 10:30 and 15:00 ● Lunch at 12:30 ● Networking drinks and appetisers at 17:00