LCA13: Exploiting ARM GPU resources in Open Source Software

•

2 likes•1,193 views

Resource: LCA13 Name: Exploiting ARM GPU resources in Open Source Software Date: 07-03-2013 Speaker: Tom Gall

GPGPU ON ARM
Tom Gall
tom.gall@linaro.org

SESSION GOALS
• What activity should Linaro
pursue?
• What open source projects
should we work with?

BOUNDARIES
• Lets not do any PHD dissertations
• Output must be open source
• Optimized stack should of course advance member goals

PARALLEL COMPUTING
Granularity
•
NEON
Grid
OpenStack
MPI/OpenMPI OpenMP/pthreads
Multi-machine Single machine

OPEN CL
• Originally proposed by Apple
• API for using your resources including the GPU as a general
purpose power house
• Khronos standard (holders of OpenGL)
• Open Compute Language
• ANSI-C99 w additions
• Open = anyone can implement

HSA
• Heterogeneous System Architecture
• hsafoundation.com
• HSA standards out for review
• A better OpenCL
• Better debug, HSAIL

QUALITIES IN A CANDIDATE
• Task parallelism
• Break up task over threads
• Data parallelism
• Same operation over lots of data
• Big wins for computationally signiﬁcant data parallel algs
• Bad
• Lots of pointer chasing
• Calculations that require lots of communication or result dependent

PROJECTS
• Libjpeg vs libjpeg turbo
• SQLite
• Hadoop - map reduce
• HipHop?

LIBJPEG
• Software, NEON, OpenCL comparison possible
• Android & Linux
• code.google.com/p/jpeg-opencl/source/checkout

SQLITE
• Cuda (nVidia only)
• Implemented subset of SQLite vm on gpu
• Pbbakkum.com/db
• Claim of 20x-70x
• Source available, we could port to OpenCL

HADOOP
• MapReduce is a major piece of Hadoop
• http://ieeexplore.ieee.org/xpl/articleDetails.jsp?
reload=true&arnumber=6227786
• Measured 1.6-2x improvement
• Used jocl (java bindings for OpenCL)
• Source?

PIGLIT
• Mesa test suite
• Includes a number of OpenCL tests
• Should be fairly straight forward to add to LAVA
• Linux
• Android

GRAND CENTRAL
• libdispatch - open source
• http://libdispatch.macosforge.org
• Can go hand in hand with OpenCL
• Needs llvm, libkqueue, blocks runtime

MORE?

More Related Content

Viewers also liked

Android Optimization: Myth and Reality

Android Optimization: Myth and Reality

Android Optimization: Myth and Reality

National Cheng Kung University

LCU13: GPGPU on ARM Experience Report

LCU13: GPGPU on ARM Experience Report

LCU13: GPGPU on ARM Experience Report

Snapdragon SoC and ARMv7 Architecture

Snapdragon SoC and ARMv7 Architecture

Snapdragon SoC and ARMv7 Architecture

Qualcomm SnapDragon 800 Mobile Device

Qualcomm SnapDragon 800 Mobile Device

Qualcomm SnapDragon 800 Mobile Device

Snapdragon Processor

Snapdragon Processor

Snapdragon Processor

OpenCV for Embedded: Lessons Learned

OpenCV for Embedded: Lessons Learned

OpenCV for Embedded: Lessons Learned

ARM architcture

ARM architcture

ARM architcture

Smartphones architecture is generally different from common desktop architectures. It is limited by power, size and cost of manufacturing with the goal to provide the best experience for users in a minimum cost. Stemming from this fact, modern micro-processors are designed with an architecture that has three main components: an application processor that executes the end user’s applications, a modem responding to baseband radio activities, and peripheral devices for interacting with the end user. Parallelism Multicores: The Cortex A7 MPCore processor implements the ARMv7-A architecture. The Cortex A7 MPCore processor has one to four processors in a single multi-processor device. The following figure shows an example configuration with four processors [3]. In this paper, we are discussing the architecture of the application processor of Apple iPhone. Specifically, Apple iPhone uses ARM Cortex generation of processors as their core. The following sections discusses this architecture in terms of Instruction Set Architecture, Memory Hierarchy and Parallelism.

iPhone Architecture - Review

iPhone Architecture - Review

iPhone Architecture - Review

Abdelrahman Hosny

12 Cooling Load Calculations

12 Cooling Load Calculations

12 Cooling Load Calculations

Viewers also liked (9)

Android Optimization: Myth and Reality

Android Optimization: Myth and Reality

Android Optimization: Myth and Reality

LCU13: GPGPU on ARM Experience Report

LCU13: GPGPU on ARM Experience Report

LCU13: GPGPU on ARM Experience Report

Snapdragon SoC and ARMv7 Architecture

Snapdragon SoC and ARMv7 Architecture

Snapdragon SoC and ARMv7 Architecture

Qualcomm SnapDragon 800 Mobile Device

Qualcomm SnapDragon 800 Mobile Device

Qualcomm SnapDragon 800 Mobile Device

Snapdragon Processor

Snapdragon Processor

Snapdragon Processor

OpenCV for Embedded: Lessons Learned

OpenCV for Embedded: Lessons Learned

OpenCV for Embedded: Lessons Learned

ARM architcture

ARM architcture

ARM architcture

iPhone Architecture - Review

iPhone Architecture - Review

iPhone Architecture - Review

12 Cooling Load Calculations

12 Cooling Load Calculations

12 Cooling Load Calculations

More from Linaro

Short The growing amount of data captured by sensors and the real time constraints imply that not only big data analytics but also Machine Learning (ML) inference shall be executed at the edge. The multiple options for neural network acceleration in Arm-based platforms provide an unprecedented opportunity for new intelligent devices. It also raises the risk of fragmentation and duplication of efforts when multiple frameworks shall support multiple accelerators. Andrea Gallo, Linaro VP of Segment Groups, will summarise the existing NN frameworks, accelerator solutions, and will describe the efforts underway in the Arm ecosystem. Abstract The dramatically growing amount of data captured by sensors and the ever more stringent requirements for latency and real time constraints are paving the way for edge computing, and this implies that not only big data analytics but also Machine Learning (ML) inference shall be executed at the edge. The multiple options for neural network acceleration in recent Arm-based platforms provides an unprecedented opportunity for new intelligent devices with ML inference. It also raises the risk of fragmentation and duplication of efforts when multiple frameworks shall support multiple accelerators. Andrea Gallo, Linaro VP of Segment Groups, will summarise the existing NN frameworks, model description formats, accelerator solutions, low cost development boards and will describe the efforts underway to identify the best technologies to improve the consolidation and enable the competitive innovative advantage from all vendors. Audience The session will be useful for executives to engineers. Executives will gain a deeper understanding of the issues and opportunities. Engineers at NN acceleration IP design houses will take away ideas for how to collaborate in the open source community on their area of expertise, how to evaluate the performance and accelerate multiple NN frameworks without modifying them for each new IP, whether it be targeting edge computing gateways, smart devices or simple microcontrollers. Benefits to the Ecosystem The AI deep learning neural network ecosystem is starting just now and it has similar implications with open source as GPU and video accelerators had in the early days with user space drivers, binary blobs, proprietary APIs and all possible ways to protect their IPs. The session will outline a proposal for a collaborative ecosystem effort to create a common framework to manage multiple NN accelerators while at the same time avoiding to modify deep learning frameworks with multiple forks.

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Talk Title: Huawei’s requirements for the ARM based HPC solution readiness Talk Abstract: A high level review of a wide range of requirements to architect an ARM based competitive HPC solution is provided. The review combines both Industry and Huawei’s unique views with the intend to communicate openly not only the alignment and support in ongoing efforts carried over by other ARM key players but to brief on the areas of differentiation that Huawei is investing towards the research, development and deployment of homegrown ARM based HPC solution(s). Speaker: Joshua Mora Speaker Bio: 20 years of experience in research and development of both software and hardware for high performance computing. Currently leading the architecture definition and development of ARM based HPC solutions, both hardware and software, all the way to the applications (ie. turnkey HPC solutions for different compute intensive markets where ARM will succeed !!).

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

“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

Speaker: Pavel Shamis Company: Arm Speaker Bio: "Pavel is a Principal Research Engineer at ARM with over 16 years of experience in development HPC solutions. His work is focused on co-design software and hardware building blocks for high-performance interconnect technologies, development communication middleware and novel programming models. Prior to joining ARM, he spent five years at Oak Ridge National Laboratory (ORNL) as a research scientist at Computer Science and Math Division (CSMD). In this role, Pavel was responsible for research and development multiple projects in high-performance communication domain including: Collective Communication Offload (CORE-Direct & Cheetah), OpenSHMEM, and OpenUCX. Before joining ORNL, Pavel spent ten years at Mellanox Technologies, where he led Mellanox HPC team and was one of the key driver in enablement Mellanox HPC software stack, including OFA software stack, OpenMPI, MVAPICH, OpenSHMEM, and other. Pavel is a recipient of prestigious R&D100 award for his contribution in development of the CORE-Direct collective offload technology and he published in excess of 20 research papers. " Talk Title: HPC network stack on ARM Talk Abstract: Applications, programming languages, and libraries that leverage sophisticated network hardware capabilities have a natural advantage when used in today¹s and tomorrow's high-performance and data center computer environments. Modern RDMA based network interconnects provides incredibly rich functionality (RDMA, Atomics, OS-bypass, etc.) that enable low-latency and high-bandwidth communication services. The functionality is supported by a variety of interconnect technologies such as InfiniBand, RoCE, iWARP, Intel OPA, Cray¹s Aries/Gemini, and others. Over the last decade, the HPC community has developed variety user/kernel level protocols and libraries that enable a variety of high-performance applications over RDMA interconnects including MPI, SHMEM, UPC, etc. With the emerging availability HPC solutions based on ARM CPU architecture it is important to understand how ARM integrates with the RDMA hardware and HPC network software stack. In this talk, we will overview ARM architecture and system software stack, including MPI runtimes, OpenSHMEM, and OpenUCX.

HPC network stack on ARM - Linaro HPC Workshop 2018

HPC network stack on ARM - Linaro HPC Workshop 2018

HPC network stack on ARM - Linaro HPC Workshop 2018

Speaker: Jay Kruemcke Speaker Company: SUSE Bio: "Jay is responsible for the SUSE Linux server products for High Performance Computing, 64-bit ARM systems, and SUSE Linux for IBM Power servers. Jay has built an extensive career in product management including using social media for client collaboration, product positioning, driving future product directions, and evangelizing the capabilities and future directions for dozens of enterprise products. " Talk Title: It just keeps getting better - SUSE enablement for Arm Talk Abstract: SUSE has been delivering commercial Linux support for Arm based servers since 2016. Initially the focus was on high end servers for HPC and Ceph based software defined storage. But we have enabled a number of other Arm SoCs and are even supporting the Raspberry Pi. This session will cover the SUSE products that are available for the Arm platform and view to the future.

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

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 ...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Santa Clara 2018 Bio: "Yutaka Ishikawa is the project leader of developing the post K supercomputer. From 1987 to 2001, he was a member of AIST (former Electrotechnical Laboratory), METI. From 1993 to 2001, he was the chief of Parallel and Distributed System Software Laboratory at Real World Computing Partnership. He led development of cluster system software called SCore, which was used in several large PC cluster systems around 2004. From 2002 to 2014, he was a professor at the University Tokyo. He led a project to design a commodity-based supercomputer called T2K open supercomputer. As a result, three universities, Tsukuba, Tokyo, and Kyoto, obtained each supercomputer based on the specification in 2008. He was also involved with the design of the Oakleaf-PACS, the successor of T2K supercomputer in both Tsukuba and Tokyo, whose peak performance is 25PF." Session Title: Post-K and Arm HPC Ecosystem Session Description: "Post-K, a flagship supercomputer in Japan, is being developed by Riken and Fujitsu. It will be the first supercomputer with Armv8-A+SVE. This talk will give an overview of Post-K and how RIKEN and Fujitsu are currently working on software stack for an Arm architecture."

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Event: Arm Architecture HPC Workshop by Linaro and HiSilicon Location: Santa Clara, CA Speaker: Andrew J Younge Talk Title: Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Supercomputing Talk Desc: The Vanguard program looks to expand the potential technology choices for leadership-class High Performance Computing (HPC) platforms, not only for the National Nuclear Security Administration (NNSA) but for the Department of Energy (DOE) and wider HPC community. Specifically, there is a need to expand the supercomputing ecosystem by investing and developing emerging, yet-to-be-proven technologies and address both hardware and software challenges together, as well as to prove-out the viability of such novel platforms for production HPC workloads. The first deployment of the Vanguard program will be Astra, a prototype Petascale Arm supercomputer to be sited at Sandia National Laboratories during 2018. This talk will focus on the arthictecural details of Astra and the significant investments being made towards the maturing the Arm software ecosystem. Furthermore, we will share initial performance results based on our pre-general availability testbed system and outline several planned research activities for the machine. Bio: Andrew Younge is a R&D Computer Scientist at Sandia National Laboratories with the Scalable System Software group. His research interests include Cloud Computing, Virtualization, Distributed Systems, and energy efficient computing. Andrew has a Ph.D in Computer Science from Indiana University, where he was the Persistent Systems fellow and a member of the FutureGrid project, an NSF-funded experimental cyberinfrastructure test-bed. Over the years, Andrew has held visiting positions at the MITRE Corporation, the University of Southern California / Information Sciences Institute, and the University of Maryland, College Park. He received his Bachelors and Masters of Science from the Computer Science Department at Rochester Institute of Technology (RIT) in 2008 and 2010, respectively.

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

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: HKG18-100K1 Session Name: HKG18-100K1 - George Grey: Opening Keynote Speaker: George Grey Track: Keynote ★ Session Summary ★ --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-100k1/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-100k1.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-100k1.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

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

"Session ID: HKG18-318 Session Name: HKG18-318 - OpenAMP Workshop Speaker: Wendy Liang Track: Ecosystem Day ★ Session Summary ★ --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-318/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-318.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-318.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"

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

"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: HKG18-115 Session Name: HKG18-115 - Partitioning ARM Systems with the Jailhouse Hypervisor Speaker: Jan Kiszka Track: Security ★ Session Summary ★ The open source hypervisor Jailhouse provides hard partitioning of multicore systems to co-locate multiple Linux or RTOS instances side by side. It aims at low complexity and minimal footprint to achieve deterministic behavior and enable certifications according to safety or security standards. In this session, we would like to look at the ARM-specific status of Jailhouse and discuss applications, to-dos and possible collaborations around it with the ARM community. The session is intended to be half presentation, half Q&A / discussion. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-115/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-115.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-115.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: 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- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

"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

More from Linaro (20)

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora

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

HPC network stack on ARM - Linaro HPC Workshop 2018

HPC network stack on ARM - Linaro HPC Workshop 2018

HPC network stack on ARM - Linaro HPC Workshop 2018

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...

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 ...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Yutaka Ishikawa - Post-K and Arm HPC Ecosystem - Linaro Arm HPC Workshop Sant...

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

Andrew J Younge - Vanguard Astra - Petascale Arm Platform for U.S. DOE/ASC Su...

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

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

HKG18-100K1 - George Grey: Opening Keynote

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

HKG18-318 - OpenAMP Workshop

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- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18- 115 - Partitioning ARM Systems with the Jailhouse Hypervisor

HKG18-TR08 - Upstreaming SVE in QEMU

HKG18-TR08 - Upstreaming SVE in QEMU

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

Recently uploaded

Explore the core of Salesforce success in 'Salesforce Adoption – Metrics, Methods, and Motivation.' We will discuss essential metrics, effective methods to drive adoption, and the driving force behind user engagement and explore strategies for onboarding, training, and continuous support that empower users to navigate the platform seamlessly. By leveraging these tools, you can effectively measure adoption against your company’s goals and create an environment where users not only adopt Salesforce but actively contribute to its ongoing success.

Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom

Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom

Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom

This presentation focuses on the challenges and strategies of connecting problem definitions within product development. Key Points Covered: - Kayak's mission since its inception in 2004 to simplify travel by enabling easy comparisons of flights through technological solutions. - Discussion of the complexities within the travel industry, including the high expectations for personalized user experiences and the various stakeholder influences. - Emphasis on the necessity of maintaining agility and innovation within a mature company through continuous reassessment of processes. - An explanation of the importance of disciplined problem definition to prevent project failures and team inefficiencies. - Introduction of strategies for effective communication across teams to ensure alignment and comprehension at all levels of project development. - Exploration of various problem-solving methodologies, including how to handle conflicts within team settings regarding problem definitions and project directions.

Connecting the Dots in Product Design at KAYAK

Connecting the Dots in Product Design at KAYAK

Connecting the Dots in Product Design at KAYAK

Already know how to write a basic SOQL query? Great! But what about an *aggregate* SOQL query? You know, the kind that uses aggregate functions like COUNT & MAX along with GROUP BY and HAVING clauses? No? Well, get ready to learn how to slice & dice your org’s data right inside your own dev console. From finding duplicate records to prototyping summary & matrix reports, learn the ins and outs of aggregate queries during this fast-paced but admin-friendly session on advanced SOQL concepts.

SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...

SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...

SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...

IoT Analytics Company Presentation May 2024

IoT Analytics Company Presentation May 2024

IoT Analytics Company Presentation May 2024

IESVE for Early Stage Design and Planning

IESVE for Early Stage Design and Planning

IESVE for Early Stage Design and Planning

IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx

IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx

IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx

Simplified FDO Manufacturing Flow with TPMs _ Liam at Infineon.pdf

Simplified FDO Manufacturing Flow with TPMs _ Liam at Infineon.pdf

Simplified FDO Manufacturing Flow with TPMs _ Liam at Infineon.pdf

ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...

ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...

ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...

The Epson EcoTank L3210 is a high-performance and cost-efficient printer designed to meet the printing needs of both home users and small businesses. Equipped with Epson’s revolutionary EcoTank ink tank system, the Epson eliminates the need for traditional ink cartridges, thereby significantly reducing printing costs and plastic waste. With its PrecisionCore technology, this printer delivers sharp, vibrant prints for both documents and photos. Its user-friendly design ensures easy setup and operation, while its compact form factor saves valuable desk space. Whether it’s everyday printing jobs or creative projects, the Epson EcoTank L3210 provides a reliable and eco-friendly printing solution.

Buy Epson EcoTank L3210 Colour Printer Online.pdf

Buy Epson EcoTank L3210 Colour Printer Online.pdf

Buy Epson EcoTank L3210 Colour Printer Online.pdf

EasyPrinterHelp

Intro in Product Management - Коротко про професію продакт менеджера

Intro in Product Management - Коротко про професію продакт менеджера

Intro in Product Management - Коротко про професію продакт менеджера

The presentation underscores the strategic advantage of treating design systems not just as technical assets but as vital business components that require thoughtful management, robust planning, and strategic alignment with organizational goals. Key Points Covered: - Understanding Design Systems as Business Entities: Conceptualizing design systems as internal business entities can streamline their integration and evolution within a company. - Adoption and Expansion: Elaborating on the importance of tactical adoption across organizational structures, enhancing product suites to cater to user needs and broadening scope to mobile and content authoring solutions. - Data-Driven Development: Utilizing data insights for component development ensures that resources are allocated to create valuable, widely used features. - Financial Modeling for Design Systems: Developing sustainable funding models is crucial for long-term support and success of design systems. - Promoting Internal Buy-In: Stressing on strategies for promoting design systems within the organization to increase engagement and investment from internal stakeholders.

A Business-Centric Approach to Design System Strategy

A Business-Centric Approach to Design System Strategy

A Business-Centric Approach to Design System Strategy

Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf

Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf

Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf

Discover the top Symfony development companies that excel in creating robust and scalable web applications. Our latest blog highlights the best firms specializing in Symfony, known for their expertise in delivering high-performance solutions. Whether you’re looking to start a new project or enhance an existing one, these companies offer the skills and experience needed to bring your vision to life. Read more to find your perfect Symfony development partner.

Top 10 Symfony Development Companies 2024

Top 10 Symfony Development Companies 2024

Top 10 Symfony Development Companies 2024

Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...

Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...

Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...

Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...

Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...

Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...

Ever caught yourself nodding along when someone mentions "delivering value" in Agile, but secretly wondering what the heck they actually mean? You're not alone! Join us for an eye-opening session where we'll strip away the buzzwords and dive into the heart of Agile—value delivery. But what is "value"? Is it a mythical unicorn in the world of software development, or is there more to this overused term? This isn't going to be a sit-and-get lecture. We're talking about a face-to-face, interactive meetup where YOU play a crucial role. Come along to: Define It: What does "value" really mean? We’ll build a definition that’s not just words, but a compass for your Agile journey. Contextualise It: Discover what value means specifically to you, your team, your company, and your industry. Because one size does not fit all. Deliver It: Share strategies and gather new ones for uncovering and delivering true value—no more shooting in the dark!

Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx

Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx

Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx

The standard Salesforce Approval process can be limiting in many ways, especially in complex scenarios. What if there was a way to implement very flexible approvals where one can use Apex code to make data updates in unrelated records, dynamically generate next steps details, and compute assignees on the fly? And still use UI-based configurations to implement concrete approval processes. In this session, we will share ideas behind such a solution and show a few lines of code to get you started.

Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder

Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder

Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder

Welcome to UiPath Test Automation using UiPath Test Suite series part 2. In this session, we will cover API test automation along with a web automation demo. Topics covered: Test Automation introduction API Example of API automation Web automation demonstration Speaker Pathrudu Chintakayala, Associate Technical Architect @Yash and UiPath MVP Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP

UiPath Test Automation using UiPath Test Suite series, part 2

UiPath Test Automation using UiPath Test Suite series, part 2

UiPath Test Automation using UiPath Test Suite series, part 2

The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf

The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf

The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf

You’ve heard good data matters in Machine Learning, but does it matter for Generative AI applications? Corporate data often differs significantly from the general Internet data used to train most foundation models. Join me for a demo on building an open source RAG (Retrieval Augmented Generation) stack using Milvus vector database for Retrieval, LangChain, Llama 3 with Ollama, Ragas RAG Eval, and optional Zilliz cloud, OpenAI.

Introduction to Open Source RAG and RAG Evaluation

Introduction to Open Source RAG and RAG Evaluation

Introduction to Open Source RAG and RAG Evaluation

Recently uploaded (20)

Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom

Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom

Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom

Connecting the Dots in Product Design at KAYAK

Connecting the Dots in Product Design at KAYAK

Connecting the Dots in Product Design at KAYAK

SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...

SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...

SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...

IoT Analytics Company Presentation May 2024

IoT Analytics Company Presentation May 2024

IoT Analytics Company Presentation May 2024

IESVE for Early Stage Design and Planning

IESVE for Early Stage Design and Planning

IESVE for Early Stage Design and Planning

IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx

IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx

IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx

Simplified FDO Manufacturing Flow with TPMs _ Liam at Infineon.pdf

Simplified FDO Manufacturing Flow with TPMs _ Liam at Infineon.pdf

Simplified FDO Manufacturing Flow with TPMs _ Liam at Infineon.pdf

ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...

ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...

ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...

Buy Epson EcoTank L3210 Colour Printer Online.pdf

Buy Epson EcoTank L3210 Colour Printer Online.pdf

Buy Epson EcoTank L3210 Colour Printer Online.pdf

Intro in Product Management - Коротко про професію продакт менеджера

Intro in Product Management - Коротко про професію продакт менеджера

Intro in Product Management - Коротко про професію продакт менеджера

A Business-Centric Approach to Design System Strategy

A Business-Centric Approach to Design System Strategy

A Business-Centric Approach to Design System Strategy

Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf

Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf

Introduction to FDO and How It works Applications _ Richard at FIDO Alliance.pdf

Top 10 Symfony Development Companies 2024

Top 10 Symfony Development Companies 2024

Top 10 Symfony Development Companies 2024

Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...

Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...

Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...

Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...

Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...

Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...

Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx

Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx

Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx

Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder

Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder

Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder

UiPath Test Automation using UiPath Test Suite series, part 2

UiPath Test Automation using UiPath Test Suite series, part 2

UiPath Test Automation using UiPath Test Suite series, part 2

The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf

The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf

The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf

Introduction to Open Source RAG and RAG Evaluation

Introduction to Open Source RAG and RAG Evaluation

Introduction to Open Source RAG and RAG Evaluation

LCA13: Exploiting ARM GPU resources in Open Source Software

1. GPGPU ON ARM Tom Gall tom.gall@linaro.org

2. SESSION GOALS • What activity should Linaro pursue? • What open source projects should we work with?

3. BOUNDARIES • Lets not do any PHD dissertations • Output must be open source • Optimized stack should of course advance member goals

4. PARALLEL COMPUTING Granularity • NEON Grid OpenStack MPI/OpenMPI OpenMP/pthreads Multi-machine Single machine

5. OPEN CL • Originally proposed by Apple • API for using your resources including the GPU as a general purpose power house • Khronos standard (holders of OpenGL) • Open Compute Language • ANSI-C99 w additions • Open = anyone can implement

6. HSA • Heterogeneous System Architecture • hsafoundation.com • HSA standards out for review • A better OpenCL • Better debug, HSAIL

7. QUALITIES IN A CANDIDATE • Task parallelism • Break up task over threads • Data parallelism • Same operation over lots of data • Big wins for computationally signiﬁcant data parallel algs • Bad • Lots of pointer chasing • Calculations that require lots of communication or result dependent

8. PROJECTS • Libjpeg vs libjpeg turbo • SQLite • Hadoop - map reduce • HipHop?

9. LIBJPEG • Software, NEON, OpenCL comparison possible • Android & Linux • code.google.com/p/jpeg-opencl/source/checkout

10. SQLITE • Cuda (nVidia only) • Implemented subset of SQLite vm on gpu • Pbbakkum.com/db • Claim of 20x-70x • Source available, we could port to OpenCL

11. HADOOP • MapReduce is a major piece of Hadoop • http://ieeexplore.ieee.org/xpl/articleDetails.jsp? reload=true&arnumber=6227786 • Measured 1.6-2x improvement • Used jocl (java bindings for OpenCL) • Source?

12. PIGLIT • Mesa test suite • Includes a number of OpenCL tests • Should be fairly straight forward to add to LAVA • Linux • Android

13. GRAND CENTRAL • libdispatch - open source • http://libdispatch.macosforge.org • Can go hand in hand with OpenCL • Needs llvm, libkqueue, blocks runtime