Accelerating intelligence at the edge for embedded and IoT applications

Size: px
Start display at page:

Download "Accelerating intelligence at the edge for embedded and IoT applications"

Transcription

1 Accelerating intelligence at the edge for embedded and IoT applications Arm Tech Symposia 2017

2 Agenda The emergence of intelligence at the edge Requirements for intelligent edge computing IP and technologies needed to succeed 2

3 Deployment of IoT systems is increasing 20.4 Billion *Source: Internet of Things - Endpoints and Associated Services, Worldwide, 2016 **Source: Data Age 2025, IDC

4 Turning large amounts of data into actionable insights Training / Learning Inference (e.g. surveillance cameras) Action 4 Cloud computing Challenges faced by cloud computing Real time / latency Autonomy Cloud Bandwidth computing / Cost Security Privacy

5 Turning large amounts of data into actionable insights Training / Learning Inference (e.g. surveillance cameras) Action 5 Cloud computing Cloud computing Challenges faced by cloud computing Real time / latency Autonomy Bandwidth / Cost Security Privacy

6 Edge computing Elements of cloud computing Data centers On premise Elements of edge computing Fog Network Gateways Routers >75% of wireless device installed base require gateways to connect Source: 2017 IHS data - Industrial IoT Segment By 2020, 90% of Internet of Things (IoT) projects will utilize an IoT gateway Gartner, Explore the Roles of IoT Gateways in Five Edge Use Cases, 16 June 2017 Actuators / Control Devices Sensors 6

7 Requirements for intelligent edge computing

8 Requirements for intelligent edge computing Secure Real time Bandwidth Privacy Cloud Sensor Actuator Local Smart Gateway Global Base Station Server Requirements Low power Cognitive processing Scalable Security Device management Cloud 8

9 Requirements for intelligent edge computing (2) Low power Cognitive processing Scalable Security Device management Cloud Energy efficient, always-on, fanless gateway device Machine learning (ML) and Artificial Intelligence (AI) Performance, bandwidth and connected devices Common security foundation, global standardisation Device provisioning, management, firmware updates Local storage, authentication, integrity 9

10 IP and technologies to succeed at the edge

11 Arm DynamIQ technology Rearchitecting the compute experience Designed from the ground up for AI Closely-coupled accelerators More intelligent systems Low power Cognitive processing Scalable Security Device management Cloud 11

12 Indicative Power Highly scalable, low power, 64-bit computing Higher processing Storage Networking Processing Networking Plugged in Unplugged Low power Cognitive processing Scalable Security Device management Cloud 12

13 Relative Performance NEON with embedded Machine Learning capabilities Relative Machine Learning performance Series1 Series2 Low power Cognitive processing Scalable Security Device management Cloud 13 Graphs show relative performance of hand-optimized SGEMM code

14 Closely-coupled accelerators and sensors Reads and writes into the CPU cache memory Enhanced capabilities for low latency, closely coupled accelerators Critical data stays on-chip, always secure DynamIQ cluster PP ACP (1) Configure registers for task (2) Fetches data from CPU memory (4) Writes result into CPU memory Accelerator (3) Carries out acceleration Low power Cognitive processing Scalable Security Device management Cloud 14

15 Single architecture, scalable from one end to the next Sensor Gateway Networking Data Center Single core Up to Eight (8) CPUs Up to 256 CPUs Up to 1000s of CPUs Low power Cognitive processing Scalable Security Device management Cloud 15

16 API gateways TrustZone security foundation for Cortex-A processors Trusted environment (secure) Flash programming Secure storage (certificates) Normal applications (Non-secure) App Middleware Authentication & provisioning Secure boot Secure storage (certificates) Health check App App App RTOS Hardware Low power Cognitive processing Scalable Security Device management Cloud 16

17 Gateway management with Mbed Cloud Edge Mbed Cloud Gateway device type in cloud device registration Mbed Cloud Edge core Gateway to proxy for protocol Gateway endpoint device Legacy protocol translator & control Manage and controls legacy devices connected Firmware update Update Mbed Cloud firmware Mbed Cloud Edge core Sensors Mbed Cloud Mbed Cloud Edge software components Legacy protocol translator & control Firmware update Low power Cognitive processing Scalable Security Device management Cloud 17

18 Enabling the growth of intelligence at the edge Demand for intelligent computing is naturally moving towards the edge Requires highly efficient, secure, scalable, intelligent computing that is inexpensive Arm provides a full breadth of IP and technologies to meet these requirements 18

19 Thank You! Danke! Merci! 谢谢! ありがとう! Gracias! Kiitos! 19

20 The Arm trademarks featured in this presentation are registered trademarks or trademarks of Arm Limited (or its subsidiaries) in the US and/or elsewhere. All rights reserved. All other marks featured may be trademarks of their respective owners. 20

Beyond TrustZone PSA Reed Hinkel Senior Manager Embedded Security Market Development

Beyond TrustZone PSA Reed Hinkel Senior Manager Embedded Security Market Development Beyond TrustZone PSA Reed Hinkel Senior Manager Embedded Security Market Development Part1 - PSA Tech Seminars 2017 Agenda Platform Security Architecture Architecture overview Trusted Firmware-M IoT Threat

More information

The Changing Face of Edge Compute

The Changing Face of Edge Compute The Changing Face of Edge Compute 2018 Arm Limited Alvin Yang Nov 2018 Market trends acceleration of technology deployment 26 years 4 years 100 billion chips shipped 100 billion chips shipped 1 Trillion

More information

A Developer's Guide to Security on Cortex-M based MCUs

A Developer's Guide to Security on Cortex-M based MCUs A Developer's Guide to Security on Cortex-M based MCUs 2018 Arm Limited Nazir S Arm Tech Symposia India Agenda Why do we need security? Types of attacks and security assessments Introduction to TrustZone

More information

Arm Mbed Edge. Shiv Ramamurthi Arm. Arm Tech Symposia Arm Limited

Arm Mbed Edge. Shiv Ramamurthi Arm. Arm Tech Symposia Arm Limited Arm Mbed Edge Shiv Ramamurthi Arm Arm Tech Symposia 2017 IoT increasing efficiency, yield, and convenience Commercial buildings Better energy & space utilization Precision farming and connected sites Increased

More information

Building firmware update: The devil is in the details

Building firmware update: The devil is in the details Building firmware update: The devil is in the details Atsushi Haruta, IoT Services Group, Arm Arm Tech Symposia Japan 2017 Arm Mbed: Secure device management Application Cloud Mbed Cloud Secure, scalable,

More information

Comprehensive Arm Solutions for Innovative Machine Learning (ML) and Computer Vision (CV) Applications

Comprehensive Arm Solutions for Innovative Machine Learning (ML) and Computer Vision (CV) Applications Comprehensive Arm Solutions for Innovative Machine Learning (ML) and Computer Vision (CV) Applications Helena Zheng ML Group, Arm Arm Technical Symposia 2017, Taipei Machine Learning is a Subset of Artificial

More information

A Secure and Connected Intelligent Future. Ian Smythe Senior Director Marketing, Client Business Arm Tech Symposia 2017

A Secure and Connected Intelligent Future. Ian Smythe Senior Director Marketing, Client Business Arm Tech Symposia 2017 A Secure and Connected Intelligent Future 1 2017 Arm Copyright Limited Arm 2017 Ian Smythe Senior Director Marketing, Client Business Arm Tech Symposia 2017 Arm: The Industry s Architecture of Choice 50

More information

Advanced IP solutions enabling the autonomous driving revolution

Advanced IP solutions enabling the autonomous driving revolution Advanced IP solutions enabling the autonomous driving revolution Chris Turner Director, Emerging Technology & Strategy, Embedded & Automotive Arm Shanghai, Beijing, Shenzhen Arm Tech Symposia 2017 Agenda

More information

2017 Arm Limited. How to design an IoT SoC and get Arm CPU IP for no upfront license fee

2017 Arm Limited. How to design an IoT SoC and get Arm CPU IP for no upfront license fee 2017 Arm Limited How to design an IoT SoC and get Arm CPU IP for no upfront license fee An enhanced Arm DesignStart Building on a strong foundation Successfully used by 1000s of designers, researchers

More information

Cortex-A75 and Cortex-A55 DynamIQ processors Powering applications from mobile to autonomous driving

Cortex-A75 and Cortex-A55 DynamIQ processors Powering applications from mobile to autonomous driving Cortex-A75 and Cortex- DynamIQ processors Powering applications from mobile to autonomous driving Lionel Belnet Sr. Product Manager Arm Arm Tech Symposia 2017 Agenda Market growth and trends DynamIQ technology

More information

Arm Mbed Edge. Nick Zhou Senior Technical Account Manager. Arm Tech Symposia Arm Limited

Arm Mbed Edge. Nick Zhou Senior Technical Account Manager. Arm Tech Symposia Arm Limited Arm Mbed Edge Nick Zhou Senior Technical Account Manager Arm Tech Symposia 2017 IoT increasing efficiency, yield, and convenience Commercial buildings Better energy & space utilization Precision farming

More information

Implementing debug. and trace access. through functional I/O. Alvin Yang Staff FAE. Arm Tech Symposia Arm Limited

Implementing debug. and trace access. through functional I/O. Alvin Yang Staff FAE. Arm Tech Symposia Arm Limited Implementing debug and trace access through functional I/O Alvin Yang Staff FAE Arm Tech Symposia 2017 Agenda Debug and trace access limitations A new approach Protocol based Bare metal vs mission mode

More information

WAVE ONE MAINFRAME WAVE THREE INTERNET WAVE FOUR MOBILE & CLOUD WAVE TWO PERSONAL COMPUTING & SOFTWARE Arm Limited

WAVE ONE MAINFRAME WAVE THREE INTERNET WAVE FOUR MOBILE & CLOUD WAVE TWO PERSONAL COMPUTING & SOFTWARE Arm Limited WAVE ONE MAINFRAME WAVE THREE INTERNET WAVE FOUR MOBILE & CLOUD WAVE TWO PERSONAL COMPUTING & SOFTWARE Artificial Intelligence Fifth wave Data-driven computing era IoT Generating data 5G 5G Transporting

More information

New Approaches to Connected Device Security

New Approaches to Connected Device Security New Approaches to Connected Device Security Erik Jacobson Architecture Marketing Director Arm Arm Techcon 2017 - If you connect it to the Internet, someone will try to hack it. - If what you put on the

More information

Cortex-A75 and Cortex-A55 DynamIQ processors Powering applications from mobile to autonomous driving

Cortex-A75 and Cortex-A55 DynamIQ processors Powering applications from mobile to autonomous driving Cortex-A75 and Cortex-A55 DynamIQ processors Powering applications from mobile to autonomous driving Stefan Rosinger Director, Product Management Arm Arm TechCon 2017 Agenda Market growth and trends DynamIQ

More information

Connect your IoT device: Bluetooth 5, , NB-IoT

Connect your IoT device: Bluetooth 5, , NB-IoT Connect your IoT device: Bluetooth 5, 802.15.4, NB-IoT Prithi Ramakrishnan Arm TechTalk 2017 IoT connectivity technologies Multiple standards, different applications Throughput Unlicensed >100Mbps Wi-Fi

More information

Connect Your IoT Device: Bluetooth 5, , NB-IoT

Connect Your IoT Device: Bluetooth 5, , NB-IoT Connect Your IoT Device: Bluetooth 5, 802.15.4, NB-IoT Craig Tou Business Development Manager, Arm Arm Tech Symposia 2017, Taipei IoT Devices - Everything Connects New classes of connectivity for a new

More information

Bringing Intelligence to Enterprise Storage Drives

Bringing Intelligence to Enterprise Storage Drives Bringing Intelligence to Enterprise Storage Drives Neil Werdmuller Director Storage Solutions Arm Santa Clara, CA 1 Who am I? 28 years experience in embedded Lead the storage solutions team Work closely

More information

DynamIQ Processor Designs Using Cortex-A75 & Cortex-A55 for 5G Networks

DynamIQ Processor Designs Using Cortex-A75 & Cortex-A55 for 5G Networks DynamIQ Processor Designs Using Cortex-A75 & Cortex-A55 for 5G Networks Jeff Maguire Senior Product Manager Infrastructure IP Product Management Arm 2017 Arm Limited Arm Tech Symposia 2017 Agenda 5G networks

More information

Compute solutions for mass deployment of autonomy

Compute solutions for mass deployment of autonomy Compute solutions for mass deployment of autonomy Rod Watt Director of Vehicle Architecture and System Analysis Introduction 2 From inception to now 1990 Joint venture between Acorn Computers and Apple.

More information

Beyond TrustZone Security Enclaves Reed Hinkel Senior Manager Embedded Security Market Develop

Beyond TrustZone Security Enclaves Reed Hinkel Senior Manager Embedded Security Market Develop Beyond TrustZone Security Enclaves Reed Hinkel Senior Manager Embedded Security Market Develop Part2 Security Enclaves Tech Seminars 2017 Agenda New security technology for IoT Security Enclaves CryptoIsland

More information

Beyond TrustZone PSA. Rob Coombs Security Director. Part1 - PSA Tech Seminars Arm Limited

Beyond TrustZone PSA. Rob Coombs Security Director. Part1 - PSA Tech Seminars Arm Limited Beyond TrustZone PSA Rob Coombs Security Director Part1 - PSA Tech Seminars 2017 Agenda Platform Security Architecture Architecture overview Trusted Firmware-M IoT Threat models & security analyses Summary

More information

DynamIQ Processor Designs Using Cortex-A75 & Cortex- A55 for 5G Networks

DynamIQ Processor Designs Using Cortex-A75 & Cortex- A55 for 5G Networks DynamIQ Processor Designs Using Cortex-A75 & Cortex- A55 for 5G Networks 2017 Arm Limited David Koenen Sr. Product Manager, Arm Arm Tech Symposia 2017, Taipei Agenda 5G networks Ecosystem software to support

More information

Arm s Latest CPU for Laptop-Class Performance

Arm s Latest CPU for Laptop-Class Performance Arm s Latest CPU for Laptop-Class Performance 2018 Arm Limited Aditya Bedi Arm Tech Symposia India Untethered. Connected. Immersive. Innovation continues to drive growth and performance demands on our

More information

CCIX: a new coherent multichip interconnect for accelerated use cases

CCIX: a new coherent multichip interconnect for accelerated use cases : a new coherent multichip interconnect for accelerated use cases Akira Shimizu Senior Manager, Operator relations Arm 2017 Arm Limited Arm 2017 Interconnects for different scale SoC interconnect. Connectivity

More information

Beyond TrustZone Part 1 - PSA

Beyond TrustZone Part 1 - PSA Beyond TrustZone Part 1 - PSA Rob Coombs Security Director, Arm Arm Tech Symposia 2017, Hsinchu Agenda Platform Security Architecture Architecture overview Trusted Firmware-M IoT Threat models & security

More information

Unleash the DSP performance of Arm Cortex processors

Unleash the DSP performance of Arm Cortex processors Unleash the DSP performance of Arm Cortex processors Arm Tech Symposia 2017 Lionel Belnet Senior Product Manager Agenda Unleash the DSP performance of Cortex processors 1 Introducing Arm Cortex technology

More information

How to Build Optimized ML Applications with Arm Software

How to Build Optimized ML Applications with Arm Software How to Build Optimized ML Applications with Arm Software Arm Technical Symposia 2018 Arm K.K. Senior FAE Ryuji Tanaka Overview Today we will talk about applied machine learning (ML) on Arm. My aim for

More information

Using Virtual Platforms To Improve Software Verification and Validation Efficiency

Using Virtual Platforms To Improve Software Verification and Validation Efficiency Using Virtual Platforms To Improve Software Verification and Validation Efficiency Odin Shen Staff FAE Arm Arm Tech Symposia Taiwan 2017 Software complexity and best practices Software Costs Increasing

More information

Maximizing heterogeneous system performance with ARM interconnect and CCIX

Maximizing heterogeneous system performance with ARM interconnect and CCIX Maximizing heterogeneous system performance with ARM interconnect and CCIX Neil Parris, Director of product marketing Systems and software group, ARM Teratec June 2017 Intelligent flexible cloud to enable

More information

ARM mbed Towards Secure, Scalable, Efficient IoT of Scale

ARM mbed Towards Secure, Scalable, Efficient IoT of Scale ARM mbed Towards Secure, Scalable, Efficient IoT of Scale Kirsi Maansaari Product Manager, ARM Copenhagen/Embedded Everywhere 2016 Faster route to secure IoT from chip to cloud Announced at ARM TechCon

More information

Arm TrustZone Armv8-M Primer

Arm TrustZone Armv8-M Primer Arm TrustZone Armv8-M Primer Odin Shen Staff FAE Arm Arm Techcon 2017 Security Security technologies review Application Level Security Designed with security in mind: authentication and encryption Privilege

More information

How to Build Optimized ML Applications with Arm Software

How to Build Optimized ML Applications with Arm Software How to Build Optimized ML Applications with Arm Software Arm Technical Symposia 2018 ML Group Overview Today we will talk about applied machine learning (ML) on Arm. My aim for today is to show you just

More information

A New Security Platform for High Performance Client SoCs

A New Security Platform for High Performance Client SoCs A New Security Platform for High Performance Client SoCs Udi Maor, Sr. Product manager, Client Line of Business October 2018 udi.maor@arm.com Agenda What are Client devices? Arm s approach to Trusted Execution

More information

Bringing Intelligence to Enterprise Storage Drives

Bringing Intelligence to Enterprise Storage Drives Bringing Intelligence to Enterprise Storage Drives Neil Werdmuller Director Storage Solutions Arm Santa Clara, CA 1 Who am I? 28 years experience in embedded Lead the storage solutions team Work closely

More information

Making progress vs strategy

Making progress vs strategy Making progress vs strategy Ian Thornton, Head of Investor Relations Arm is a subsidiary of 1 Arm update Arm refresher H1 update Increasing revenues and investments Progress vs strategy Arm in servers

More information

ARM mbed Technical Overview

ARM mbed Technical Overview ARM mbed Technical Overview Jerry Wang, FAE, ISG ARM Tech Forum Taipei July 4 th 2017 ARM mbed: Connecting chip to cloud Device software Device services Third-party cloud services IoT device application

More information

Managing & Accelerating Innovation with Open Source at the Edge

Managing & Accelerating Innovation with Open Source at the Edge Managing & Accelerating Innovation with Open Source at the Edge Bill Hunt, CTO - Dianomic Welcome! The IIoT Opportunity Resolve Complexity & Fragmentation with FogLAMP Use case: Defense Contractor Aircraft

More information

EDGE COMPUTING & IOT MAKING IT SECURE AND MANAGEABLE FRANCK ROUX MARKETING MANAGER, NXP JUNE PUBLIC

EDGE COMPUTING & IOT MAKING IT SECURE AND MANAGEABLE FRANCK ROUX MARKETING MANAGER, NXP JUNE PUBLIC EDGE COMPUTING & IOT MAKING IT SECURE AND MANAGEABLE FRANCK ROUX MARKETING MANAGER, NXP JUNE 6 2018 PUBLIC PUBLIC 2 Key concerns with IoT.. PUBLIC 3 Why Edge Computing? CLOUD Too far away Expensive connectivity

More information

ARM TrustZone for ARMv8-M for software engineers

ARM TrustZone for ARMv8-M for software engineers ARM TrustZone for ARMv8-M for software engineers Ashok Bhat Product Manager, HPC and Server tools ARM Tech Symposia India December 7th 2016 The need for security Communication protection Cryptography,

More information

The Next Steps in the Evolution of Embedded Processors

The Next Steps in the Evolution of Embedded Processors The Next Steps in the Evolution of Embedded Processors Terry Kim Staff FAE, ARM Korea ARM Tech Forum Singapore July 12 th 2017 Cortex-M Processors Serving Connected Applications Energy grid Automotive

More information

An introduction to Machine Learning silicon

An introduction to Machine Learning silicon An introduction to Machine Learning silicon November 28 2017 Insight for Technology Investors AI/ML terminology Artificial Intelligence Machine Learning Deep Learning Algorithms: CNNs, RNNs, etc. Additional

More information

Machine learning for the Internet of Things

Machine learning for the Internet of Things Machine learning for the Internet of Things Chris Shore Director of Embedded Solutions Arm 2018 Arm Limited April 2018 More Intelligence at the Edge Arm Cortex-M Expanding opportunity for the embedded

More information

ARM mbed mbed OS mbed Cloud

ARM mbed mbed OS mbed Cloud ARM mbed mbed OS mbed Cloud MWC Shanghai 2017 Connecting chip to cloud Device software Device services Third-party cloud services IoT device application mbed Cloud Update IoT cloud applications Analytics

More information

Designing Security & Trust into Connected Devices

Designing Security & Trust into Connected Devices Designing Security & Trust into Connected Devices Eric Wang Sr. Technical Marketing Manager Tech Symposia China 2015 November 2015 Agenda Introduction Security Foundations on ARM Cortex -M Security Foundations

More information

Designing Security & Trust into Connected Devices

Designing Security & Trust into Connected Devices Designing Security & Trust into Connected Devices Eric Wang Senior Technical Marketing Manager Shenzhen / ARM Tech Forum / The Ritz-Carlton June 14, 2016 Agenda Introduction Security Foundations on Cortex-A

More information

ARM instruction sets and CPUs for wide-ranging applications

ARM instruction sets and CPUs for wide-ranging applications ARM instruction sets and CPUs for wide-ranging applications Chris Turner Director, CPU technology marketing ARM Tech Forum Taipei July 4 th 2017 ARM computing is everywhere #1 shipping GPU in the world

More information

Arm crossplatform. VI-HPS platform October 16, Arm Limited

Arm crossplatform. VI-HPS platform October 16, Arm Limited Arm crossplatform tools VI-HPS platform October 16, 2018 An introduction to Arm Arm is the world's leading semiconductor intellectual property supplier We license to over 350 partners: present in 95% of

More information

Accelerating IoT with ARM mbed

Accelerating IoT with ARM mbed Accelerating IoT with ARM mbed Paul Bakker Product Strategy, IoT BU ARM Tech Symposia China 2015 November 2015 Productivity Security Connectivity Management Efficiency 2 Since TechCon Last Year 60K 2014

More information

Resilient IoT Security: The end of flat security models

Resilient IoT Security: The end of flat security models Resilient IoT Security: The end of flat security models Xiao Sun Senior Application Engineer ARM Tech Symposia China 2015 November 2015 Evolution from M2M to IoT M2M Silos of Things Standards Security

More information

Design Process. in an embedded system. Kasper Ornstein Mecklenburg SW/HW development engineer Arm Limited

Design Process. in an embedded system. Kasper Ornstein Mecklenburg SW/HW development engineer Arm Limited Design Process in an embedded system Kasper Ornstein Mecklenburg SW/HW development engineer Arm in Lund Two offices; one at Ideon and one downtown (old Mistbase) Graphics, video and wireless SW, digital

More information

IoT Market: Three Classes of Devices

IoT Market: Three Classes of Devices IoT Market: Three Classes of Devices Typical Silicon BOM PC-Like Embedded Devices ~100 million units ATM, Retail Point of Service Intel Core $100+ Smart Things ~800 million units PLC, Edge Gateway, Thermostat

More information

So you think developing an SoC needs to be complex or expensive? Think again

So you think developing an SoC needs to be complex or expensive? Think again So you think developing an SoC needs to be complex or expensive? Think again Phil Burr Senior product marketing manager CPU Group NMI - Silicon to Systems: Easy Access ASIC 23 November 2016 Innovation

More information

Deep Learning on Arm Cortex-M Microcontrollers. Rod Crawford Director Software Technologies, Arm

Deep Learning on Arm Cortex-M Microcontrollers. Rod Crawford Director Software Technologies, Arm Deep Learning on Arm Cortex-M Microcontrollers Rod Crawford Director Software Technologies, Arm What is Machine Learning (ML)? Artificial Intelligence Machine Learning Deep Learning Neural Networks Additional

More information

Artificial Intelligence Enriched User Experience with ARM Technologies

Artificial Intelligence Enriched User Experience with ARM Technologies Artificial Intelligence Enriched User Experience with ARM Technologies Daniel Heo Senior Segment Manager Mobile, BSG, ARM ARM Tech Forum Singapore July 12 th 2017 Global AI survey: the world is ready 71

More information

Diversity of. connectivity required for scalable IoT devices. Sam Grove Principal Software Engineer Arm. Arm TechCon 2017.

Diversity of. connectivity required for scalable IoT devices. Sam Grove Principal Software Engineer Arm. Arm TechCon 2017. Diversity of connectivity required for scalable IoT devices Sam Grove Principal Software Engineer Arm Arm TechCon 2017 Introduction Mbed introduction Mbed Cloud Connect Addressing the complexity of reliably

More information

Why PartnerDirect. Choice, flexibility, simplicity

Why PartnerDirect. Choice, flexibility, simplicity Why PartnerDirect Choice, flexibility, simplicity What you will learn today Dell s Channel business PartnerDirect program Journey, success, analysts and beyond Performance Experience Action 2 Why PartnerDirect

More information

ARM processors driving automotive innovation

ARM processors driving automotive innovation ARM processors driving automotive innovation Chris Turner Director of advanced technology marketing, CPU group ARM tech forums, Seoul and Taipei June/July 2016 The ultimate intelligent connected device

More information

Accelerating IoT with ARM mbed

Accelerating IoT with ARM mbed Accelerating IoT with ARM mbed Zach Shelby VP Marketing Internet of Things Business Unit mbed Connect / Shenzhen, China 15 th Dec 2015 Productivity Security Connectivity Management Efficiency 2 Since TechCon

More information

Accelerate Ceph By SPDK on AArch64

Accelerate Ceph By SPDK on AArch64 Accelerate Ceph By on AArch64 Jun He, jun.he@arm.com 2018 Arm Limited Tone Zhang, tone.zhang@arm.com 2018/3/9 2018 Arm Limited What s? Storage Performance Development Kit A set of tools and libraries to

More information

Innovation is Thriving in Semiconductors

Innovation is Thriving in Semiconductors Innovation is Thriving in Semiconductors Mike Muller Chief Technology Officer ARM TechCon Nov 10, 2015 BBC Model B ARM1 ARM Holdings Cortex-M0 BBC micro:bit 1981 1985 1990 2015 Core Tech Transisto r Design

More information

Securing IoT with the ARM mbed ecosystem

Securing IoT with the ARM mbed ecosystem Securing IoT with the ARM mbed ecosystem Xiao Sun / Senior Applications Engineer / ARM ARM mbed Connect / Shenzhen, China December 5, 2016 Lots of interest in IoT security Researchers are looking into

More information

The Next Steps in the Evolution of ARM Cortex-M

The Next Steps in the Evolution of ARM Cortex-M The Next Steps in the Evolution of ARM Cortex-M Joseph Yiu Senior Embedded Technology Manager CPU Group ARM Tech Symposia China 2015 November 2015 Trust & Device Integrity from Sensor to Server 2 ARM 2015

More information

mbed OS Update Sam Grove Technical Lead, mbed OS June 2017 ARM 2017

mbed OS Update Sam Grove Technical Lead, mbed OS June 2017 ARM 2017 mbed OS Update Sam Grove Technical Lead, mbed OS June 2017 ARM mbed: Connecting chip to cloud Device software Device services Third-party cloud services IoT device application mbed Cloud Update IoT cloud

More information

Accelerating IoT with ARM mbed

Accelerating IoT with ARM mbed Accelerating IoT with ARM mbed Dr.Krisztián Flautner General Manager / ARM Internet of Things Business Unit ARM Holdings Ltd mbed Sponsored Session / ARM TechCon 2015 11 th Nov 2015 Productivity Security

More information

MAXIMIZE YOUR IOT INVESTMENT WITH SCALABLE SOLUTIONS FROM AWS AND NXP

MAXIMIZE YOUR IOT INVESTMENT WITH SCALABLE SOLUTIONS FROM AWS AND NXP MAXIMIZE YOUR IOT INVESTMENT WITH SCALABLE SOLUTIONS FROM AWS AND NXP APR 2018 MARC GEBERT EMEA IOT SECURITY BD LEAD SENIOR DIRECTOR Secure Connections for the Smarter World Everything Smart Everything

More information

New ARMv8-R technology for real-time control in safetyrelated

New ARMv8-R technology for real-time control in safetyrelated New ARMv8-R technology for real-time control in safetyrelated applications James Scobie Product manager ARM Technical Symposium China: Automotive, Industrial & Functional Safety October 31 st 2016 November

More information

Modern security for microcontrollers

Modern security for microcontrollers The challenge of scaling IoT Modern security for microcontrollers Gaining user-trust & keeping it Milosch Meriac Principal Security Research Lead milosch.meriac@arm.com About me & my projects Principal

More information

Trustzone Security IP for IoT

Trustzone Security IP for IoT Trustzone Security IP for IoT Udi Maor CryptoCell-7xx product manager Systems & Software Group ARM Tech Forum Singapore July 12 th 2017 Why is getting security right for IoT so important? When our everyday

More information

EDGE / FOG COMPUTING EVOLUTIONS LAURENT REMONT, CTO KONTRON-S&T

EDGE / FOG COMPUTING EVOLUTIONS LAURENT REMONT, CTO KONTRON-S&T EDGE / FOG COMPUTING EVOLUTIONS LAURENT REMONT, CTO KONTRON-S&T CURRENT IOT SOLUTIONS LIMITATIONS Sensors, actuators, simple IoT devices Gateway, PLC, Complex IoT device Cloud Not suitable for time critical

More information

How to protect Automotive systems with ARM Security Architecture

How to protect Automotive systems with ARM Security Architecture How to protect Automotive systems with ARM Security Architecture Thanks to this app You can manoeuvre The new Forpel Using your smartphone! Too bad it s Not my car Successful products will be attacked

More information

Optimize HPC - Application Efficiency on Many Core Systems

Optimize HPC - Application Efficiency on Many Core Systems Meet the experts Optimize HPC - Application Efficiency on Many Core Systems 2018 Arm Limited Florent Lebeau 27 March 2018 2 2018 Arm Limited Speedup Multithreading and scalability I wrote my program to

More information

DPDK on Arm64 Status Review & Plan

DPDK on Arm64 Status Review & Plan DPDK on Arm64 Status Review & Plan Song.zhu@arm.com Yi.He@arm.com Herbert.Guan@arm.com 19/03/2018 2018 Arm Limited DPDK Overview Data Plane Development Kit A set of libraries and drivers for fast packet

More information

Improve the container image compatibility on Arm

Improve the container image compatibility on Arm Improve the container image compatibility on Arm Wei.Chen@arm.com Penny.Zheng@arm.com Edinburgh, UK / Open Source Summit Europe 2018 2018-10-24 Agenda Background Why image compatibility on Arm is an issue

More information

Optimizing Cache Coherent Subsystem Architecture for Heterogeneous Multicore SoCs

Optimizing Cache Coherent Subsystem Architecture for Heterogeneous Multicore SoCs Optimizing Cache Coherent Subsystem Architecture for Heterogeneous Multicore SoCs Niu Feng Technical Specialist, ARM Tech Symposia 2016 Agenda Introduction Challenges: Optimizing cache coherent subsystem

More information

How Can You Trust Formally Verified Software?

How Can You Trust Formally Verified Software? How Can You Trust Formally Verified Software? Alastair Reid Arm Research @alastair_d_reid Formal verification Of libraries and apps Of compilers Of operating systems 2 Fonseca et al., An Empirical Study

More information

SmartNICs: Giving Rise To Smarter Offload at The Edge and In The Data Center

SmartNICs: Giving Rise To Smarter Offload at The Edge and In The Data Center SmartNICs: Giving Rise To Smarter Offload at The Edge and In The Data Center Jeff Defilippi Senior Product Manager Arm #Arm Tech Symposia The Cloud to Edge Infrastructure Foundation for a World of 1T Intelligent

More information

How Can You Trust Formally Verified Software?

How Can You Trust Formally Verified Software? How Can You Trust Formally Verified Software? Alastair Reid Arm Research @alastair_d_reid Buffer over-read vulnerabilities Use after free s e i t i l i b a r e n l u v r o r r e c Logi Buffer overflow

More information

TZMP-1 Software Reference Implementation. Ken Liu 2018-Mar-12

TZMP-1 Software Reference Implementation. Ken Liu 2018-Mar-12 TZMP-1 Software Reference Implementation Ken Liu 2018-Mar-12 2018 Arm Limited Content DRM Applications and Secure Video Path Regular Secure Video Path Design with Trustzone TZMP1 Design Concepts Reference

More information

Confessions of a security hardware driver maintainer

Confessions of a security hardware driver maintainer Confessions of a security hardware driver maintainer Gilad Ben-Yossef Principal Software Engineer About me My name is Gilad Ben-Yossef. I work on upstream Linux kernel cryptography and security in genera,l

More information

ARM mbed: Internet of Possible

ARM mbed: Internet of Possible ARM mbed: Internet of Possible Bill Woo Director ISG Sales El Tower / 2017 Tech Forum June 28, 2017 Introduction Today enterprises are under pressure to unlock the value in the Internet of Things. Our

More information

Deployment of an Artificial Intelligence (AI) IoT Gateway. Daniele Cleri AAEON Europe on behalf of Texim Europe

Deployment of an Artificial Intelligence (AI) IoT Gateway. Daniele Cleri AAEON Europe on behalf of Texim Europe Deployment of an Artificial Intelligence (AI) IoT Gateway Daniele Cleri AAEON Europe on behalf of Texim Europe 1 Company Name: AAEON Technology Inc. Founded: 1992 (Acquired by ASUS in 2011) Employees:

More information

Fog Computing. The scenario

Fog Computing. The scenario Università degli Studi di Roma Tor Vergata Dipartimento di Ingegneria Civile e Ingegneria Informatica Fog Computing Corso di Sistemi e Architetture per Big Data A.A. 2016/17 Valeria Cardellini The scenario

More information

A backward glance and a forward view

A backward glance and a forward view Arm Limited is a subsidiary of A backward glance and a forward view Ian Thornton, Head of Investor Relations Tokyo 18 May 2018 Arm update A Backward Glance: Progress in 2017 Financials Investments / hiring

More information

Mobile & IoT Market Trends and Memory Requirements

Mobile & IoT Market Trends and Memory Requirements Mobile & IoT Market Trends and Memory Requirements JEDEC Mobile & IOT Forum Ivan H. P. Lin ARM Segment Marketing Copyright ARM 2016 Outline Wearable & IoT Market Opportunities Challenges in Wearables &

More information

智能互联推动嵌入式系统创新. March 2015

智能互联推动嵌入式系统创新. March 2015 智能互联推动嵌入式系统创新 March 2015 1 ARM is a Semiconductor IP Company IDM Foundry Financial Tools/Technology Silicon Partners Equipment Manufacturer ARM Software Platforms CPU GPU Operators + Developers Networking

More information

How Can You Trust Formally Verified Software?

How Can You Trust Formally Verified Software? How Can You Trust Formally Verified Software? Alastair Reid Arm Research @alastair_d_reid https://www.theguardian.com/business/2015/may/01/us-aviation-authority-boeing-787-dreamliner-bug-could-cause-loss-of-control

More information

IoT with 5G Technology

IoT with 5G Technology July 25 th, 2018 Innofest ID 2018 Jakarta, Indonesia IoT with 5G Technology Transformation for Industrial 4.0 Shannedy Ong Country Director Indonesia Leading mobile innovation for over 30 years Digitized

More information

Intelligent Edge Computing and ML-based Traffic Classifier. Kwihoon Kim, Minsuk Kim (ETRI) April 25.

Intelligent Edge Computing and ML-based Traffic Classifier. Kwihoon Kim, Minsuk Kim (ETRI)  April 25. Intelligent Edge Computing and ML-based Traffic Classifier Kwihoon Kim, Minsuk Kim (ETRI) (kwihooi@etri.re.kr, mskim16@etri.re.kr) April 25. 2018 ITU Workshop on Impact of AI on ICT Infrastructures Cian,

More information

CTX-1259AI Citrix Presentation Server 4.5: Administration

CTX-1259AI Citrix Presentation Server 4.5: Administration C O U R S E D E S C R I P T I O N CTX-1259AI Citrix Presentation Server 4.5: Administration CTX-1259AI Citrix Presentation Server 4.5: Administration provides the foundation necessary to effectively deploy

More information

Each Milliwatt Matters

Each Milliwatt Matters Each Milliwatt Matters Ultra High Efficiency Application Processors Govind Wathan Product Manager, CPG ARM Tech Symposia China 2015 November 2015 Ultra High Efficiency Processors Used in Diverse Markets

More information

Introduction to Cisco IoT Tools for Developers IoT 101

Introduction to Cisco IoT Tools for Developers IoT 101 Introduction to Cisco IoT Tools for Developers IoT 101 Mike Maas, Technical Evangelist, IoT, DevNet Angela Yu, Technical Leader DEVNET-1068 Agenda The Cisco IoT System Distributing IoT Applications Developer

More information

Exploring System Coherency and Maximizing Performance of Mobile Memory Systems

Exploring System Coherency and Maximizing Performance of Mobile Memory Systems Exploring System Coherency and Maximizing Performance of Mobile Memory Systems Shanghai: William Orme, Strategic Marketing Manager of SSG Beijing & Shenzhen: Mayank Sharma, Product Manager of SSG ARM Tech

More information

3 Software Stacks for IoT Solutions. Ian Skerrett Eclipse

3 Software Stacks for IoT Solutions. Ian Skerrett Eclipse 3 Software Stacks for IoT Solutions Ian Skerrett Eclipse Foundation @ianskerrett Copyright 2016 The Eclipse Foundation. All Rights Reserved Eclipse Foundation Not-for-profit open source foundation responsible

More information

5G Security from a Network Operator s Point of View

5G Security from a Network Operator s Point of View 5G Security from a Network Operator s Point of View China Mobile 2018.3.19 @ ITU Workshop on 5G Security 1 Outline 1 Evolution of trust model from 2G to 5G 2 Major 5G security issues 3 Activities related

More information

TRENDS IN SECURE MULTICORE EMBEDDED SYSTEMS

TRENDS IN SECURE MULTICORE EMBEDDED SYSTEMS TRENDS IN SECURE MULTICORE EMBEDDED SYSTEMS MATTHEW SHORT SR PRODUCT LINE MANAGER DIGITAL NETWORKING MATTHEW.SHORT@NXP.COM A NEW POSITION OF STRENGTH #1 Communications Processors #1 RF Power Transistors

More information

Addressing 7nm Arm DynamIQ Cluster Design Challenges Using the Cadence Digital Implementation Flow

Addressing 7nm Arm DynamIQ Cluster Design Challenges Using the Cadence Digital Implementation Flow Addressing 7nm Arm DynamIQ Cluster Design Challenges Using the Cadence Digital Implementation Flow Shawn Hung Sr. Engineering Manager, Arm Jerry Chen Sr. AE Manager, Cadence Arm Tech Symposia 2017, Taipei

More information

Designing, developing, debugging ARM Cortex-A and Cortex-M heterogeneous multi-processor systems

Designing, developing, debugging ARM Cortex-A and Cortex-M heterogeneous multi-processor systems Designing, developing, debugging ARM and heterogeneous multi-processor systems Kinjal Dave Senior Product Manager, ARM ARM Tech Symposia India December 7 th 2016 Topics Introduction System design Software

More information

Mobile & IoT Market Trends and Memory Requirements

Mobile & IoT Market Trends and Memory Requirements Mobile & IoT Market Trends and Memory Requirements JEDEC Mobile & IOT Forum Copyright 2016 [ARM Inc.] Outline Wearable & IoT Market Opportunity Challenges in Wearables & IoT Market ARM technology tackles

More information

Mobile & IoT Market Trends and Memory Requirements

Mobile & IoT Market Trends and Memory Requirements Mobile & IoT Market Trends and Memory Requirements JEDEC Mobile & IOT Forum Daniel Heo ARM Segment Marketing Copyright ARM 2016 Outline Wearable & IoT Market Opportunities Challenges in Wearables & IoT

More information