Behind Today s Trends The Technologies Driving Change. Paul Smith Director Consulting Services

Transcription

1 Behind Today s Trends The Technologies Driving Change Paul Smith Director Consulting Services

2 Industry 4.0 Big Data Wearable Tech Cloud Computing Internet of Things MOOC

3 Trends from 2009 Social Computing Smart Phones Complex Event Processing Software as a Service Executable Internet

4 Google Trends over Time Big Data MOOC Software as a Service Social Computing

5 TRENDS COME AND GO

6 Research & Development Source: OECD Main Science and Technology Indicators Database, 2014/1.

7 Algorithms in everything Hardware in specialized form factors Connected chips, devices & systems People computing anywhere

8 ALGORITHMS IN EVERYTHING

9 Intel predicts 170 billion transistors per person 200x IN 10 YEARS in the world by 2015 Transistors Worldwide ,000,000,000,000,000,000

10 % Compute Kalman Gain: W = P*M'*inv(M*P*M'+ R); TEXTUAL & % Update estimate xhat = xhat + W*residual; % Update Covariance Matrix P = (eye(4)-w*m)*p*(eye(4)-w*m)' + W*R*W'; GRAPHICAL

11 Simulink Stateflow % Predicted state and covariance x_prd = A * x_est; p_prd = A * p_est * A' + Q; % Estimation S = H * p_prd' * H' + R; B = H * p_prd'; klm_gain = (S \ B)'; % Estimated state and covariance x_est = x_prd + klm_gain * (z - H * x_prd); p_est = p_prd - klm_gain * H * p_prd; % Compute the estimated measurements y(:,i) = H * x_est; MATLAB

12 Physical Modeling Computer Vision and Image Processing Digital Signal Processing Data Analysis Computational Finance Large Collection of Function Libraries Mathematical Modeling Communications Control Systems

13 NEW in Release 2014a Control System Tuner App Tune fixed-structure controllers in Simulink Specify blocks to tune Add tuning goals Visualize tuning results Update tuned Simulink blocks from app

14 APPS

15 User-Created Apps

16 ExploreToday ALGORITHMS IN EVERYTHING Unified textual & graphical programming Portfolio of libraries Apps and resources on MATLAB Central

17 HARDWARE IN SPECIALIZED FORM FACTORS

18 Making Things Move Power plants 100s Cars 1,000,000s Planes 1,000s

19 Scaling up and down Real-Time Test System USB Plug-In Device HIL Simulator Custom ASIC Microcontroller CPU-FPGA platforms Microprocessor

20 NEW in Release 2014a Simulink Real-Time Build, run, and test real-time applications Simulink Real-Time Explorer Real-time simulation and testing DSP and vision system prototyping HIL simulation Designed for a turnkey experience

21 with Model-Based Design and rapid real-time prototyping, we maintain the product development pace that our business demands. Run algorithms on real-time hardware for testing and verification Simulink Real-Time Release 2014a Design iteration and testing in minutes

22 The Rise of Low-Cost Hardware for the Masses Arduino 300,000+ commercially produced Prices ~$30 Raspberry Pi 2.5+ million shipped $35 LEGO Mindstorms EV3 $350

23 Low-Cost Hardware Target directly from MATLAB & Simulink EMBEDDED Develop a model and program the board

24 MathWorks.com/hardware NEW in Release 2014b Hardware support packages Get connected and running quickly 150 packages today, for Arduino, RaspPi, ios, Android, Kinect, and more

25 ExploreToday HARDWARE IN SPECIALIZED FORM FACTORS Code generation for prototyping and embedded Run your algorithms directly on real-time hardware Connecting to low-cost hardware for the masses

26 CONNECTED CHIPS, DEVICES, & SYSTEMS

27 Internet of Things THINGS 50+ billion Thing connectivity People connectivity via mobile devices PEOPLE 5 billion Place connectivity PLACES 1 billion Growth in Global Connectivity 2010 Ericsson AB from Joshipura, Arpit, Infrastructure Innovation - Can the Challenge be met? Global Semiconductor Alliance, September 2010

28 Big Data in Many Industries Exabyte 1,000,000,000,000,000,000 bytes (billion billion) ENERGY Smart grid FINANCE Fraud detection AUTO Fleet data will influence vehicle design AERO Maintenance, reliability BIOTECH Instrumented humans

29 Big Data in MATLAB Memory and Data Access 64-bit processors Memory Mapped Variables Disk Variables Databases Data stores NEW in R2014b Programming Constructs Streaming Block Processing Parallel-for loops GPU Arrays SPMD and Distributed Arrays MATLAB MapReduce NEW in R2014b Platforms Desktop (Multicore, GPU) Clusters Cloud Computing (MDCS on EC2) Hadoop NEW in R2014b

30 ExploreToday CONNECTED CHIPS, DEVICES, & SYSTEMS Memory management Computing power Advanced algorithms

31 PEOPLE COMPUTING ANYWHERE

32 Cloud as a New Platform BILLIONS of users MILLIONS of apps Cloud mobile, browser, social, big data HUNDREDS OF MILLIONS of users 10,000s of applications PC - LAN, Internet MILLIONS of users 1,000s of applications Terminal - mainframe, mini Source: IDC, 2013

33 MATLAB Mobile Support for iphone, ipad & Android

34 The cloud, enhancing your MATLAB Desktop MATLAB Distributed Computing Server on Amazon EC2

35 The cloud, running MATLAB, on demand, from anywhere

36 Running in Enterprise IT Environments MATLAB Production Server This product is a game changer, for sure. Quantlabs Deploy MATLAB analytics into enterprise IT frameworks Integrate with databases, webservers and application servers Seamless transition from algorithm prototyping to enterprise-scale analytics without recoding

37 PEOPLE COMPUTING ANYWHERE MATLAB on mobile devices MATLAB on the cloud MATLAB in enterprise IT frameworks

38 Algorithms in everything Hardware in specialized form factors Connected chips, devices & systems People computing anywhere

39 ExploreToday MOOCs Massive Online Open Courses Online course Unlimited participation Open access via the web

40 Algorithms in everything Hardware in specialized form factors Connected chips, devices & systems People computing anywhere

41 Seize the opportunity to Learn what s new. and how to apply it Engage your colleagues Benefit from the experience Enjoy the conference!