VMworld 2015: Closing the Loop: Towards a World of Software Defined Decision Making
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This document discusses the concept of software defined decision making and its potential impacts. It envisions a future where sensors collect data from things in the physical world and analytics are used to simulate outcomes and refine decisions made by actuators. This closes the loop between observation, decision making, and action. It could allow applying artificial intelligence and automation at massive scale across many domains. The document also discusses how this paradigm, combined with technologies like cloud computing, could transform businesses and the types of applications and services they provide.
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VMworld 2015: Closing the Loop: Towards a World of Software Defined Decision Making
- 1. Closing The Loop: Towards A World Of Software Defined Decision Making Paul Strong, VMware, Inc CTO6689-S #CTO6689-S
- 3. Car As A Service
- 8. Standardize
- 12. Presentation Business Logic Persistence Old World OLTP database Business logic Stateless client
- 13. OLTP database Business logic Stateless client Old World New World Rich, mobile client with context Business process mashup Real-time streaming analytics, big data
- 14. Assumptions on head slide CONFIDENTIAL 14
- 16. A New Consumption Model for IT! Self-service Instant provisioning Pay-per-use Cost-efficient Elastic
- 17. 17 Shared Risk
- 23. Differentiating
- 25. 25
- 26. Relationships
- 27. In Context
- 29. Simulation
- 30. CONFIDENTIAL 30
- 33. Sensors Observe Outcomes Actuators Reconcile Refine/- Adjust Decide Ideas Goals Act Things IOT Simulation IOT Big Data & Real-Time Streaming Analytics
- 34. CONFIDENTIAL 34
- 36. Software-Defined Data Center Hybrid Cloud End User Computing Apps
- 38. © 2014 VMware Inc. All rights reserved. Closing The Loop: Towards A World Of Software Defined Decision Making Paul Strong Chief Technology Officer for Global Field, VMware
- 39. Thank You!
- 41. Applications
- 42. Applications
- 43. Applications
- 44. Applications
- 45. Applications
- 47. Current IT Use Cases Non-human-scale computing Labor automation Individual worker productivity
- 48. Current IT Use Cases New IT Use Cases Data-based products and services Business model transformation Team and corporate productivity growth Non-human-scale computing Labor automation Individual worker productivity
- 49. Applications Curator of SaaS application and integrator to legacy Secure virtual enterprise Curator of external services Integration of data sets and data streams Subscription and managed services Custodian of corporate information Enable Biz to build better experiencesReal-time ingestion and analysis of multiple data sources
- 50. Thousands
- 52. Change
- 61. Same People, Processes & Tools… Low Risk Internal External
- 66. Transform The Business Transform the Business
- 67. The Impact of New IT Changing the cost of inputs Eliminating value chain intermediaries Introducing new monetization model Driving customer preference in an existing market Serving an underserved market in a new way
- 69. Consumer Devices Consumer Expectations
- 70. Instant Gratification My Device, Any Time, Any Place Socially
- 71. It’s all about the Apps
- 72. 77 Do Sensors Act Observe Outcomes Ideas Goals Decide Actuators Reconcile Refine/- Adjust Things
- 73. 78
- 74. Software Defined Decision Making 79 Simulation Predict Measure Outcomes Act Ideas Goals Think Actuators Sensors Analysis Refine/- Adjust
- 75. Software Defined Decision Making 80 Simulation Generate What If Metrics Outcomes Real Things Ideas Goals Algorithms Act Upon Actuators Sensors Analysis Refine/- Adjust
- 76. Virtual Machine Hypervisor Operating System Services/Applications Java Virtual Machine OS Container Java Virtual Container Operating System Middleware Services Services/Applications E.g. Messaging, Application Servers, JVMs etc. Quickest container to start, lowest overhead, less secure e.g. LXC, Solaris Containers etc. Type 1 hypervisor, most isolated container e.g. ESXi Another example of containerization Machine Machine
- 77. The Datacenter Of Things CONFIDENTIAL 82Based on Copyright ©2008 Open Grid Forum Storage NetworkCompute Biz Process/- Service E-Bookstore ERP Service Online Bank Virtualized Operating Sys. Network Filesystems - NFS, CIFS Virtualized OS e.g. Linux Containers, Solaris Containers etc. VIPs Operating System File Systems Operating System – e.g. AIX, Linux, Solaris, Windows etc. IP, TCP, UDP etc Physical Disks, Array Controllers, SAN Switches Servers, Blades etc. Switches, Routers, NIC etc.. Platform Instance Database LDAP Web Server Application Server Java Virtual Machine Virtualized Platform Aggregations Web Server Farm Federation Clusters Load Balanced Farms Java Virtual Container LUNs, Volumes Virtualized Physical VMs & Hypervisors Hardware Partitions NSX & Virtual Networks, vSwitch, vNIC… VLANs, VXLANs
- 78. Software Defined Decision Making Micro Level 83 Provisions Generate Reconciled Apps Metrics Business Metrics Resources Policies SLAs Orchestrator Consume Virtualization Network Compute Storage vRealize Automation vCenter vRealize Operations vRealize Insight vRealize Business vRealize Automation vCenter vCO
- 79. Service Management – Open Source et al 84 Provisions Generate Reconciled Apps Metrics Business Metrics Resources Policies SLAs Orchestrator Consume Containerization ESXi, NSX, Linux Containers, Solaris Containers etc. Network Compute Storage Docker OpenStack Splunk MesoSphere Kubernetes Others
- 80. Software Defined Decision Making Macro Level 85 Provisions Generate Reconciled Apps Metrics Business Metrics Resources Policies SLAs Orchestrator Consume Virtualization Network Compute Storage vRealize Automation vCenter vRealize Operations vRealize Insight vRealize Business vRealize Automation vCenter vCO
- 81. CONFIDENTIAL 86 New Conversation With Enterprise Role of Technology In Supporting Mission
- 82. For Apps/Services That Do Not Support Differentiation CONFIDENTIAL 87 Systems of Record All About The Bottom Line Commoditize Radically Simplify Minimal/No Customization Cloud Source (Public/Private/Hybrid) If Possible IaaS + SaaS Typically run by IT today and by someone else tomorrow
- 83. For Apps/Services That Do Support Differentiation CONFIDENTIAL 88 Systems of Engagement & Intimacy All About The Top Line Speed, Engagement & Intimacy Driven By Lines Of Business Massive Customization Platforms Ecosystems
- 84. Mobile + Cloud + Social (People) + Big Data = ?
- 85. Mobile + Cloud + Social (People) + Big Data = ? Systems Of Engagement
- 86. IoT (incl. Mobile) + Cloud + Social (People+Things) + Big Data = ?
- 87. IoT (incl. Mobile) + Cloud + Social (People+Things) + Big Data = ? Systems Of Intimacy
- 88. Generate Metrics Outcomes Consume Reconcile Refine/- Adjust Orchestrator Goals & Policies Applications Resources IOT IOT Big Data & Real-Time Streaming Analytics Provision