GPU accelerated Datacenter for Smart Cities - Nvidia

1 Ravi MishraTechnical Marketing EngineerOct 2017 Transforming Urban Services with AIGPU accelerated Datacenter for Smart CitiesCity ChallengesThe ability to improve city infrastructure management is crucial to defining and achieving social, Environmental, and Economic SuccessRapid Growth Puts Pressure on city Infrastructure, Making it Harder to Maintain Citizen Quality of LifeGreater Need to Manage Carbon Footprint and Improve SustainabilityBoosting Livability Index Is More Crucial Than Ever to Retain and Attract Trade, Commerce, and TalentCities are facing rapid Urbanization, Economic Constraints, and Environmental SustainabilityThis Fragmented Approach Is Inefficient, has limited effectiveness, and is not economicalCities have traditionally addressed their operational challenges in silosTraffic ManagementPollution/EnvironmentWaste ManagementCity LightingPublic SafetyParking OptimizationPBy harnessing the power of digitization & can create a fully connected secure environmentSmart+Connected Communities Solution ArchitectureSmart+Connected Digital PlatformDigital Network Architecture and Multi Sensor NetworkWireless WAN(3G/4G/5G/ Wimax)

2 InternetSecure & Intent based NetworkMOBILE APPSPARTNER APPLICATIONS AND URBAN SERVICESM onitoring/Command Control CentersPARTNER SENSORSS treetLightingSafety andSecurityEnvironmentWasteWaterTrafficS TREETP eopleStreetFurnitureBUILDINGSC ommercialResidentialIndustrialVEHICLESV ehiclesLightingManagementSafety andSecurityEnvironmentWasteManagementWat erManagementTraffic ManagementTransportManagementParkingPark ingManagementSmart+Connected Communities Solutions1 Smart +ConnectedParking2 Smart +Connected Traffic5 Smart +ConnectedLighting3 Smart +Connected Safety and Security4 Smart +Connected Urban MobilityCOMMON DATA LAYER: Smart +ConnectedDigital PlatformSHARED INFRASTRUCTURE: Digital Network ArchitectureSmart+Connected Operations Center6 Enabling additional opportunities for citizen engagement Emergency NotificationsEmpoweredSmall BusinessesSmart Screens Localized and PersonalizedReal-time, Location-Aware Urban AppsINTERACTIVE PLATFORM.

3 Integrates information from open government programs, local businesses, and citizensTo Engage, Inform, Protect and RevitalizeDigital Network ArchitectureSolution ArchitectureEdgeVideosensorsCisco UCS with GPU for InferencingUCSC220 M52 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNS ATA HDDX16S2783941052 TBHD2T7KL6 GNS ATA HDDX2 TBHD2T7KL6 GNS ATA HDDXXNV ME S S D800 GBNVMEHWH8002 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDXXNV ME S S D800 GBNVMEHWH800 Data Source cisco video AnalyticsMachine Learning from Edge to DCGPU accelerated DCCisco UCS with GPU for TrainingUCSC480 M5 XNV ME S S D800 GBNVMEHWH8002 TBHD2T7KL6 GNSATA HDDXXNVME SSD800 GBNVMEHWH8002 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA

4 HDDXXNVME SSD800 GBNVMEHWH800 XNVME SSD800 GBNVMEHWH800 XNVME SSD800 GBNVMEHWH8002 TBHD2T7KL6 GNSATA HDDXXNVME SSD800 GBNVMEHWH8002 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNS ATA HDDXXNVME SSD800 GBNVMEHWH800 XNVME SSD800 GBNVMEHWH800 ReW ritabl eRECORDERM U L T IDVD+ReWritableSXXUCSC240 M5 SXNVME SSD800 GBNVMEHWH8002 TBHD2T7KL6 GNSATA HDDXXNVME SSD800 GBNVMEHWH8002 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX821765432 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNS ATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX2 TBHD2T7KL6 GNSATA HDDX1413121110920191817161524232221 cisco Mobility Services Engine cisco Prime InfrastructureCisco VSMS ecure and Intent based NetworkAccess ControlSystemLocationServicesISEHSRP/VRR PIOS-XEWLC5508//85005520/8540 Video Analytics Use caseTransportation ITS World Congress Oct 2016-Analytics tuning.

5 Defining zones, adjusting and calibrating cameras, training optimal models-Mandatory integration with VSM -Ability to detect and mitigate image artifacts caused by periodic poor LTE conditions-Automatic recovery (monitor and control client + management agent)-Demographics dashboard30 live video feeds from 3 tram stations, fully instrumented tram, 4 cameras at two ITS demo podstwo live analytics dashboards and real-time zone analytics via a secure REST API that powers the map dashboardINPUTOUTPUTFor Smart Cities streetsTracking and crowd analytics: Australia Open 2015 CityMindDigital Network ArchitectureTraffic ManagementVideo Analytics helps Traffic Management departments monitor and evaluate traffic flow data to help them more quickly and accurately detect incidents before they escalate and trigger quicker response by supporting using Video Analytics Emergency Response TeamVideo camera for Surveillance Video camera for Surveillance CityMindDigital Network ArchitectureOperations CenterCameras installed in key areas of the city , monitor surroundings for unattended objects, person moving beyond a configured boundary / area.

6 The system can be configured to alert or execute an event when such security violations occur. These alerts / events can then be used to automatically inform appropriate law enforcement systems / and Security using Video AnalyticsLaw Enforcement VA CameraControl the Camera for investigationUnattended objectSafety and Security: TailgatingDataInsightsService ManagementActions/ApplicationsAutomation VideoBadge ReaderCMXISEC isco Prime AnalyticsTailgating AnalyticsDeep FusionContainers on cisco and Policy CeilingLenelDashboardSecurity Monitoring and DispatchDynamic Building Building HVAC adjustmentsThe Cyber Valet Service Valeoand cisco announced a cooperation agreement to develop strategic innovations in Smart mobility services.

7 The driver gets out of the vehicle at the car park entrance and activates the automatic parking system using a smartphone. The vehicle continues its journey in automatic mode until it has finished parking This technology combines the power of automatic parking technologies (ValeoPark4U Auto), Valeoon-board telematics and secure key systems (ValeoInBlue ) with cisco Parking Controller technologies, which equip car parks with Wi-Fi, video sensors and AI/DL tracking by detection based solutionsCyber Valet Services Project Valet Services Project Car via WifiCisco UCS hosting Dual Nvidia P100 DL, Data Fusion, dynamic path generation, Real time tracking by detectionIP CamTracking & Path MatchingPath GenerationCisco GPU accelerated DatacenterAccelerated Analytics & AppsArtificial IntelligenceReal-Time and Location AnalyticsDeep LearningMachine LearningUnified Computing SystemsAccelerated ComputeIntegrated Component HyperConvergedCase Studies The Smart +Connected Digital Platform will improve the livability.

8 Connectivity, efficiency and economic vitality of Kansas city in ways we cannot yet even imagine, and for generations to come Sly James Mayor, Kansas city , MO*Named First of America s top 5 Cities to keep on your radar by the Huffington PostKansas city , Missouri the place to be! *ChallengeDeliver a new generation of urban services for city agencies, citizens, and businesses Create scalable, repeatable, and self-sustainable frameworkBring together certified ecosystem partnersCreate a citywide Wi-Fi network Provide an open data portal that gathers and shares information across a network of sensors and services, agencies and the publicInstall Smart lighting and videoAdd interactive digital kiosks Implement Smart water initiatives A set of long-term goals that assimilate collaborators in private sector, real estate, academia, and sports and entertainment.

9 Application developers harness available digitized city data in new apps that address citywide challengesA global urban services marketplace is created for buyers, sellers, and citizensSolutionResultsCity of Adelaide Our goal is to make Adelaide a Smart , vibrant, and progressive city , a city of the 21st century, Raymond GarrandChief executive, Department of Further Education, Employment, Science and TechnologyChallengeStimulate local economy by attracting people to city Center businessesLower connectivity costs for mobile government employeesImprove government efficiency by taking advantage of the Internet of Things Engage iiNetto build Wi-Fi infrastructure based on cisco wireless solutionsIncreased city Center s appeal by offering free, fast Wi-FiIncreased efficiency of Council employees who work outdoorsMet time schedule and minimized costs by automating configuration of wireless access pointsSolutionResults We are not really putting our focus on a concrete area.

10 But taking little steps forward and thinking about how technology can be used to transform the lives of our [and] the companies that are part of the Julia LopezCoordinator of Smart city Strategy, city of BarcelonaChallengeImprove citizens quality of life and stimulate a new Smart city sensors capture vital information for Smart water, Smart lighting, and Smart energy management projects$58 million annual savings using Smart water technology$50 million annual increase in parking-fee revenues due to use of Smart parking technology47,000 new jobs createdSolutionResultsCity of BarcelonaSmart city initiative cuts water bills, boosts parking revenues, creates jobs and moreCity of Hamburg / Hamburg Port Authority IoT Capabilities improve Citizen Experience and Management of Waterways, Rail, and Roads The reality is this: The reason we would look for a holistic model is that we have all this business going through the city , but it impacts the citizens.