IC S&T STRATEGIC PLAN

FY2016-2020 IC S&T STRATEGIC PLAN: MANAGING RISK TO ENSURE INTELLIGENCE ADVANTAGEFigure 3.4 — Roadmap: Enhanced Processing and Management of Data from Disparate SourcesEvent CorrelationUltra High SpeedProcessingPhotonic ComputingComplex data processingalgorithmsMassive VectorCorrelationRoom TemperatureQuantum ComputingLEGENDData structuresoptimized for searchingBio Quantum ComputingChallenge AreaMajor Thrust AreaEnhanced Processing andManagement of Data fromDisparate SourcesCoping with ScaleCloud TechnologyWire speed, MassiveStorageRecombinant evaluationof informationElastic StorageRecombinant SensorProcessingCapabilitiesSupporting TechnologiesBasic Research Challenges• Looking “to the right” of the sensor and“left” of fusion• Data Conditioning / Preparation• Sensor/ Source agnostic data• Make use of information / insights fromother large sources• Data facilitating automatedprocessing/exploit4D VisualizationGaming Inspired HCIWeb-basedinformation fusionplatformVery Large DatasetVisualizationInteractiveVisualizationGraphical discoverytoolsAdvanced VisualizationImmersive VirtualWorld User ExperienceInnovative Approachesto VisualizationSmart caching andanticipatory discoveryMultiresolutionVisualizationMath Models forVisualizationAutomatic FeatureExtractionAdvanced AnalyticsAuto GeneratedAlgorithmsConvolutional NeuralNetworksGeospatial AnalyticsNetwork AnalyticsTraffic Pattern Analysisand CorrelationInterval QueriesIndex Structure forGeospatialWire speed data taggingForensics on temporalrelationshipsDynamic, SmartMetadataCommon Approach toCapturing MetadataMetadata relationshipsLatent semantic analysisOnline market researchtoolsAutomated data taggingand exchangeAutomated ontologymappingKnowledge and eventstore vocabularies andstructural modelsData finds the analystEntity ExtractionSemantic GraphingLeverage onlinemarketing capabilitiesProcessing at the edgeMultilingualismGeo-spatial matchingRobust, User Friendly toolNatural languageprocessing techniquesTechnologies to tag androute data across thecloud based enterpriseRelationship discovery viaMarkov logicTrust andinfluence tagsGeoname ExtractionGeotaggingSystem level informationrequirement fulfillmentstrategiesWire speed data taggingAutomated geo locationWire speed, automated,precision cameramodelingAutomated 3D scenereconstructionData Standardsand GovernanceOpen StandardsSensor Priority ProcessingOptimized data movementDynamic MetadataStandardsMulti-lingual textual dataprocessing platformService Oriented InformationProvidersBring tools to the dataData trust and provenancetrackingMachine translationSource-agnostic DataSelectionData access managementIntra-cloud software definednetworkingWire speed languagerecognitionOptimal Movement of Data ,Tool, and GUIAdaptive data filteringData MiningCyber Situation AwarenessAdvanced AnalyticsMachine LearningTimestamps asan indicatorDe-anonymizationSentiment AnalysisVisual AnalyticsSocial Media AnalyticsObject-based productionMulti-INT fusion analysis andreporting toolID, Associations, andgeolocation in the presenceof encryptionAntagonistic biometricsNeural ProcessingBehavior ModelsData RelationshipsPattern of life modelingAsymmetric DynamicBehavior ModelDetermining Moderator BiasPredicting the Filtering ofInformationABAC SecurityID & access managementAdvanced EncryptionHomomorphic encryptionConstructive keymanagementAnomaly DetectionMission LearningAnalyst on the LoopAutomated changedetection techniquesHuman Assisted MachineLearningTradecraft AnalysisAuto generated tips andcuesAuto Tradecraft DiscoveryTradecraft SharingHuman Assisted MachineLearningGame Theory16 17