以数据为依据的战略

Get Better Analytics by Putting Less Data in Your DatabaseApril 2024Paige RobertsDirector of Product Innovation2All our tools only work on numbers. We to need convert the data.The Inherent Challenges We can’t handle the volume of events we are receiving without loss.We need to be able to utilize additional data assets to ask the right questions.We will have too many false positives. How do we to prioritize them?Data Increases201820192020202120222023~2024~2025Source IDC/StatistaAnnual Data Volume Ave Increase: 23.4% Annual Analytics Budget Ave Increase: 11.0%Data VolumeAnalytics BudgetFaster Than BudgetsStreaming Data OverloadIncreasing Analytic ChallengesExploding Analytic Data VolumesHuman Generated•Web clickstreams•Call center phone logs•Email and text messages•Social media firehoses•Telco call detail records•Digital orders and paymentsStreaming Data OverloadMachine Generated(vehicles, phones, robots, networks, devices)•Machine logs•Sensor readings•SCADA streams•Geolocation informatio