B105_Kondoju.pptx

1、From Fragile to Fail-Safe:Designing Robust Data Platforms,Sravanthi KondojuData Platform Lead Target,Sravanthi Kondoju17+years of experience in enterprise Data PlatformsCurrently with Target as Data Platform Lead from 7+years Previously worked at Macys,Oracle,FedEx,ADP and Cognizant.Passionate about

2、 enabling data driven culture though modern platform engineering.Enjoy long walks to rechargeCat lover.,About Me,Data Platform ArchitectureThe Complexity Behind Modern Data PlatformsFrom Reactive Firefighting to Proactive ReliabilityDesign Principles of Fail-Safe Data PlatformsImplementing Observabi

3、lity in Data PlatformsBuilding Reliable Data Platforms Architectural Patterns for ResilienceFragile vs Resilient Systems:A Mindset ShiftThe Real OutcomeQuestions&Answers.,Agenda,Data Platform Architecture,The Complexity Behind Modern Data Platforms,Scale&Volume Large data volumes High-frequency upda

4、tes Growing datasets over time Schema&Data Evolution Frequent schema changes New fields/removed fields Changing data formatsCross-System Dependencies Upstream systems you dont control Downstream consumers relying on your data API dependencies.,Where Things Break in Data Platforms,From Fragileto Fail

5、-Safe,From Reactive Firefighting to Proactive Reliability,Design Principles of Fail-Safe Data Platforms,ObservabilityPillars,Implementing Observability in Data Platforms,Realtime Observability Pipeline,Build Scalable and ReliableData Platforms,Architectural Patterns for Resilience,Architectural Patterns for Resilience,Architectural Patterns for Resilience,Architectural Patterns for Resilience,Architectural Patterns for Resilience,Fragile vs Resilient Systems:A Mindset Shift,The Real Outcome,Open Forum:Q/A,THANK YOU,