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data platform with secure data management and portable cloud-native data analytics / 51 3 Confidential—Restricted Strategic Roadmap for Migrating Data Management to the Cloud Published 21 March 2022 Thanaraj, Adam Ronthal, Donald Feinberg “The future data ecosystem should leverage distributed data management components — which may run on multiple clouds and/or on-premises — but are treated as a cohesive anywhere at scale Data Lakehouse Data Fabric Data Mesh SDX Multi-cloud & on-premises data management and analytics Ozone / 51 5 Confidential—Restricted BIG DATA STORAGE REQUIRES ... Can it handle

complexity ○ Need consistent policy enforcement ○ Need consistent metrics aggregation ● Traffic management ○ Load balancing for VMs, failover, A/B testing, modern rollouts for VM services ● Security workload certificate attributes #IstioCon Security & Usability Limitations (cont.) ● Access management: CNI needs improvements ○ Much required to avoid escalated Pod privileges ○ No support for smart Concurrency limitations ■ Lack of docs etc. #IstioCon VM High Performance Networking ● VM  Host IO interface ○ Relay ■ DPDK ○ Passthrough ■ SRIOV ● SRIOV ○ Single Root I/O Virtualization ● SIOV ○

Why Service Mesh? ● Current challenges include - ○ Manageability of Hardware Devices ■ Traffic Management & Security Enforcement ■ Updating hardware devices is slow ○ Achieving micro-segmentation at Discovery functions as features of the infrastructure - ○ Functions: TLS Termination, Traffic Management, Tracing, Rate Limiting, Protocol Adapter, Circuit breaker, Caching, etc. #IstioCon Service Architecture Evolving Security Current Status #IstioCon Step 1: Access Point Spec ● Capture Traffic Management & Routing intent as “Access Point” Specs ○ Leverage Istio object model: Gateway, VirtualService

Mesh) Louis Ryan (Principal Engineer, Google) #IstioCon Highlights of 2020 ● Better life cycle management ○ Istioctl install & Operator support ● Architectural simplification ○ Monolith control plane Dual-stack (IPv6/IPv6) ○ Virtual Machine Expansion ○ Multi cluster mesh ○ Helm v3 life-cycle management ● Evaluate current feature status and fix gaps https://istio.io/latest/blog/2020/tradewinds-2020/