Zilliz Cloud Demo for performance and scale
0 likes180 views
A demo of Zilliz Cloud, how to get started and how it can automatically scale as you ingest more and more data for AI Applications.
Zilliz Cloud Demo for performance and scale
- 1. 1 | © Copyright 2025 Zilliz 1 June 2025 Zilliz Cloud Monthly Technical Review
- 2. 2 | © Copyright 2025 Zilliz 2 Agenda What is Zilliz Cloud? 01 Product Demo 02 How to get help 02
- 3. 3 | © Copyright 2025 Zilliz 3 | © Copyright 2025 Zilliz 3 Milvus is an Open-Source Vector Database to store, index, manage, and use the massive number of embedding vectors generated by deep neural networks and LLMs. contributors 283 stars 35.5K active instances 100M forks 3.2K + Zilliz Cloud is built on Milvus, the most widely-adopted vector database
- 4. 4 | © Copyright 2025 Zilliz 4 BRING YOUR OWN CLOUD Zilliz Cloud BYOC For Private VPCs Milvus Most widely-adopted open source vector database SELF MANAGED SOFTWARE Zilliz Cloud AI Powered Search that is performant and scales FULLY MANAGED SERVICE Set up Once: Common API across all products regardless of architecture Zilliz Offerings Coming Soon!
- 5. 5 | © Copyright 2025 Zilliz 5 Milvus Data Model Primary Key Partition Key Fixed Field Dynamic Field Vector Field ROW ID Timestamp Reserved by the System ● Uniquely identifies an entity ● Varchar or Int64 ● User defined or auto-generated ● Optional ● User defined or auto-generated ● Optimizes search by narrowing queries to relevant partitions ● Pre-defined ● Supported data types: Numeric, Varchar, JSON, Array ● Roadmap support for: Set, Geolocation ● Supports optional fields without schema changes ● Stored as key-value pairs ● Allows scalar filtering on dynamic fields ● Stored in a JSON string ● Dense Float32, Float16, BFloat16 ● Sparse ● Binary ● 10 vector fields per entity can be defined ● Used as Multi-Version Concurrency Control MVCC) and concurrency guarantee The same data model for for Milvus Lite, Standalone, Distributed and Zilliz Cloud
- 6. 6 | © Copyright 2025 Zilliz 6 | © Copyright 2025 Zilliz 6 SUPERIOR AI POWERED SEARCH Cardinal Search Engine 10X faster than Milvus, AIPowered AutoIndex, Optimal Search Strategies, Zero Manual Tuning HIGH PERFORMANCE & SCALE Cloud Native Database Distributed Architecture for Stability, Seamless Scalability and Cost-Efficient Growth UNCOMPROMISING DATA SECURITY Enterprise Ready Platform Battle-Tested: Delivering Reliable Performance and Enterprise-Grade Security UNCOMPROMISING DATA SECURITY Enterprise Ready Platform Battle-Tested: Delivering Reliable Performance and Enterprise-Grade Security Introducing Zilliz Cloud
- 7. 7 | © Copyright 2025 Zilliz 7 | © Copyright 2024 Zilliz Unified Graph-IVF hybrid solution with configurable storage enables flexible trade- offs between capacity and performance Dynamically selects the best search strategy for optimal performance based on dataset and hardware characteristics Lightning-fast vector searches through advanced algorithms, low-level kernel optimizations, and CPU metric analysis AutoIndex Algorithm Calculation Index Builder Index Searcher Graph-IVF Index Structure Calculator Quantizer Refiner Storage Outperform Milvus with a 50% capacity increase and up to 10x performance boost through engineering innovations Cardinal Search Engine Fast. Configurable. Smart.
- 8. 8 | © Copyright 2025 Zilliz 8 | © Copyright 2025 Zilliz Enterprise Ready Go beyond Milvus with essential security features for a enterprise ready platform Security: Safeguard data integrity and privacy Build trust and put your vector data to work with enterprise-grade security and compliance with a multi-layered security approach Run Anywhere: Deploy across any environment Deploy Zilliz as SaaS across AWS, GCP, and Azure, or opt for BYOC (bring your own cloud) to manage data within your VPC Resilient: Power all your vector search apps with resilience Maintain high availability of your clusters with our 99.95% uptime SLA, multi-AZ / region clusters and robust disaster recovery • SSO support via SAML and OAuth 2.0 • RBAC and authority management • End-to-end encryption in transit • Physically isolated dedicated clusters Backup and Disaster Recovery • IP address access control • Private endpoint • No direct VPC access Customer data is encrypted at rest
- 9. 9 | © Copyright 2025 Zilliz 9 Support Model & SLA Technical support included in subscription Fully managed service benefits SLA commitments and guarantees
- 10. 10 | © Copyright 2025 Zilliz 10 | © Copyright 2025 Zilliz 10 Technical Topic Discussion
- 11. 11 | © Copyright 2025 Zilliz 11 Illustration Topics • Scalable Architecture • Intuitive Collections UI • Security Best Practices & Data Governance • Private Link • TLS by default • IP allow lists • RBAC with Privileges • Recently added features • Advanced tooling: Zero Downtime Migrations • Advanced tooling: Flexible Alerts • Admin Support: Self-Directed BYOC GCP | AWS only • Milvus 2.6.0-rc1!
- 12. 12 | © Copyright 2025 Zilliz 12 Cloud-native SaaS doesnʼt equal an on prem solutions Open Source Software On Prem Solution Fully Managed Service Data Migration ❌ ❌ ✔ Data Backup ❌ ❌ ✔ Use case-based performance tuning ❌ ❌ ✔ Auto-scaling ❌ ❌ ✔ Scaling w/o downtime ❌ ❌ ✔ Capacity Planning ❌ ❓ ✔ Software Patching & Upgrade ❌ ❓ ✔ Kubernetes/ Orchestrator ❌ ✔ ✔ Infrastructure ❌ ✔ ✔
- 13. 13 | © Copyright 2025 Zilliz 13 13 | © Copyright 2025 Zilliz Getting Started with Zilliz Cloud Understand your use case to determine ● Your Zilliz Offering | Performance, Capacity, or Extended Capacity Optimized ● Migration strategy | Live Sync vs Offline Backup options ● Multi Tenancy requirements ● Target performance metrics (e.g. latency, recall)
- 14. 14 | © Copyright 2025 Zilliz 14 QUESTIONS?