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StarRocks 4.0 enables catalog-centric access control to Apache Iceberg—security & governance now live in the Iceberg REST Session Catalog: ✅ JWT identity passthrough ✅ Centralized auth & audit ✅ Short-lived credentials Full story + Setup guide: hubs.la/Q03PDgHn0

🔴 Going LIVE in just 90 minutes! Still time to join — register here👇 hubs.la/Q03PQ7Vb0 See the latest updates and improvements in StarRocks 4.0, and get your questions answered live!

🤔 JSON is flexible—but slow for analytics. FlatJSON V2 in StarRocks 4.0 separates what’s queried often (stored in a columnar layout) from what isn’t (kept as JSON), then applies StarRocks’ columnar techniques to cut I/O and CPU. See how it works: celerdata.com/blog/starrocks…

🎥 [on-demand] 🔗hubs.la/Q03Q4D1j0 - Missed “Announcing StarRocks 4.0”? Catch the replay of our biggest release yet—faster performance, smarter governance, and deeper integration across real-time analytics, the lakehouse, and AI.

🌟 Join us this Thursday to explore how to secure your Apache Iceberg REST Catalog as adoption scales. 🎟️ hubs.la/Q03Qk4dT0 See how Iceberg’s modern security model works — from OAuth2 token exchange to StarRocks 4.0’s catalog-level access control and JWT authentication.

Huge thanks to Anton for his insightful session at Apache Iceberg Europe in London! Catch the recording: hubs.la/Q03QDJ8D0 We’re heading to DevFest Europe in Hamburg this November 🎟️ hubs.la/Q03QDJ7G0 — excited to connect with our growing community across Europe!

We’re excited to partner with Hewlett Packard Enterprise to power the modern data lakehouse. ⚡ Together, HPE Alletra Storage MP X10000 and CelerData Enterprise (powered by StarRocks) deliver real-time, high-performance analytics at any scale. hubs.la/Q03QDF-v0

Tomorrow’s the day! ⏰ Learn how to secure your Apache Iceberg REST Catalog as adoption scales — with OAuth2, JWTs, and StarRocks 4.0’s new access control. 🎟️ Don’t miss it 👇 hubs.la/Q03QS1fs0

🎉 Our first CelerData/StarRocks monthly newsletter is live — your go-to roundup for feature updates, optimization tips, case studies, and roadmap insights. Inside: StarRocks 4.0, new tutorials, Summit recap, community highlights, and upcoming events. hubs.la/Q03R9qwH0

How do you power dashboards that join over 100 tables and scan 20B rows—yet still respond in under two seconds? That was the challenge facing Celonis. See how they re-engineered their analytics architecture to achieve sub-second process mining performance. hubs.la/Q03Rv53l0

🧊 Join Ron Kapoor tomorrow (Nov 5 @ 3 PM EST) at #OSACON (virtual + free) for Real-Time Customer-Facing Analytics: From Pain to Production. Learn what kills Iceberg performance and how to deliver faster, high-concurrency queries at scale. 🎟️ osacon.io/schedule/

Join us at the Apache Iceberg Meetup in Raleigh on Nov 19! 🎟️ Ron Kapoor (CelerData) will dive into Iceberg’s evolving security model — from OAuth2 and delegated access to multi-tenant authorization for large-scale deployments. hubs.la/Q03SgwYg0

🥱 UA managers waiting 3–10 min for data = stalled decisions. SplitMetrics (Apple Search Ads + analytics) rebuilt its backend: PostgreSQL → StarRocks. ⚡ Results: sub-2s updates, predictable P99s, ~50% lower costs. What broke/changed/repeat👇 hubs.la/Q03SxlMW0

🎉 Hey London data friends! Don’t miss the Fresha Data Streaming Meetup — a chill evening of real-time data, drinks & networking. 💬The Real-Time Data Journey — Connecting Flink, Airflow & StarRocks 🗓 Nov 13 | 6 PM | 📍 Fresha HQ, Old St, London 👉RSVP: hubs.la/Q03SxRyQ0

🔥 Thanks to Yoav Nordmann for the in-depth comparison between ClickHouse and StarRocks — a must-read for anyone building real-time analytics systems. 👉Dive into the full post: hubs.la/Q03SLK130 #RealTimeAnalytics #DataEngineering #OLAP

🇩🇪 Hello Hamburg! Catch Ron Kapoor (CelerData) at the Apache Iceberg Europe Meetup — Real-Time Customer-Facing Analytics: From Pain to Production. Learn the performance pitfalls, fixes for low latency and high concurrency, and key engine tactics! 🎫 RSVP: hubs.la/Q03SVTj90

👀 Crypto data isn’t just “big” — it’s open, noisy, and mission-critical for compliance. Coinbase rebuilt their analytics stack to trace money flows across 10+ blockchains, run joins on 573B+ rows, and keep fraud detection real-time. Full story👇 hubs.la/Q03TlVt-0

🎉 In the season of gratitude, we’re excited to open nominations for the StarRocks Awards 2025! From code to community — blogs, meetups, translations, Q&A, advocacy — every contribution counts. 🗓️ Nominate Nov 17–29 🏆 Winners announced early Dec 👉hubs.la/Q03Trk3c0