Hassle-Free Data Lake Governance: Automating Your Analytics with a Semantic Layer
- 1. Enhance Data Governance with Kyligence Unified Semantic Layer Kyligence 2020.5
- 2. © Kyligence Inc. 2019, Confidential. • What is Unified Semantic Layer • Kyligence Unified Semantic Layer • Demo • Architecture • Q&A Agenda
- 3. © Kyligence Inc. 2019, Confidential. Hive Impala Spark SQL Drill MapReduc e Big Data Platform MPP Data Warehouse Data Mart Tableau Server RDBMS Data Mart SQL Server Analysis Service Excel Tableau Desktop In Memory Aggregations Data Mart Cognos PowerCube Cognos • Siloed Business Logics • Extra IT Infra/Ops Cost • Data Latency • Security Semantic Layers in BI Tools
- 4. © Kyligence Inc. 2019, Confidential. Unified Semantic Layer BI Integration Access Control Enterprise Security Query Engine Model Query Platform Data Sources Excel Tableau Power BI Semantic Layer Cloud DW Parquet ORC Blob Storage CSVSnowflake
- 5. © Kyligence Inc. 2019, Confidential. Apache Kylin TopLevel Apache Project The only open-source OLAP on big data platform BestOpen-Source Big Data Tool InfoWorld’s Bossies (Best of Open Source Software Awards) in 2015 & 2016 Sub-Second Interactive Query Large scale, high concurrency, multi- dimensional, sub-second query latency 1,000+ Organizations Adopted by thousands of organizations globally
- 6. © Kyligence Inc. 2019, Confidential. Kyligence = Kylin + Intelligence • Founded in 2016 by the creators of Apache Kylin • Built around Kylin with augmented AI, enhanced to deliver unprecedented enterprise analytic performance • CRN Top-10 big data startups in 2018 • Global Presence: San Jose, Seattle, New York, Shanghai, Beijing • VCs: Fidelity International, Shunwei Capital, Broadband Capital, Redpoint, Cisco, Coatue Accelerate Critical Business Decisions with AI-Augmented Data Management and Analytics 2016 Founded Pre-A Redpoint Cisco 2017 Series A CBC Shunwei 2018 Series B 8Roads 2019 Series C Coatue
- 7. © Kyligence Inc. 2019, Confidential. Trusted by Enterprises Worldwide
- 8. © Kyligence Inc. 2019, Confidential. Kyligence Unified Semantic Layer BI Integration Access Control Enterprise Security Query Engine Model Query Platform Data Sources Excel Tableau Power BI Semantic Layer Cloud DW Parquet ORC Blob Storage CSVSnowflake Key Features • Defines advanced semantic models on the data lake • Synchronizes semantic models across BI tools • Supports multiple query interfaces
- 9. © Kyligence Inc. 2019, Confidential. Unified Semantic Layer BI Integration Access Control Enterprise Security Query Engine Model Query Platform Data Sources Excel Tableau Power BI Semantic Layer Cloud DW Parquet ORC Blob Storage CSVSnowflake Key Benefits • Single source of truth on the Data Lake • Increased efficiency • Better data governance
- 10. © Kyligence Inc. 2019, Confidential. • Translate technical details into business terminology • Many-to-many relationships • Period-over-period • Hierarchies / Drill-Downs / Roll-Ups • Top-N / Count Distinct Complex Analysis Scenarios
- 11. © Kyligence Inc. 2019, Confidential. Seamless BI Integration • Built-in connector for Power BI: Use Live Connection with big data without importing • Excel Pivot Tables can make a live connection with big data through MDX • Supports popular BI tools (Tableau, Cognos, MicroStrategy . . .) Excel Tableau Power BI
- 12. © Kyligence Inc. 2019, Confidential. DEMO
- 13. © Kyligence Inc. 2019, Confidential. Semantic Layer FinanceMarketing Sales Index AI-Augmented Engine AI-Powered Data Management For Most Valuable Data ANSI SQL MDX REST
- 14. © Kyligence Inc. 2019, Confidential. Complex Business Logic Sync Models to BI Tools Multiple Query Interfaces Centralized Access Control Better supports in the big data and cloud environment Eliminated duplicated modeling efforts Flexible analysis through SQL/MDX/REST Reduced risk of security mis-configuration Value Proposition Common understanding for business users across the enterprise Business Terms
- 15. © Kyligence Inc. 2019, Confidential. Title Originally built to replace Teradata 3 trillion rows of detail 100,000 concurrent users on hand-held devices With millisecond responses Replaced Teradata IBM Cognos replacement From 1,200+ cubes down to 2 cubes Complete replacement of Greenplum eBay Global Top 3 Bank Top Global Insurance Company World’s Largest Credit Card Issuer Title
- 16. © Kyligence Inc. 2019, Confidential. Thank You! @Kyligence | #kyligence Try Free www.kyligence.io Follow Us
Editor's Notes
- #11: 直接在数据模型上扩展，层级、CM、业务语言 支持多对多、星座模型复杂场景 支持MDX、Excel等 支持SQL，内置可视化 -------------------- Scale directly on the data model, hierarchy, calculated measures, business language Supports complex scenarios for many-to-many, constellation models Supports MDX, Excel SQL support, built-in visualization