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IMCSummit 2015 - Day 2 Developer Track - Anatomy of an In-Memory Data Fabric: JCache and Beyond
The document provides an overview of Apache Ignite, an in-memory data fabric that supports diverse applications, high performance, and seamless integration. It discusses features such as advanced clustering, data grids, compute grids, and real-time analytics, emphasizing its compatibility with cloud services and existing data sources. Additionally, it highlights the differences between Apache Ignite and GridGain enterprise editions, focusing on their respective capabilities and support options.
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IMCSummit 2015 - Day 2 Developer Track - Anatomy of an In-Memory Data Fabric: JCache and Beyond
- 1. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. DMITRIY SETRAKYAN Founder, PPMC Apache IgniteTM (Incubating) -‐ In-‐Memory Data Fabric Fast Data Meets Open Source http://www.ignite.incubator.apache.org @apacheignite @dsetrakyan
- 2. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. Agenda • About In-‐Memory Computing • Apache Ignite (tm) In-‐Memory Data Fabric • Advanced Clustering • Data Grid • Compute Grid • Service Grid • Ignite For Analytics • Streaming & CEP • Share State Across Spark Jobs • In-‐Memory MapReduce • Interactive SQL • DevOps: Yarn and Mesos • Q & A
- 3. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. Apache IgniteTM In-‐Memory Data Fabric: Strategic Approach to IMC • Supports Applications of various types and languages • Open Source – Apache 2.0 • Simple Java APIs • 1 JAR Dependency • High Performance & Scale • Automatic Fault Tolerance • Management/Monitoring • Runs on Commodity Hardware • Supports existing & new data sources • No need to rip & replace
- 4. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. In-‐Memory Data Fabric: More Than Data Grid
- 5. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. • Automatic Discovery – Simple Configuration – AWS/EC2/S3 – Google Compute Engine (NEW) – Other Clouds with JClouds (NEW) • Docker Support – Automatically Build and Deploy Apache Ignite: Better Cloud Support
- 6. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. • JCache (JSR 107) – Basic Cache Operations – ConcurrentMap APIs – Collocated Processing (EntryProcessor) – Events and Metrics – Pluggable Persistence • Ignite Data Grid – ACID Transactions – SQL Queries (ANSI 99) – In-‐Memory Indexes – Automatic RDBMS Integration Data Grid: JCache (JSR 107)
- 7. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. Data Grid: Partitioned Cache
- 8. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. Data Grid: Replicated Cache
- 9. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. • Unlimited Vertical Scale • Avoid Java Garbage Collection Pauses • Small On-‐Heap Footprint • Large Off-‐Heap Footprint • Off-‐Heap Indexes • Full RAM Utilization • Simple Configuration Data Grid: Off-‐Heap Memory
- 10. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. • ANSI-‐99 SQL • Always Consistent • Fault Tolerant • In-‐Memory Indexes (On-‐Heap and Off-‐Heap) • Automatic Group By, Aggregations, Sorting • Cross-‐Cache Joins, Unions, etc. • Ad-‐Hoc SQL Support Data Grid: Ad-‐Hoc SQL (ANSI 99)
- 11. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. SQL Cross-‐Cache JOIN Example
- 12. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. SQL Cross-‐Cache GROUP BY Example
- 13. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. • Direct API for MapReduce • Direct API for ForkJoin • Zero Deployment • Cron-‐like Task Scheduling • State Checkpoints • Load Balancing • Automatic Failover • Full Cluster Management • Pluggable SPI Design In-‐Memory Compute Grid
- 14. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. • Streaming Data Never Ends • Branching Pipelines • Pluggable Routing • Sliding Windows for CEP/Continuous Query • SQL Queries (ANSI 99) • Query Across Sliding Windows • Real Time Analysis In-‐Memory Streaming and CEP
- 15. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. • Singletons on the Cluster – Cluster Singleton – Node Singleton – Key Singleton • Distribute any Data Structure – Available Anywhere on the Grid – Access Anywhere via Proxies • Guaranteed Availability – Auto Redeployment in Case of Failures In-‐Memory Service Grid
- 16. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. Apache Ignite for BI and Analytics
- 17. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. • Automatic Resource Management • Easy Data Center Installation • Easy Data Center Configuration • On-‐Demand Elasticity DevOps: Integration with Yarn and Mesos
- 18. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. • IgniteRDD – Share RDD across jobs on the host – Share RDD across jobs in the application – Share RDD globally • Faster SQL – In-‐Memory Indexes – SQL on top of Shared RDD Share RDDs Across Spark Jobs
- 19. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. • Ignite In-‐Memory File System (IGFS) – Hadoop-‐compliant – Easy to Install – On-‐Heap and Off-‐Heap – Caching Layer for HDFS – Write-‐through and Read-‐through HDFS – Performance Boost Ignite In-‐Memory File System
- 20. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. Ignite In-‐Memory Map Reduce • In-‐Memory Native Performance • Zero Code Change • Use existing MR code • Use existing Hive queries • No Name Node • No Network Noise • In-‐Process Data Colocation • Eager Push Scheduling
- 21. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. Interactive SQL with Apache Zeppelin
- 22. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. GridGain Enterprise & Apache Ignite Comparison Chart GridGain Enterprise Subscriptions include the following during the term of the subscription: > Right to use GridGain Enterprise Edition > Bug fixes, patches, updates and upgrades > 9x5 or 24x7 Support > Ability to procure Training and Consulting Services from GridGain > Confidence and protection, not provided under Open Source licensing, that only a commercial vendor can provide, such as indemnification Features Apache Ignite Enterprise Edition In-Memory Data Grid ✓ CHECK ✓ In-Memory Compute Grid ✓ ✓ Real-Time Streaming & CEP ✓ ✓ Hadoop Acceleration ✓ ✓ Management & Monitoring GUI ✓ Portable Objects ✓ .Net and C++ APIs ✓ Enterprise-grade Security ✓ Network Segmentation Protection ✓ Local Restartable Store ✓ Rolling Production Updates ✓ Datacenter Replication ✓ 9x5 and 24x7 Support ✓ Long Term Support & Patches ✓
- 23. Apache®, Apache Ignite, Ignite®, and the Apache Ignite logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. ANY QUESTIONS? Thank you for joining us. Follow the conversation. http://www.ignite.incubator.apache.org @apacheignite @dsetrakyan