Hp hadoop platform
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The HP Hadoop Platform provides high performance and scalability for big data workloads. It offers several components for high throughput processing with MapReduce and TEZ, as well as lower latency querying with Presto. The platform also includes Spark for in-memory computation and machine learning, OpenTSDB for time series data, and Solr for scalable search capabilities.
Hp hadoop platform
- 1. HP Hadoop Platform High Performance – High Throughput and Low Latency
- 2. HP Hadoop Platform Reliable Scalable Cost Effective
- 3. • Execute High through put Transformations • High Reliability and fault tolerance • MR Engine for High Throughput • TEZ for faster response • Hive - High Productivity for SQL Developers • Pig – Flow visualization makes understanding easy • Pig and Hive Integration using HCatalog HP Hadoop Platform Hive/Pig– High Throughput Queries
- 4. • Presto is in-memory based- stores query results in memory and subsequent operations on query result are faster. • Presto works on top of HDFS and YARN • Leverages Hive Meta store • Offers flexibility in deployment- Can be deployed on few nodes in cluster • HDP Certified release available HP Hadoop Platform Presto – Low Latency Queries
- 5. • HDFS Storage– Data Locality. Suited for Lambda architecture • On top of HBase/Big Table columnar storage • Consistency in CAP theorem • Linear Scalability • HTTP API for pulling Readings. • Write with millisecond precision • Integrates with Visualization tools OpenTSDB – Time Series Solution HP Hadoop Platform
- 6. • In Memory computation engine • 100x faster than MapReduce. • Ships with ML Lib – Machine Learning Library • Usable with Scala/Python/R/Java • Integrates with Kafka, Hive SQL, OpenTSDb • GraphX/Graph Frame – Graph Query Capabilities HP Hadoop Platform Spark – Speed up Computation and ML
- 7. • Supported on Hortonworks Platform • Based on Lucene Search engine • HDFS Storage – Scalable storage • Solr Cloud - Distributed architecture • Near Real-Time Indexing • Phonetic Matching supported HP Hadoop Platform Solr Indexing – Scalable Search