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    Home Database
    • Database

    Deep Engine Brings Enterprise-Level Performance to MySQL Databases

    By
    Frank J. Ohlhorst
    -
    April 24, 2015
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      1Deep Engine Brings Enterprise-Level Performance to MySQL Databases

      Deep Engine Brings Enterprise-Level Performance to MySQL Databases

      By Frank Ohlhorst

      2Deep Engine Operates at the Kernel Level

      Deep Engine Operates at the Kernel Level

      Deep Engine is much more than a simple storage engine. The technology interacts at the kernel level of the database to empower its algorithms to use machine learning techniques, thus creating an environment that is adaptive and predictive for record retrieval.

      3Deep Engine Delivers Significant Performance Gains

      Deep Engine Delivers Significant Performance Gains

      Indexed Insertion Benchmark (iiBench) testing shows that pedestrian database functions, such as row insertion and reindexing, experience a 64-fold increase in performance when compared with innoDB, the native storage engine for MySQL.

      4It Also Improve Data Ingestion Tasks

      It Also Improve  Data Ingestion Tasks

      Deep Engine brings performance improvements to standardized tasks, such as data ingestion, which is a common occurrence for building big data sets. Deep’s integrated heuristics and machine learning capabilities, along with support for multiple threads, increase parallel data importation by more than 20 times.

      5Deep Engine Speeds Up MySQL Query Results

      Deep Engine Speeds Up MySQL Query Results

      Deep Engine brings as much as a twofold performance increase to MySQL queries. Several technologies combine to make that possible, including multiple threads, faster decompression and predictive integrated analytics, which over time learn the shortest path to the data.

      6Deep Engine Improves Compression, Decompression Performance

      Deep Engine Improves Compression, Decompression Performance

      Deep Engine increases compression/decompression events by leveraging a multi-threaded kernel, as well as new compression algorithms that can increase both the level of compression and the speed at which compression and decompression events occur.

      7Transaction-Based Reads and Writes

      Transaction-Based Reads and Writes

      In the real world, database performance ultimately comes down to transaction processing speed. Here, Deep Engine’s use of machine learning heuristics brings self-tuning capabilities to MySQL, which when combined with improved compression and multiple threads along with advanced caching can bring significant transactional performance improvements to very large MySQL databases.

      8Meeting the Demands of IoT Analytics

      Meeting the Demands of IoT Analytics

      The Internet of things (IoT) will potentially bring billions of devices and associated logs into data analytics scenarios. Deep Engine enables MySQL to create rows faster and retrieve information more quickly than InnoDB, bringing the ability to deal with trillions of rows of data to support very large IoT analytical projects, such as worldwide sensor placements or scientific and meteorological research chores.

      9Deep Engine Brings Enterprise Performance to MySQL

      Deep Engine Brings Enterprise Performance to MySQL

      MySQL deployed on infrastructure-as-a-service (IaaS) platforms is traditionally limited by single thread processing. With Deep Engine, multiple threads allow MySQL to outperform enterprise-grade hosted solutions, such as Amazon RDS (Relational Database Service).

      10IBM IaaS Platforms Offer Enhanced Performance With Deep & MySQL

      IBM IaaS Platforms Offer Enhanced Performance With Deep & MySQL

      Deep Engine enables MySQL to leverage IBM and Zenith IaaS platforms using bare metal server implementations. The combination of hosted platforms along with bare metal servers allows Deep Engine to bring enterprise-level performance to MySQL, while still outperforming fully hosted Amazon RDS implementations.

      11Deep Engine Increases Value of MySQL Databases

      Deep Engine Increases Value of MySQL Databases

      Performance testing shows that Deep Engine brings increased value to MySQL databases by helping to reduce storage needs while increasing performance and offering higher scale. Deep Engine accomplishes all of that with an easy-to-install plug-in that can be used in conjunction with existing storage engines or used as a replacement for a storage engine.

      PrevNext

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