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New SQL: An Alternative to NoSQL and Old SQL for New OLTP Apps An Article by Mike StoneBraker June 16, 2011, http://cacm.acm.org/http://cacm.acm.org/ Group 18 Asmaa ElBadrawy Sundaram T R
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Motivation Old OLTP requirements: ▫Historically, OLTP was performed by customers submitting traditional transactions to a relational DBMS. ▫Enterprises used ETL products to convert OLTP data to a common format and load into data warehouse for performing business analysis. ▫Data warehouse activity rarely shared machine resources with OLTP because of lock contention in the DBMS and because business intelligence (BI) queries were so resource-heavy that they got in the way of timely responses to transactions.
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Motivation New OLTP requirements: ▫The transactions are increasing day by day. Good throughput has to be maintained even with the increase in transactions (e.g web and smart phones) ▫Need for real-time analytics. (e.g a Web property wants to know the no. of current users playing its game) Picture from VoltDB.com
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New OLTP Deployment Deployment Options: ▫Three different Query languages: Traditional SQL NoSQL NewSQL
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New OLTP Deployment (cont’d) Traditional SQL: ▫The workload experienced by New OLTP may exceed the capabilities of Old SQL solutions. ▫Data warehouses are typically stale by tens of minutes to hours. So real-time analytics very difficult with old SQL. Not ideal for New OLTP requirements.
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New OLTP Deployment (cont’d) NoSQL: ▫Overcomes workload problems in old SQL ▫Provides Scalability and high performance Achieved through relaxing or eliminating transaction support and moving back to a low-level DBMS interface. ▫Downside: Pushes ACID properties to applications where they are far harder to solve. The absence of SQL makes queries a lot of work.
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New OLTP Deployment (cont’d) NewSQL: ▫SQL-like, but not SQL. ▫Implemented such that it is easy to use. ▫Not so complex as SQL SQL not standardized or simplified. It is considered that object databases are not the future. ▫Available Converters to migrate SQL based applications to NewSQL. So old applications based on SQL are not affected. ▫Has java-like data types which are easier for developers. ▫Supports advanced data types like arrays.
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New OLTP Deployment (cont’d) NewSQL: ▫Compared to the earlier options: Preserves SQL features Offers high performance and scalability Preserves the traditional ACID properties for transactions. ▫Capabilities these systems should support: Should be equally capable of high throughput as the NoSQL solutions, without the need for application-level consistency code. Should preserve the high-level language query capabilities of SQL.
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A Comparison of old and NewSQL
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NewSQL Commercial Use Clustrix ▫Distributed systems-based database solutions. NimbusDB ▫Provides very fast transactional database solutions VoltDB ▫Provides a “blazingly fast” relational database system. real-time feeds, sensor-driven data streams, micro-transactions, low-latency trading systems
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Relevance to course Chapter 21: ▫OLTP Chapter 29: ▫Data warehouses
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References “New SQL: An Alternative to NoSQL and Old SQL for New OLTP Apps”, Michael Stonebraker, June 16, 2011, http://cacm.acm.org/browse-by-subject/data-storage-and- retrieval/109710-new-sql-an-alternative-to-nosql-and-old- sql-for-new-oltp-apps/fulltext. http://cacm.acm.org/browse-by-subject/data-storage-and- retrieval/109710-new-sql-an-alternative-to-nosql-and-old- sql-for-new-oltp-apps/fulltext “NewSQL Project”, Source Forge, http://newsql.sourceforge.net/ http://newsql.sourceforge.net/ “'NewSQL' Could Combine the Best of SQL and NoSQL”, Joab Jackson, IDG News, PCWorld, http://www.pcworld.com/businesscenter/article/238728/ne wsql_could_combine_the_best_of_sql_and_nosql.html http://www.pcworld.com/businesscenter/article/238728/ne wsql_could_combine_the_best_of_sql_and_nosql.html “The NewSQL Database You'll Never Outgrow”, VoltDB, http://voltdb.com/our-story/about-voltdb http://voltdb.com/our-story/about-voltdb
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