Integrations Journal

 

 



MongoDB Aims Developer Adoption With New Aggregation Framework


Written by  Sudheer Raju | 05 September 2012
E-mail PDF

mongodbWhile the argument of SQL vs NoSQL databases has been ongoing from years, companies have started to realize the benefits of NoSQL mode of data storage and retrieval. Thanks to saturated market of NoSQL databases, the adoption of nosql has rocketed in the recent past. This is exactly where 10Gen has shifted its focus for its NoSQL product MongoDB targeting developer adoption by releasing enhancements that include an advanced aggregation framework, new multi-data center deployment features as well as 600 more developer friendly features.

The key feature that is new in MongoDB 2.2 is the "aggregation framework". This framework enables real-time queries on data, simplifies reporting and provides the foundation for real-time analytics. 10Gen claims MongoDB 2.2 can accelerate performance of analytics and reporting up to 80 percent compared to using MapReduce and offers new operators, new expressions and a pipeline-processing framework.

MongoDB 2.2 now offers tag-aware sharding and replication to enable location-aware data storage policies for improved performance in wide-area multi-data center configurations as well as facilitation of other use cases such as use of heterogeneous hardware tailored to different document types. The first change is a standardization of read preferences across all drivers and sharded (i.e. mongos) interfaces. The second is the addition of “tag aware sharding,” which makes it possible to ensure that data in a geographically distributed sharded cluster is always closest to the application that will use that data the most.

One another crucial feature within the new release is improved locking mechanism, where it now removes global lock on mongod process instead the locking can now be per database. Users will see improved performance for workloads and deployments that require frequent disk I/O operations. Other operational and functional enhancements include time-to-live (TTL) collections, query optimizer improvements, Windows service support, better performance with Windows Server, better usage of heterogeneous hardware and reduced space fragmentation.

“MongoDB 2.2 has been a huge effort to make the database even easier to use and operate,” says Eliot Horowitz, 10gen co-founder and CTO. “We think that moving to NoSQL should make you a more productive software engineer, and features like the aggregation framework deliver on that promise.”

You may register for 10gen’s free online conference on September 20th, 2012 For a live introduction to MongoDB 2.2 that will feature co-founders Dwight Merriman and Eliot Horowitz, and directors of solutions architecture Edouard Servan-Schreiber and Kevin Matulef.

Sudheer Raju

Sudheer Raju

Founder of ToolsJournal, a technology journal on software tools and services. Sudheer has overall accountability for the webiste product development and is responsible for Sales and Marketing. With a flair to write, Sudheer himself writes for toolsjournal across all journal categories.


blog comments powered by Disqus