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Spark A to Z

Spark A to Z Simplicity, Flexibility and Performance are the major advantages of using Spark . Criteria Hadoop MapReduce Apache Spark Memory  Does not leverage the memory of the hadoop cluster to maximum. Let's save data on memory with the use of RDD's. Disk usage MapReduce is disk oriented. Spark caches data in-memory and ensures low latency. Processing Only batch processing is supported Supports real-time processing through spark streaming. Installation Is bound to hadoop. Is not bound to Hadoop. ·  Spark is 100 times faster than Hadoop for big data processing as it stores the data in-memory, by placing it in Resilient Distributed Databases (RDD). ·  Spark is easier to program as it comes with an interactive mode. ·  It provides complete recovery using lineage graph whenever something goes wrong. high availability in Apache Spark ·  Implementing single node recovery with local file system ·  Using Sta...
10.9% of Android devices run OS 4.0 Ice Cream Sandwich By  Ian Hardy  on July 3, 2012 at 8:01am in  Mobile News Google introduced Android OS 4.0 Ice Cream Sandwich on October 18th. Now, almost 9 months later, the OS has officially reached double diget numbers when it comes to the percentage of Android devices running a particular version. According to the Android Developers site ICS now powers 10.9% of device,  up from 7.1% a month ago . This increase is probably from all the new 4.0 powered devices, such as the HTC One X, One S and One V, plus the Samsung Galaxy S III. Unfortunately the OS that still has the lions share users is the 15-month old 2.3 Gingerbread with 64%, dropping 1% over last month. Cupcake (v1.5) and Donut (v1.6) continue to drop off the face of the world and now represent a combined percentage of 0.7%. Next month should be better for Ice Cream Sandwich numbers, plus we’ll probably see first stats on OS 4.1 Jelly Bean – which will be comin...
microsoft surface microsoft surface price With its Windows business facing increasing competition thanks to a dizzying array of consumer devices like Apple's iPhone and tablet computers running on Google's Android operating system,  Microsoft  is placing its bets on its own hardware and software with the "Surface". How can the software giant distinguish its yet-to-be-released  tablet computer ? Some analysts believe price could be the difference. "The company did not disclose any pricing details, but said that pricing will be competitive with a comparable ARM tablet and Intel Ultrabook," Deutsche Bank Securities analysts said in a research note last week. "However, we believe that with its own device and with control on pricing, MSFT will be able to better use price as a competitive differentiator." Nonetheless, if a recent report proves to be accurate, Microsoft's tablet computer -- particularly its higher-end version -- prob...