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Respectively, loading of tweets was implemented to Spark with TCP sockets.
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A Spark based distributed algorithm Adaptive-Miner is implemented to mine frequent patterns from large datasets.
In practice, caching was implemented with Spark's broadcast variables.
For many classes support for the Hadoop MapReduce (hadoop.apache.org) and Apache Spark (spark.apache.org) frameworks for cluster computing was implemented.
However, when sentiment analysis algorithm was implemented as a UDF (with an inverted index), AsterixDB had ~11× throughput in comparison to Spark.
The spark setting obtained from the controller was implemented on all 4 cylinders of the engine.
The system is implemented using Spark GraphX tool at the top of the Hadoop parallel nodes to generate and process graphs with near real-time.
Hail is implemented using Spark and Parquet.
Also, separate testers were implemented for Spark (Spark client impl).
MetaSpark is one of these sequence aligners which is implemented on Spark [40].
The author claims that it outperforms PFP algorithm when both are implemented on Spark.
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