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Also, the effect of Cassandra was studied, by executing stream processing with Spark streaming without a database.
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Modern embedded multi-processors can execute several stream processing applications concurrently.
The CUDA model operates by launching blocks of threads that are executed on stream multiprocessors (SMs) concurrently.
The software platforms for smart cities should offer high performance computing capabilities, be optimized for the hardware being used, is stable and reliable for the different data-intensive applications being executed, supports stream processing, provides a high-levels of fault resilience, and is supported by a well-trained and capable team and vendor.
Table 3 shows the runtimes for executing Bowtie in streaming and non-streaming modes using computer clusters of variable size.
This paper describes our ongoing work developing the Stanford Stream Data Manager (STREAM), a system for executing continuous queries over multiple continuous data streams.
People were just thinking of clever ideas and having other people execute them". This stream of cold cleverness stood in stark contrast to the vibrant, personal, pulsing works being produced on the outside.
We consider the problem of executing queries over these data streams, posed at the root of the hierarchy.
The parents had sworn not to withdraw their children from school beyond the testing periods, so executing the boycott required a constant stream of minivans to pick children up, shuttle them to designated homes and then return them.
TwitterAnalysis component is executed in Spark Streaming [42] environment.
The predictions were performed with k-NN algorithm executed using data streams.
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