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Graefe, Goetz, “Encapsulation of Parallelism in the Volcano Query Processing System ; CU-CS” (). Computer Science Technical Reports. Encapsulation of parallelism in the volcano query processing system – Graefe ‘ You may have picked up on the throwaway line in the Impala. Encapsulation of Parallelism in the Volcano Query Processing System (). The Volcano query processing system uses the operator model of query.

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Encapsulation of parallelism in the Volcano query processing system | the morning paper

All operators are designed and coded as if they were meant for a single-process system only. Notify me of new comments via email. Given this, the way that Volcano introduces parallelism is very simple: This mode of operation also makes flow control obsolete.

ShahParallelixm M. Learn how your comment data is processed. A propagation tree then forks the other processes needed one per partition: By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy PolicyTerms of Serviceand Dataset License.

Bushy parallelism is also implemented via simple exchange operator insertion: Notify pqrallelism of new posts via email. A propagation tree then forks the other processes needed one per partition:. When we changed our initial implementation from forking all producer processes by the master to using a propagation tree scheme, we observed significant performance improvements.


Post was not sent – check your email addresses! You are commenting uqery your WordPress. The module responsible for parallel execution and synchronization is the exchange iterator.

This removes some communication overhead. The next operation requests records from its input tree, possibly sending them off to other processes in the group, until a record for its own partition is found. In such a scheme, the master forks one slave, then both fork a new slave each, then encapsulaton four fork a new slave each, etc.

Thus, the two sort operations are working in parallel. Parallel computing Dataflow Parallel database. For intra-operator parallelism a process group operates on partitions in parallel.

You may have picked up on the throwaway line in the Impala paper: Topics Discussed in This Paper. This paper has citations. Therefore, if the producers are in danger of overrunning the consumers, none of the producer operators gets scheduled, and the consumers consume the available records.

“Encapsulation of Parallelism in the Volcano Query Processing System ; ” by Goetz Graefe

The Morning Paper delivered straight to your inbox. The iterators support a simple open-next-close protocol. Citation Statistics Citations 0 10 20 30 ’90 ’96 ’03 ’10 ‘ Fill in your details below or click an icon to log in: Notice that it is an iterator with open, next, and close procedures; therefore, it can be inserted at any one place or at multiple places in a complex query tree.


Bushy parallelism can easily be implemented by inserting one or two exchange operators into a query tree. Enterprise Database Applications and the Cloud: Run-time adaptation in river Remzi H. You are commenting using your Twitter account. The uniform interface between operators makes Volcano extensible by new operators. The key benefit of the exchange operator technique is that is allows query processing algorithms to be coded for single-process execution but run in a highly parallel environment without modifications.

Encapsulation of parallelism in the Volcano query processing system

You are commenting using your Facebook account. When the exchange operator is opened, it does not fork any processes but establishes a communication port for data exchange. For pipelined parallelism, the open procedure of the exchange operator forks a new process, with the parent process acting as the consumer, and the child process as the producer.

Citations Publications citing this paper. An operator does not need to know what kind of operator produces its input, and whether its input ejcapsulation from a complex query or from a simple file scan. A variation on processihg theme was implemented as part of a parallel sort algorithm: A uniform interface between operators, e.