Patent application number | Description | Published |
20110016354 | FAULT TOLERANT BATCH PROCESSING - Among other aspects disclosed are a method and system for processing a batch of input data in a fault tolerant manner. The method includes reading a batch of input data including a plurality of records from one or more data sources and passing the batch through a dataflow graph. The dataflow graph includes two or more nodes representing components connected by links representing flows of data between the components. At least one but fewer than all of the components includes a checkpoint process for an action performed for each of multiple units of work associated with one or more of the records. The checkpoint process includes opening a checkpoint buffer stored in non-volatile memory at the start of processing for the batch. For each unit of work from the batch, if a result from performing the action for the unit of work was previously saved in the checkpoint buffer, the saved result is used to complete processing of the unit of work without performing the action again. If a result from performing the action for the unit of work is not saved in the checkpoint buffer. The action is performed to complete processing of the unit of work and the result from performing the action is saved in the checkpoint buffer. | 01-20-2011 |
20110078500 | PROCESSING TRANSACTIONS IN GRAPH-BASED APPLICATIONS - A graph-based computation has a plurality of nodes representing graph components connected by one or more links representing data flows between the components. Preparing the computation includes: identifying at least a first set of components to process a plurality of transactions in the computation; and associating with a first transaction a first group of one or more data records and data operations corresponding to the data records, and associating with a second transaction a second group of one or more data records and data operations corresponding to the data records. Executing the computation to process at least the first and second transactions includes delaying execution by the first set of components of a data operation corresponding to an initial data record of the second group until after execution by the first set of components of a data operation corresponding to a final data record of the first group. | 03-31-2011 |
20120216073 | Restarting Processes - Techniques are disclosed that include a computer-implemented method, including storing information related to an initial state of a process upon being initialized, wherein execution of the process includes executing at least one execution phase and upon completion of the executing of the execution phase storing information representative of an end state of the execution phase; aborting execution of the process in response to a predetermined event; and resuming execution of the process from one of the saved initial and end states without needing to shut down the process. | 08-23-2012 |
20120216202 | Restarting Data Processing Systems - Techniques are disclosed that include a computer-implemented method including transmitting a message in response to a predetermined event through a process stage including at least first and second processes being executed as one or more tasks, the message instructing the abortion of the executing of the one or more tasks, and initiating abortion of execution of the one or more tasks by the one or more of the processes on receiving the messages. | 08-23-2012 |
20120311588 | FAULT TOLERANT BATCH PROCESSING - Among other aspects disclosed are a method and system for processing a batch of input data in a fault tolerant manner. The method includes reading a batch of input data including a plurality of records from one or more data sources and passing the batch through a dataflow graph. The dataflow graph includes two or more nodes representing components connected by links representing flows of data between the components. At least one but fewer than all of the components includes a checkpoint process for an action performed for each of multiple units of work associated with one or more of the records. The checkpoint process includes opening a checkpoint buffer stored in non-volatile memory at the start of processing for the batch. | 12-06-2012 |
20140053159 | FAULT TOLERANT BATCH PROCESSING - Among other aspects disclosed are a method and system for processing a batch of input data in a fault tolerant manner. The method includes reading a batch of input data including a plurality of records from one or more data sources and passing the batch through a dataflow graph. The dataflow graph includes two or more nodes representing components connected by links representing flows of data between the components. At least one but fewer than all of the components includes a checkpoint process for an action performed for each of multiple units of work associated with one or more of the records. The checkpoint process includes opening a checkpoint buffer stored in non-volatile memory at the start of processing for the batch. | 02-20-2014 |
20150149503 | PARALLEL ACCESS TO DATA IN A DISTRIBUTED FILE SYSTEM - An approach to parallel access of data from a distributed filesystem provides parallel access to one or more named units (e.g., files) in the filesystem by creating multiple parallel data streams such that all the data of the desired units is partitioned over the multiple streams. In some examples, the multiple streams form multiple inputs to a parallel implementation of a computation system, such as a graph-based computation system, dataflow-based system, and/or a (e.g., relational) database system. | 05-28-2015 |
20150212891 | RESTARTING PROCESSES - Techniques are disclosed that include a computer-implemented method, including storing information related to an initial state of a process upon being initialized, wherein execution of the process includes executing at least one execution phase and upon completion of the executing of the execution phase storing information representative of an end state of the execution phase; aborting execution of the process in response to a predetermined event; and resuming execution of the process from one of the saved initial and end states without needing to shut down the process. | 07-30-2015 |