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This is still one predicate because all the comparisons are for a single attributeYou can use the operators AND and OR to separate comparisonsThe order of comparison evaluation is from left to right within a predicate Specify comparison grouping using parenthesis, as follows:

import javaio*; // 4, Listing 4 public class OutputStreamToWriterDemo { public static void main(String args[]) { try { // Get the output stream representing standard // output OutputStream output = Systemout; // Create an OutputStreamWriter OutputStreamWriter writer = new OutputStreamWriter (output); // Write to standard output using a writer writerwrite ("Hello world"); // Flush and close the writer, to ensure it is // written writerflush(); writerclose(); } catch (IOException ioe) { Systemerrprintln ("I/O error : " + ioe); } } } OutputStreamWriter class The code to convert from an output stream to a writer is

Figure 48 Data dependencies in the heat-equation problem Solid boxes indicate the element being updated; shaded boxes the elements containing needed data

WHERE date LIKE '200%' OR (date > '1989' AND date <= '1993')

Purpose of Writer Buffers write requests, like a BufferedOutputStream Abstract class for developing filter writers Provides convenient PrintStream-like functionality

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[FJL 88 + ], the matrices can be decomposed into blocks The summations in the definition of matrix multiplication are likewise organized into blocks, allowing us to write a blockwise matrix multiplication equation Equation 43

The code is fairly self-explanatory We start by connecting an OutputStreamWriter to standard output (represented by Systemout) Next, we write a line of text using our writer, and then flush the buffer so it is written to the user's screen Running OutputStreamToWriterDemo Running this example is simple To run the example, use:

The SimpleDB query engine uses the full predicate to filter the target attribute values Only items where the target attribute values match the full predicate are returned The WHERE clause can contain more than one predicateAdditional predicates are formed by including comparisons for different attributes, as follows:

where at each step in the summation, we compute the matrix product Aik Bkj and add it to the running matrix sum This equation immediately implies a solution in terms of the Geometric Decomposition pattern; that is, one in which the algorithm is based on decomposing the data structure into chunks (square blocks here) that can be operated on concurrently To help visualize this algorithm more clearly, consider the case where we decompose all three matrices into square blocks with each task "owning" corresponding blocks of A, B, and C Each task will run through the sum over k to compute its block of C, with tasks receiving blocks from other tasks as needed In Fig 49, we illustrate two steps in this process showing a block being updated (the solid block) and the matrix blocks required at two different steps (the shaded blocks), where blocks of the A matrix are passed across a row and blocks of the B matrix are passed around a column

Table 4-8 shows writers that act as a filter, by connecting to an existing writer stream and providing different functionality Strangely enough, there are no FilterWriter subclasses, but as the other classes perform filter-like functionality, they have been grouped together in the table 4481 BufferedWriter Class The BufferedWriter is used to improve system performance, by buffering write requests together This can make for a more efficient system, as I/O-bound operations are notoriously slow (particularly when dealing with networking streams, which are several orders of magnitude slower than, say, a file stream) By reducing the number of writes and grouping them together, I/O efficiency is improved Constructors

WHERE date LIKE '200%' OR (date > '1988' AND date <= '1993') AND `last-name` = 'Bush'

BufferedWriter(Writer writer) creates a buffered writer, con-nected to the specified writer Write requests will be buffered, to improve efficiency To send all queued data, the flush() method should be invoked BufferedWriter(Writer writer int bufferSize) throws javalangIllegalArgumentException creates a buffered writer, with a buffer of the specified size The size must be greater than or equal to 1

Figure 49 Data dependencies in the matrix-multiplication problem Solid boxes indicate the "chunk" being updated (C); shaded boxes indicate the chunks of A (row) and B (column) required to update C at each of the two steps

Methods The BufferedWriter class defines no new methods 4482 FilterWriter Class Developers creating custom filter classes should extend this class, rather than extending the javaioWriter class It provides no additional functionality, but may be used as a template on which filters can be constructed Constructors

To exploit the potential concurrency in the problem, we must assign chunks of the decomposed data structure to UEs Ideally, we want to do this in a way that is simple, portable, scalable, and efficient As noted in Section 41, however, these goals may conflict A key consideration is balancing the load, that is, ensuring that all UEs have roughly the same amount of work to do We must also ensure that the data required for the update of each chunk is present when

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