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Scalable hardware-algorithms for binary prefix sums

Academic Article
Publication Date:
2000
abstract:
In this work, we address the problem of designing efficient and scalable hardware-algorithms for computing the sum and prefix sums of a omega(k)-bit, (k greater than or equal to 2), sequence using as basic building blocks linear arrays of at most omega(2) shift switches, where omega is a small power of 2. An immediate consequence of this feature is that in our designs broadcasts are limited to buses of length at most omega(2). We adopt a VLSI delay model where the "length" of a bus is proportional with the number of devices on the bus. We begin by discussing a hardware-algorithm that computes the sum of a omega(k)-bit binary sequence in the time of 2k - 2 broadcasts, while the corresponding prefix sums can be computed in the time of 3k - 4 broadcasts. Quite remarkably, in spite of the fact that our hardware-algorithm uses only linear arrays of size at most w?, the total number of broadcasts involved is less than three times the number required by an "ideal" design. We then go on to propose a second hardware-algorithm, operating in pipelined fashion, that computes the sum of a k omega(k)-bit binary sequence in the time of 3k + [log(omega) k] - 3 broadcasts. Using this design, the corresponding prefix sums can be computed in the time of 4k + [log(omega) k] - 5 broadcasts.
Iris type:
01.01 Articolo in rivista
Keywords:
Hardware-algorithms; Shift switching; Binary prefix sums; Binary counting; Scalable architectures; Pipelining; Special purpose and application based systems
List of contributors:
Pinotti, MARIA CRISTINA
Handle:
https://iris.cnr.it/handle/20.500.14243/388099
Published in:
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS (PRINT)
Journal
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