Coding for distributed computation
Abstract
The author describes analogous coding theorems for the more general, interactive, communications required in computation. In this case the bits transmitted in the protocol are not known to the processors in advance but are determined dynamically. First he shows that any interactive protocol of length T between two processors connected by a noiseless channel can be simulated, if the channel is noisy (a binary symmetric channel of capacity C), in time proportional to T 1/C, and with error probability exponentially small in T. He then shows that this result can be extended to arbitrary distributed network protocols. He shows that any distributed protocol which runs in time T on a network of degree d having noiseless communication channels, can, if the channels are in fact noisy, be simulated on that network in time proportional to T 1/C log d. The probability of failure of the protocol is exponentially small in T.
Additional Information
© 1994 IEEE. Date of Current Version: 06 August 2002. Research supported by an NSF Mathematical Sciences Postdoctoral Fellowship.Attached Files
Published - SCHUwits94.pdf
Files
SCHUwits94.pdf
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- 29427
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- CaltechAUTHORS:20120223-084134446
Funding
- NSF Mathematical Sciences Postdoctoral Fellowship
Dates
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2012-02-23Created from EPrint's datestamp field
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2021-11-09Created from EPrint's last_modified field
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- Other Numbering System Identifier
- 5111909