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four columns correspond to models tted over 12 hour time periods while the fth column corresponds to models tted over the whole dataset. It is rather interesting to note the huge variations in the value of the discrepancy for all models except the Weibull one. This is another indication that only the Weibull and none of the other models yields a satisfying t even over the different time periods.



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Losing a network endpoint because of a router or server crash is an extreme case. More frequently, you ll find network connections between application and data service provider slowed by congestion or server load, causing the lower levels of the network stack to run through their timeout and retransmission algorithms. The TCP part of TCP/IP guarantees that transmitted bytes get to the destination in the order in which they were sent, without data loss; often this requires resending data in smaller chunks, or retransmitting pieces that were dropped in transit because of overloaded network equipment. Application reliability bumps into network reliability when you have an application that manages its own timeouts and retransmissions. NFS over UDP is an example; if the NFS client code believes that a request has been lost because no reply was received within a timeout window, it retransmits the request. The NFS server understands how to deal with duplicate requests, a





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I am unable to scan from the X4650, when I try I get a message ... then said I required OCR software to continue (which is only available on the ...

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So much data, so little time. Web behavioral data Customer satisfaction data Business outcome data Competitive data Social interaction data Financial data Demographic data Psychographic data Technographic data If and when all of this can be dropped into the hopper and correlated, the ability to cater to individuals and send the right message to the right person at the right time becomes an absolute necessity. Make no mistake, this is going to be painful. This is heavy lifting or, as the technical team likes to describe it, nontrivial. In the words of David Weinberger, The universe is analog, messy, complex and subject to many interpretations. Companies like Unica (www.unica.com) and Teradata (www.teradata.com) are coming at the problem from the marketing management and the data management side,

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definite possibility when you are dealing with a client that retransmits without knowing whether or not the original (or previous) request was received Applications that set their own dead man timers may run into reliability problems when they use TCP connections to back-end data services, because TCP guarantees delivery of bytes written to a socket The TCP stack manages the buffering of data and retransmission of segments to achieve this promise You run into application problems when the timeout values selected by developers are too short relative to the latency experienced on the application s network Running in a data center environment, with well-managed networks and closely watched routers, this shouldn t be an issue; but with clients on the Internet at large, possibly separated from the server by 100 to 200 milliseconds of network latency, you may run into dueling timeouts Figure 13.

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2 illustrates this problem on a time line At time t0, the application sends a full buffer of data With a slow network, TCP experiences timeouts waiting for an acknowledgment from the receiving end at time t1, and the TCP stack begins to fragment it into smaller packets for delivery, adjusting the transmit window to accommodate network latency and congestion By time t2, TCP is still busy pushing data through the network, but the application has grown impatient Having decided that the other end must have disconnected or otherwise dropped data, the application establishes a new socket connection (TCP socket #2) and retransmits the data In reality, the original buffer of data was still in flight to the receiving end when the application timed out because the effective network latency was long compared to the application s choice of a reasonable timeout.

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The process may be repeated at time t3, and with sufficient network latency, the transmitting end may never successfully complete a round-trip data exchange with the far side because it times out (and stops waiting for a corresponding reply) before the request even crosses the network Result: Your application appears to hang..

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TCP/IP Socket #2 TCP/IP Socket #1

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while companies like Omniture (www.omniture.com) are coming at it from the web analytics side, and those like Webtrends (www.webtrends.com) are coming at it from the best-of-breed, systems integration-through-sharing side. But the data are messy. It s going to take time to collect, cleanse, synchronize, correlate, and gain insight from all of these sources, and while you re at it, new things are going to come along that will knock your socks off. Some are here already.

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Open a PDF file containing a scanned image in Acrobat. Click on the Edit PDF tool in the right pane. Acrobat automatically applies optical character recognition (OCR) to your document and converts it to a fully editable copy of your PDF. Click the text element you wish to edit and start typing.

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