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In Section 934 we discussed how data redundancy can be introduced among the servers to support server-level fault tolerance The redundant data enable the receiver to mask a server failure by computing lost stripe units stored in the failed server from the parity units together with the remaining stripe units Using concepts similar to Forward Error Correction (FEC), the servers can send redundant data along with normal data to the receiver at all times In this way, the receiver can recover lost packets using the received data together with the redundant data This approach can be extended to parallel video servers to recover stripe units lost in failed servers FEC has the distinct advantage that the receiver does not need to detect a server failure As redundant data are always transmitted and received by the receiver, lost stripe units can readily be recovered if a server fails.

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However, like the case in network communications, FEC incurs constant transmission overhead even when no server fails According to coding theory, we need one redundant symbol for every lost symbol we want to recover Therefore, if we use K to denote the number of lost symbols we want to recover per parity group (or stripe), the transmission overhead will be K /(N S K ) Note that this overhead could become signi cant for systems having a small number of servers, or a high level of redundancies Alternatively, for redundancy levels larger than one (ie, K > 1), we can adopt a Progressive Redundancy Transmission (PRT) algorithm to reduce the transmission overhead Speci cally, PRT initially does not transmit all available redundant data but only a portion of them.

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When a server failure is detected, PRT dynamically requests the servers to begin transmitting an additional redundant unit per stripe For example, let K = 3, then the system can be con gured to initially transmit only one redundant unit When a server fails, the system will be able to mask the failure immediately using the available redundant unit At the same time the remaining servers will begin transmitting one more redundant unit per stripe to prepare for a second server failure, and so on As servers seldom fail simultaneously (unless hit by natural disasters), this PRT algorithm can keep the transmission overhead low while still allowing the system to survive multiple server failures The challenge in PRT is to devise a way to detect server failures quickly and reliably.

The detection method must be quick enough to ensure that video playback continuity can be sustained while the system request redundant data for recovery On the other hand, the detection method must not generate too many false alarms to avoid sending unnecessary many redundant data to the clients In 14 we take a closer look of FEC and PRT by modeling their availability to quantify the tradeoffs..

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