With all the data ‘centralized’ in a decentralized way, we also want to be able to compute over our private data. If we combine all the health apps together with our groceries we might be able to get tailored advise over our data. Therefore we need to be able to compute over our data.
We can use Bacalhau to provide the computation over the data, in linkage with our data collection we are able to generate computate datasets. Within this process we need to find a way to share this data with the bacalhau system and retrieve it in a encrypted way. One way to do this, is providing a token that can be used one time by a system to decrypt a bunch of files and once used it will be automatically burned and cannot be used for the computation again. This way we can guarantee that the data is only being used once and by the owner.
Compute over Private Data.
With all the data ‘centralized’ in a decentralized way, we also want to be able to compute over our private data. If we combine all the health apps together with our groceries we might be able to get tailored advise over our data. Therefore we need to be able to compute over our data.
We can use Bacalhau to provide the computation over the data, in linkage with our data collection we are able to generate computate datasets. Within this process we need to find a way to share this data with the bacalhau system and retrieve it in a encrypted way. One way to do this, is providing a token that can be used one time by a system to decrypt a bunch of files and once used it will be automatically burned and cannot be used for the computation again. This way we can guarantee that the data is only being used once and by the owner.