This dissertation studies the canonical tasks of database compression and similarity search, and demonstrates how advanced deep learning models can be used to develop effective …
We present several novel constructions—combining cryptography, error correcting codes (ECCs), and data compression—that find ready application in enhancing security and fault-tolerance in cloud storage. We …