ConcurORAM: High-Throughput Stateless Parallel Multi-Client ORAM
This addresses performance bottlenecks in secure cloud storage for multiple users, though it is an incremental improvement over existing ORAM methods.
The paper tackled the problem of low throughput in multi-client oblivious RAM (ORAM) systems by introducing ConcurORAM, which enables parallel and stateless client operations without trusted proxies, resulting in a 2x speedup with 30 concurrent clients handling about 65 queries per second.
ConcurORAM is a parallel, multi-client oblivious RAM (ORAM) that eliminates waiting for concurrent stateless clients and allows overall throughput to scale gracefully, without requiring trusted third party components (proxies) or direct inter-client coordination. A key insight behind ConcurORAM is the fact that, during multi-client data access, only a subset of the concurrently-accessed server-hosted data structures require access privacy guarantees. Everything else can be safely implemented as oblivious data structures that are later synced securely and efficiently during an ORAM "eviction". Further, since a major contributor to latency is the eviction - in which client-resident data is reshuffled and reinserted back encrypted into the main server database - ConcurORAM also enables multiple concurrent clients to evict asynchronously, in parallel (without compromising consistency), and in the background without having to block ongoing queries. As a result, throughput scales well with increasing number of concurrent clients and is not significantly impacted by evictions. For example, about 65 queries per second can be executed in parallel by 30 concurrent clients, a 2x speedup over the state-of-the-art. The query access time for individual clients increases by only 2x when compared to a single-client deployment.