4 papers
Consistency Analysis of Replication-Based Probabilistic Key-Value Stores
Ramy E. Ali
Partial quorum systems are widely used in distributed key-value stores due to their latency benefits at the expense of providing weaker consistency guarantees. The probabilisticall…
Hierarchical Deep Double Q-Routing
Ramy E. Ali, Bilgehan Erman, Ejder Baştuğ +1
This paper explores a deep reinforcement learning approach applied to the packet routing problem with high-dimensional constraints instigated by dynamic and autonomous communicatio…
Harnessing Correlations in Distributed Erasure Coded Key-Value Stores
Ramy E. Ali, Viveck Cadambe
Motivated by applications of distributed storage systems to cloud-based key-value stores, the multi-version coding problem has been recently formulated to efficiently store frequen…
Fundamental Limits of Erasure-Coded Key-Value Stores with Side Information
Ramy E. Ali, Viveck Cadambe, Jaime Llorca +1
In applications of distributed storage systems to modern key-value stores, the stored data is highly dynamic due to frequent updates. The multi-version coding problem was formulate…