Gradient-leakage resilient federated learning
Wenqi Wei, Ling Liu, et al.
ICDCS 2021
Efficient disk storage is a crucial component for many applications. The commonly used method of storing data on disk using file systems or databases incurs significant overhead which can be a problem for applications which need to frequently access and update a large number of objects. This paper presents efficient algorithms for managing persistent storage which usually only require a single seek for allocations and deallocations and allow the state of the system to be fully recoverable in the event of a failure. We have developed a portable implementation of our algorithms in Java. Results in this paper demonstrate the superiority of our approach over file systems and databases for Web-related workloads. Our system has been a crucial component for persistently storing data at a number of highly accessed Web sites. We describe our experiences from a large real deployment of our system. © 2002 Elsevier Inc. All rights reserved.
Wenqi Wei, Ling Liu, et al.
ICDCS 2021
Mudhakar Srivatsa, Arun Iyengar, et al.
SRDS 2006
Wei Gao, Guohong Cao, et al.
ICDCS 2011
Mudhakar Srivatsa, Ling Liu, et al.
ACM TOCS