Zlog & CruzDB: Distributed Shared-log for Software-Defined Storage
CORFU is a fast shared log approach that leverages flash devices. In this project we implement CORFU on Ceph and investigate the benefits of including this log abstraction into software-defined storage, including the management of shared logs across multiple storage tiers. This project is part of the Programmable Ceph effort (http://programmability.us/).
Mantle: A Programmable Metadata Load Balancer for the Ceph File System
Mantle is a programmable metadata balancer, implemented on CephFS, that separates the metadata migration policies from their mechanisms. The implementation adds hooks into the metadata servers in CephFS so that administrators can inject code to change how the metadata servers balance load across the cluster and to pull these extensions into the CephFS mainline so it can be used in production environments. This will allow the investigation and comparison of many load balancing strategies with real workloads. This project is part of the Programmable Ceph effort (http://programmability.us/).
Strong Consistency in Dynamic Wireless Networks to Enable Safe and Efficient Navigation of Autonomous Vehicles.
Unmanned-traffic management will depend upon strong consistency for safe operation. These services will often need to be provided over lossy wireless networks with limited bandwidth, where partitions may be frequent. This project is studying the consistency requirements of distributed systems with smart storage devices over realistic networks. In particular, the distributed systems will implement algorithms that require large amounts of (dynamically changing) data that is available to all systems via a shared log. The problem of navigation of autonomous systems will serve as the prototype application of this research.
Started: Summer ’16
Popper: Practical Falsifiable Research
Popper is a convention for conducting scientific explorations and writing academic articles following a DevOps approach. Popper allows researchers to automate the re-execution and validation of experimentation (computational and analysis) pipelines. The project team works with researchers in many domains to extend the number of popperized repositories. Popper is supported in part by the National Science Foundation, the Center for Research in Open Source Software (CROSS), Sandia National Laboratories, and Lawrence Livermore National Laboratory. (http://falsifiable.us/)