Feather: Hierarchical Querying for the Edge

Mortazavi, Seyed Hossein; Salehe, Mohammad; Gabel, Moshe; Lara, Eyal de

doi:10.1109/sec50012.2020.00039

Cited by 3 publications

(3 citation statements)

References 59 publications

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“…Lin et al [28] Global Data Plane [65] fog-ready IPFS [9][10][11] PathStore [34][35][36] Naas et al [37,38] FogStore [19,20,30] Virtual Data Containers [47] Psaras et al [48] Griffin [61] Custom Data Management…”

Section: Global Mappingmentioning

confidence: 99%

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Managing Data Replication and Distribution in the Fog with FReD

Pfandzelter¹,

Nils²,

Schirmer³

et al. 2023

Preprint

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The heterogeneous, geographically distributed infrastructure of fog computing poses challenges in data replication, data distribution, and data mobility for fog applications. Fog computing is still missing the necessary abstractions to manage application data, and fog application developers need to re-implement data management for every new piece of software. Proposed solutions are limited to certain application domains, such as the IoT, are not flexible in regard to network topology, or do not provide the means for applications to control the movement of their data.In this paper, we present FReD, a data replication middleware for the fog. FReD serves as a building block for configurable fog data distribution and enables low-latency, high-bandwidth, and privacy-sensitive applications. FReD is a common data access interface across heterogeneous infrastructure and network topologies, provides transparent and controllable data distribution, and can be integrated with applications from different domains. To evaluate our approach, we present a prototype implementation of FReD and show the benefits of developing with FReD using three case studies of fog computing applications.

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Section: Global Mappingmentioning

confidence: 99%

“…Cloudpath [34][35][36] is a framework for a hierarchical fog computing infrastructure that includes a data management system, PathStore. In PathStore, storage nodes are arranged in a tree topology, with each node running a Cassandra cluster proportioned for its capabilities.…”

Section: Fog-nativementioning

confidence: 99%

Managing Data Replication and Distribution in the Fog with FReD

Pfandzelter¹,

Nils²,

Schirmer³

et al. 2023

Preprint

View full text Add to dashboard Cite

show abstract

“…Cloudpath 11,45,46 is a framework for a hierarchical fog computing infrastructure that includes a data management system, PathStore. In PathStore, storage nodes are arranged in a tree topology, with each node running a Cassandra cluster proportioned for its capabilities.…”

Section: Fog-nativementioning

confidence: 99%

Managing data replication and distribution in the fog with FReD

et al. 2023

View full text Add to dashboard Cite

SummaryThe heterogeneous, geographically distributed infrastructure of fog computing poses challenges in data replication, data distribution, and data mobility for fog applications. Fog computing is still missing the necessary abstractions to manage application data, and fog application developers need to re‐implement data management for every new piece of software. Proposed solutions are limited to certain application domains, such as the IoT, are not flexible in regard to network topology, or do not provide the means for applications to control the movement of their data. In this paper, we present FReD, a data replication middleware for the fog. FReD serves as a building block for configurable fog data distribution and enables low‐latency, high‐bandwidth, and privacy‐sensitive applications. FReD is a common data access interface across heterogeneous infrastructure and network topologies, provides transparent and controllable data distribution, and can be integrated with applications from different domains. To evaluate our approach, we present a prototype implementation of FReD and show the benefits of developing with FReD using three case studies of fog computing applications.

show abstract

Efficient Transmission and Reconstruction of Dependent Data Streams via Edge Sampling

Wolfrath

Chandra

2022

2022 IEEE International Conference on Cloud Engineering (IC2E)

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Feather: Hierarchical Querying for the Edge

Cited by 3 publications

References 59 publications

Managing Data Replication and Distribution in the Fog with FReD

Managing Data Replication and Distribution in the Fog with FReD

Managing data replication and distribution in the fog with FReD

Efficient Transmission and Reconstruction of Dependent Data Streams via Edge Sampling

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