Skip to content

hetianzhang/Edge-DataSet

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 

Repository files navigation

Edge-DataSet

Dataset for IoT, Fog and Edge-based experiments

Great IoT, Sensor and other Data Sets Repositories

https://www.datasciencecentral.com/profiles/blogs/great-sensor-datasets-to-prepare-your-next-career-move-in-iot-int

The datasets are publicly released to facilitate research in Edge Computing in Australia

https://github.com/swinedge/eua-dataset

Telecom DataSet

The dataset, provided by Shanghai Telecom, contains more than 7.2 million records of accessing the Internet through 3,233 base stations from 9,481 mobile phones. http://sguangwang.com/TelecomDataset.html

PhysioNet DataSet

https://physionet.org/about/database/

CRAWDAD DataSet

https://crawdad.org/

Taxi Trajectory Data

Shanghai Qiangsheng Taxi GPS data trace (2018-04-01). A polular taxi GPS data trace recently used in many works. It cloud be combined with Shanghai Telecom DataSet to create an edge environment for V2V or V2X applications. https://www.dropbox.com/s/sv0az2dpba2xfi6/qiangshengchuzuqichexingcheshuju.zip?dl=0

Or you can download from the original Shanghai SODA competition here (need register) http://soda.shdataic.org.cn/data/?cid=1

Simulation for Cloud-Edge Environments

CloudSimSDN(-NFV)

https://github.com/Cloudslab/cloudsimsdn Can simulate both networking and computing events in edge, edge-cloud or iter-clouds environments. Moreover, it implements modules such as auto-scaling and load balancing policy for VM, container, and SFC (VNF).

Other extensions based on CloudSimSDN include: (1) live VM/VNF/Container migration, multiple migration scheduling and planning; (2) live container migration in edge environments and user mobility across different Edge coverage; (3) framework for live VM/Container migration scheduling induced by user mobility (such as vehicle movement from one Mobile Edge Center (MEC) to another).

iFogSim

An edge computing extension based on CloudSim by simply mapping cloud components to the edge ones which focus on the simulation of container placement policy in edge environments. However, there are some drawbacks in terms of no network communication simulation which supported in CloudSimSDN.

About

Dataset for IoT, Fog and Edge-based experiments

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published