Codes

Coded Storage Elastic Computing over Amazon EC2

• A Practical Algorithm Design and Evaluation for heterogeneous elastic computing with stragglers:

  • Codes: here.

  • IEEE Globecom 2021 (best paper award) Presentation by Mingyuue Ji: here.

Coded Storage Elastic Computing over Raspberry Pi Edge Network

• Codes: here.

• Presentation: here

Hierarchical Federated Learning

• Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD:

  • Codes: here.

  • AAAI 2022 Presentation by Jiayi Wang: here.

Coded Distributed Computing over Amazon EC2

• Hypercuboid Coded Distributed Computing:

  • Codes: here.

  • IEEE ICC 2020 Presentation by Nicholas Woolseay: here.

Wireless Distributed Computing and Federated Learning

• Coded data shuffling in Federated Learning:

  • Codes: here.

  • Presentations by Michael Crabtree (senior project): presentation, demo, report.

Gradient Coding over Raspberry Pi Edge Network

• Codes: here.

• Presentation: here.

Wireless Named Data Networking (NDN)

• Wireless NDN using Rapsberry Pis over LoRa:

  • Codes: here.

  • Presentation by Sean Hammond and Jake Maschoff (Master Project): presentation, demo.

  • Presentation b L3Harris Clinic Team (Bryan Hatasaka, Katlynne Bills, Garrick Clegg, Jason Stauffer, Thomas Van Hook): here.