Acceleration of TenSEAL with parallel computing
Nobody has claimed this yet.
- Dominant language
- C++
- Stars
- 1k
- Forks
- 175
- Avg merge
- 6d 12h
- Merged PRs (30d)
- 5
Description
Question
Can TenSEAL be accelerated on a cluster of parallel computers?
Further Information
I think of building a small cluster of Raspberry Pis working as a small parallel computing structure and work on toy examples with TenSEAL to see if accelerations can be achieved. Are there ways for TenSEAL to be benefited from parallel structures and how can we decompose the operations in a parallel-supporting format?
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by examining TenSEAL's tensor operations and the proposed Raspberry Pi cluster setup. Determine whether toy examples can be decomposed into parallel work and measure whether acceleration is achieved; done would require a demonstrated parallel approach or a clear feasibility result.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp, raspberry-pi
- Domain
- cryptography, distributed-systems, embedded-iot, hpc
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100