OpenMined / OpenMined/TenSEAL

Acceleration of TenSEAL with parallel computing

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Type: Question :grey_question:
Dominant language
C++
Stars
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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?

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First steps

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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

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