https://github.com/salvacorts/gocey

🍀 P2P Distributed Evolutionary Algorithms on Ephemeral Infrastructure for Neural Network Optimization.
https://github.com/salvacorts/gocey

artificial-intelligence collaborative-research evolutionary-algorithms go golang grpc library machine-learning neural-network p2p peer-to-peer pool protocol-buffers scalable thesis wasm webassembly

Last synced: 2 months ago
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🍀 P2P Distributed Evolutionary Algorithms on Ephemeral Infrastructure for Neural Network Optimization.

• Host: GitHub
• URL: https://github.com/salvacorts/gocey
• Owner: salvacorts
• License: gpl-3.0
• Created: 2018-10-24T17:00:03.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2019-09-24T08:05:58.000Z (over 5 years ago)
• Last Synced: 2024-04-14T19:44:15.437Z (9 months ago)
• Topics: artificial-intelligence, collaborative-research, evolutionary-algorithms, go, golang, grpc, library, machine-learning, neural-network, p2p, peer-to-peer, pool, protocol-buffers, scalable, thesis, wasm, webassembly
• Language: Go
• Homepage:
• Size: 21.8 MB
• Stars: 3
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
[![Build Status](https://travis-ci.org/salvacorts/TFG-Parasitic-Metaheuristics.svg?branch=master)](https://travis-ci.org/salvacorts/TFG-Parasitic-Metaheuristics)

# Bachelor Thesis: *Gocey. Distributed Evolutionary Algorithms on Ephemeral Infrastructure*

### **Author:** Salvador Corts Sánchez

### **Supervisor:** Juan Julián Merelo Guervós

Thesis Document: https://github.com/salvacorts/TFG-Thesis

___

## Requirements

- Go >= 1.12: https://golang.org/doc/install

- Go Protocol Buffers: https://github.com/golang/protobuf

## Go dependecies

```bash

go get github.com/salvacorts/TFG-Parasitic-Metaheuristics

cd $GOPATH/src/github.com/salvacorts/TFG-Parasitic-Metaheuristics/mlp-ea-decentralized/native

go get ./...

```

## Run

All the following paths are relative to `$GOPATH/src/github.com/salvacorts/TFG-Parasitic-Metaheuristics/mlp-ea-decentralized` directory.

#### Island

```bash

cd native/server

go run -grpcPort  -clusterPort  -metricsPort  -clusterBoostrap  -datasetPath  -webPath  -webPort 

# e.g. go run server.go -grpcPort 2006 -clusterPort 4003 -metricsPort 5003 -clusterBoostrap 127.0.0.1:4001 -datasetPath ../../../datasets/glass.csv -webpath ../../web/src/ -webPort 8080

```

#### Evaluator

##### Native

```bash

cd native/client

go run client.go -server 

# e.g. go run client.go -server 127.0.0.1:2006

```

##### Browser (WebAssembly)

Open a new tab in yout browser and enter an island IP and its *webPort* port. E.g. if an island is running at 127.0.0.1, and its *webPort* parameter is 8080, go to [127.0.0.1:8080](127.0.0.1:8080).

**Modifying Go Browser Client Source:** You will need to rebuild the webassembly file

```bash

cd web/src/go

GOOS=js GOARCH=wasm go build -o wasm/main.wasm

```