Server rental store

AI in the Congo River

# AI in the Congo River: Server Configuration and Deployment

This article details the server infrastructure established to support the "AI in the Congo River" project, a research initiative focused on real-time analysis of riverine ecosystems using artificial intelligence. This document is intended for new team members and those interested in the technical aspects of the deployment. It covers hardware, software, and network considerations.

Project Overview

The "AI in the Congo River" project involves deploying a network of sensors along the Congo River to collect data on water quality, biodiversity, and river flow. This data is then processed in real-time using machine learning algorithms to identify patterns, predict potential environmental changes, and provide insights into the health of the river ecosystem. The core of this system relies on a robust and reliable server infrastructure. Data Acquisition is the first step, followed by Data Processing and finally Data Visualization.

Server Hardware Configuration

The server infrastructure consists of three primary tiers: Edge Servers, Regional Aggregators, and the Central Data Center. Each tier has specific hardware requirements. Due to the challenging environment, redundancy and resilience are paramount.

Edge Servers

Edge servers are deployed directly near sensor clusters, providing localized processing and data aggregation. They must be robust to handle variable power conditions and limited network connectivity.

Component Specification
Processor Intel Xeon E-2388G (8 Cores, 3.2 GHz)
RAM 64 GB DDR4 ECC
Storage 2 x 2TB NVMe SSD (RAID 1)
Network 2 x 1 GbE Ethernet
Power Supply Redundant 800W Power Supplies
Cooling Passive Cooling with Convection

Regional Aggregators

Regional aggregators collect data from multiple edge servers, perform more complex analysis, and forward data to the central data center. These servers require higher processing power and network bandwidth. Network Topology is critical here.

Component Specification
Processor Dual Intel Xeon Silver 4310 (12 Cores, 2.1 GHz each)
RAM 128 GB DDR4 ECC
Storage 4 x 4TB NVMe SSD (RAID 10)
Network 4 x 10 GbE Ethernet
Power Supply Redundant 1200W Power Supplies
Cooling Liquid Cooling

Central Data Center

The central data center hosts the core machine learning models, data storage, and visualization tools. This is the most powerful tier of the infrastructure. Data Security is a major concern at this level.

Component Specification
Processor Dual AMD EPYC 7763 (64 Cores, 2.45 GHz each)
RAM 512 GB DDR4 ECC
Storage 16 x 8TB SAS HDD (RAID 6) + 4 x 2TB NVMe SSD (Caching)
Network 4 x 40 GbE Ethernet
Power Supply Redundant 2000W Power Supplies
Cooling Advanced Liquid Cooling System

Software Configuration

All servers run Ubuntu Server 22.04 LTS. Specific software packages are deployed based on the server tier. Operating System Security is regularly audited.

⚠️ *Note: All benchmark scores are approximate and may vary based on configuration. Server availability subject to stock.* ⚠️

View full article | Back to Server rental store