Cloud

An end-to-end open-source platform for machine learning with comprehensive tools, libraries, and community resources for building and deploying ML-powered applications.

Open-source machine learning framework developed by Meta and hosted by the Linux Foundation. Provides tensors and dynamic neural networks with strong GPU acceleration.

Siemens Opcenter is an enterprise manufacturing operations management (MOM) portfolio spanning MES, QMS, advanced planning and scheduling, and manufacturing intelligence. It connects PLM to shop-floor automation across discrete, process, and regulated industries.

AWS-managed service that encrypts, stores, and rotates database credentials, API keys, and other secrets throughout their lifecycle. Integrates with IAM for access control and supports automatic rotation via Lambda functions.

Open-source toolkit that accelerates AI inference with lower latency and higher throughput while maintaining accuracy. Supports computer vision, LLMs, and generative AI models from TensorFlow, PyTorch, and ONNX.

Open-source Kubernetes management platform for provisioning, securing, and operating multiple clusters across datacenters, clouds, and edge sites. Rancher supports Rancher-managed distributions such as RKE2 and K3s plus imported or hosted clusters including EKS, AKS, and GKE.

Workato is a cloud-based enterprise integration and automation platform for connecting SaaS, on-prem, API, and AI systems through low-code workflows, event streams, and MCP servers.

JobBOSS² is a cloud-based shop management ERP for job shops and make-to-order manufacturers, covering quoting, scheduling, inventory, job costing, and quality in one platform. Formerly E2 Shop System, developed by ECi Software Solutions.

Odoo is an open-core ERP suite whose manufacturing modules cover MRP, shop-floor MES, PLM, quality control, and maintenance — sharing one database with inventory, sales, and accounting.

Enterprise MES and manufacturing operations platform built on SAP BTP. Covers shop floor execution, real-time OEE analytics, and machine connectivity for discrete, process, and batch manufacturing.

Open-core workflow automation platform that combines a visual node editor with full JavaScript/Python code steps, built for technical teams who need self-hosted control. Supports MQTT, webhooks, REST APIs, and 1,500+ connectors including AI models and industrial data sources.

Carbon is an open-source manufacturing system combining ERP, MES, and QMS into a unified, API-first platform. Built for complex assembly, contract manufacturing, and configure-to-order workflows.

Open-source time-series database with built-in stream processing and AI analytics. Designed for high-cardinality industrial sensor data with edge-to-cloud deployment.

ClickHouse is an open-source column-oriented database management system designed for real-time analytics using SQL queries. Delivers high-performance query processing at petabyte scale.

Apache IoTDB is a native time-series database optimized for IoT and industrial applications. Features edge-cloud synchronization and SQL-like query interface.

EMQX is a unified MQTT platform that connects, processes, and streams data from millions of IoT devices to cloud, AI, and analytics systems. It supports 100M+ concurrent connections per cluster with sub-millisecond latency.

Java-based MQTT broker that fully supports MQTT 3.x and MQTT 5. The Community Edition is open-source under Apache 2.0, while Enterprise adds clustering, monitoring, and professional support.

Open-source time-series database optimized for high-throughput ingestion and fast SQL analytics. Compatible with InfluxDB line protocol, PostgreSQL wire protocol, and integrates with Grafana.

Open-source PostgreSQL extension that transforms Postgres into a time-series database. Features automatic partitioning via hypertables, continuous aggregates, and hybrid row-columnar storage with up to 95% compression.

RabbitMQ is an enterprise-grade open-source message broker built on Erlang/OTP. It supports AMQP, MQTT 5.0, STOMP, and streaming via a plugin architecture.

Confluent Platform is the enterprise distribution of Apache Kafka, adding ksqlDB for SQL stream processing, Schema Registry for data governance, 120+ Kafka Connect connectors, and enterprise security features including RBAC and audit logging.

Apache Flink processes event streams with built-in state management, checkpointing, and unified batch/stream APIs. Used by Alibaba, Uber, and Netflix for real-time analytics at scale.

NATS is a high-performance messaging system for distributed architectures, supporting pub/sub, request-reply, and queue groups. JetStream adds optional persistence with at-least-once delivery guarantees.

Redis is an open-source, in-memory data structure store used as a database, cache, message broker, and streaming engine. Redis Streams provides a log data structure for event sourcing and real-time data pipelines.

Apache Pulsar is an open-source, cloud-native distributed messaging and streaming platform that combines pub/sub messaging and event streaming in a unified architecture. Its tiered storage and native multi-tenancy enable indefinite message retention and strong isolation for large-scale deployments.

Eclipse Kapua is a modular, open-source IoT platform designed for enterprise device management and data ingestion. Built on Java, it provides a scalable backend for managing IoT gateways and smart edge devices, with robust support for MQTT and other industrial protocols.

Eclipse Ditto is an open-source framework that implements the digital twin pattern for IoT. It provides a virtual, cloud-based representation of physical devices (sensors, machines, vehicles, charging stations) with state management, access control, and multiple protocol bindings.

Open-source IoT connectivity framework from the Eclipse Foundation. Provides uniform service interfaces for connecting large numbers of devices regardless of whether they speak MQTT, AMQP, CoAP, or HTTP.

Apache Kafka is an open-source distributed event streaming platform for high-performance data pipelines, streaming analytics, and mission-critical applications. Handles trillions of events per day with durable, fault-tolerant storage.

Wazuh is a free, open-source security platform that unifies XDR and SIEM capabilities for endpoint protection, threat detection, and compliance monitoring across IT and OT environments.

General-purpose IoT platform that handles device connectivity, data collection, rule-based processing, and visualization across MQTT, CoAP, HTTP, LwM2M, and SNMP. Supports multi-tenancy out of the box, making it popular with IoT service providers and enterprises managing thousands of devices.

Purpose-built time-series database optimized for high-speed ingestion and querying of timestamped data. InfluxDB 3, rewritten in Rust on Apache Arrow and Parquet, supports SQL and InfluxQL natively with unlimited cardinality.

Open-source enterprise resource planning system built on the Frappe framework. Covers manufacturing, inventory, procurement, accounting, CRM, and HR in a single install with no per-user licensing.