Enabling a software-defined, network-aware hive of data that is connected to the road, the cloud and every vehicle

The future of mobility is software-defined, decentralized, and data-driven. Cars are no longer isolated machines — they are intelligent, networked data nodes, constantly generating and consuming information. To unlock the full potential of this new paradigm, vehicle manufacturers must evolve beyond traditional hardware and embrace real-time, in-place data management at the edge.

Connected Cars as Distributed Sensors

Every car on the road is a moving data generator. This Floating Car Data includes telemetry about the vehicle, driver behavior, road conditions, geolocation, and information collected from nearby infrastructure or the Internet. This vast stream of real-time data has the power to fuel next-generation applications — from fleet optimization to AI-powered autonomy — but only if it can be accessed and used efficiently.

The Shift from Hardware to Data

Tomorrow’s competitive advantage won’t come from better brakes or faster engines. It will come from better data infrastructure — being able to get the right data to the right process, at the right time, in the right place.

AnyLog delivers exactly that: a decentralized, software-defined, network-aware hive of data that connects cars, roads, infrastructure, and cloud applications. It abstracts the complexity of data orchestration and allows real-time insight and AI to operate directly on the data — wherever it resides.

The AnyLog Advantage

AnyLog is a Plug & Play platform that installs on connected vehicles and infrastructure nodes, managing data directly at the edge. It removes the need for custom development and complex data integrations by offering pre-built services that handle data ingestion, storage, query, security, and sharing — without a single line of code.

1. Data Lifecycle Management

Managing connected vehicle data has traditionally required complex and costly backend systems, proprietary software, and cloud dependencies. AnyLog replaces that with an out-of-the-box solution that:

• Automates the full data lifecycle on each vehicle
• Unifies the edge data across a distributed fleet
• Allows instant onboarding and scaling
• Removes the burden of custom development and ongoing maintenance

The result: significant reduction in cost, complexity, and time-to-market.

2. Network-Aware Connectivity

When a process needs data — whether it’s in the cloud or in a local control unit — AnyLog makes it available without requiring the process to know where the data resides. Each process views the distributed data as local data whereas the AnyLog protocol dynamically locates the relevant data and serves it in standard formats, with no need for data centralization. This ensures:

• Lower latency and bandwidth usage
• Full interoperability with third-party systems
• Real-time availability for AI and analytics

3. Fully Decentralized Architecture

Connected car platforms cannot rely on centralization. The volume, velocity, and distribution of floating car data overwhelm cloud-based architectures and create unacceptable latency for real-time applications.

AnyLog’s decentralized architecture allows cars, infrastructure nodes, and applications to communicate directly. Data remains at the source, and applications access it as needed — without moving it through the cloud.

This enables:

• Scalability and responsiveness
• Reduced costs and cloud dependency
• Local AI and autonomous operation

Interoperability Across the V2X Spectrum

AnyLog supports seamless integration across the entire V2X (Vehicle-to-Everything) ecosystem, including:

• V2I: Vehicle-to-Infrastructure
• V2N: Vehicle-to-Network
• V2V: Vehicle-to-Vehicle
• V2P: Vehicle-to-Pedestrian
• V2D: Vehicle-to-Device
• V2G: Vehicle-to-Grid

AnyLog — Seamless Interoperability Across V2X Ecosystems

By managing and serving data locally, AnyLog enables real-time services like traffic signal coordination, collision avoidance, and pedestrian safety without cloud bottlenecks — providing an integrated, unified solution to all the involved use cases.

Built-In Security and Data Ownership

AnyLog incorporates strong security measures using asymmetric cryptography. This ensures:

• Secure communication and access control
• Full data ownership and visibility for data generators
• Protection from centralized vulnerabilities and attacks

Unlike cloud-based platforms, AnyLog gives data owners complete control over how, when, and with whom their data is shared.

Summary

The automotive edge is facing a paradox: data is too big and too sensitive for the cloud, but the edge lacks the tools to manage it effectively. AnyLog solves this by bringing cloud-like capabilities directly to each vehicle and node — without the cloud.

By:

• Keeping data in-place at the edge
• Making it available where and when needed
• Eliminating custom development and centralization
• Enabling real-time insight, AI, and automation

AnyLog empowers car manufacturers, OEMs, fleet operators, and infrastructure providers to shift from pipelines to platforms — unlocking new services, revenue streams, and operational efficiencies at a fraction of the traditional cost.

Learn More

• AnyLog Website: https://www.anylog.network/
• Open Source: EdgeLake at Linux Foundation
• AnyLog Overview: AnyLog Presentation