Telemetry Data Accelerator

Harness the power of your telemetry data and benefit from extensive insights across industries with Data Reply.
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Privacy

I declare that I have read and fully understood the Privacy Notice and I hereby express my consent to the processing of my personal data by Reply SpA for marketing purposes, in particular to receive promotional and commercial communications or information regarding company events or webinars, using automated contact means (e.g. SMS, MMS, fax, email and web applications) or traditional methods (e.g. phone calls and paper mail).

Valuable insights

In today's data-driven world, telemetry data is a game-changer for businesses across all industries. By remotely collecting and analyzing real-time data from equipment and systems, companies gain valuable insights that can optimize operations, improve efficiency, and predict potential issues. This translates to significant cost savings, increased productivity, and a stronger competitive edge.

Exploit the full potential of your data

At Data Reply, we understand the importance of harnessing the power of telemetry data quickly. That's why we've developed a cutting-edge telemetry data accelerator. This innovative solution transforms real-time data into strategic assets, driving performance improvements and a decisive competitive edge. It’s modular design allows your team to quickly develop a customized platform for the collection, processing and visualization of any type of IoT data. It can be easily adapted to the specific requirements of any industry. Thanks to the standardized and proven approach, your time-to-market will be significantly reduced, allowing you to benefit from the possibilities of telemetry data faster than ever before.

The benefits of our telemetry data accelerator at a glance

By utilizing our sophisticated telemetry accelerator, you can address critical needs in data-driven decision-making and performance optimization. It enables:

Real-Time Performance Monitoring

Through seamless data ingestion and processing with Kafka and ksqlDB, the solution delivers instantaneous insights, enabling immediate feedback and adjustments.

Enhanced Visualization and Analytics

The integration with Telegraf and Grafana provides dynamic, real-time dashboards that offer clear and actionable visualizations and metrics. Concurrently, long-term storage in Redshift and data exploration in Apache Superset empower users to perform deep, historical analysis, uncovering trends and patterns that inform strategic decisions.

Scalability and Efficiency

Leveraging the cloud-native architecture of Confluent Cloud ensures that the solution can scale effortlessly to accommodate varying data volumes and velocities, while maintaining low latency and high reliability. This scalability is crucial for handling the demanding nature of real-time telemetry data.

Comprehensive Data Ecosystem

By combining real-time processing with robust long-term storage solutions, the accelerator creates a holistic data ecosystem. This ecosystem supports not only immediate operational insights but also extensive historical analysis, providing a dual advantage for both short-term tactical adjustments and long-term strategic planning.

Innovation and Competitive Edge

This solution leverages cutting-edge data streaming and processing technologies, positioning users at the forefront of innovation. The ability to rapidly convert raw telemetry (and, in general, IoT) data into valuable insights fosters a competitive edge.

Behind the scenes: How it works in detail

In the following, we would like to show you a small practical example to understand how our telemetry data accelerator works. It showcases how our solution analyzes telemetry data from a Formula 1 racing game to understand car performance. The data used in this case comes from the F1 2022 game and the accelerator provides both real-time dashboard/data visualization and persistent storage with the ability to perform historical queries and analysis.

Data Acquisition

The data originates from the F1 2022 game running on a PS4. A lightweight TypeScript application captures this data stream over a local network port, converting it from binary format to a more manageable JSON format. This data is then forwarded to an MQTT proxy.

Data Ingestion and Processing

The MQTT proxy, a component of the Confluent Platform, receives the JSON data and relays it to a Kafka cluster hosted on Confluent Cloud. Here, a powerful tool called ksqlDB steps in. It transforms the data into a more efficient AVRO format and extracts any nested data structures, ensuring optimal processing and analysis.

Real-Time and Historical Analysis

The data flow then diverges into two distinct paths:

  • Real-Time Visualization: Telegraf, a data collection framework, consumes the raw JSON data and routes it to two destinations. A targeted subset of data is sent directly to Grafana via WebSocket for real-time visualization. This allows for immediate insights into key performance metrics.
  • Historical Storage and Exploration: InfluxDB receives the complete data set, enabling near real-time access along with the potential for further processing and aggregation. Grafana leverages InfluxDB as a data source, allowing for the creation of customized dashboards for in-depth historical analysis.

Long-Term Storage and Advanced Analytics

For long-term storage and advanced analytics, a Redshift sink connector running on Confluent Cloud seamlessly transfers the AVRO data to an Amazon Redshift data warehouse. This robust platform enables complex queries and comprehensive historical analysis using Superset, a powerful business intelligence tool.

Security Throughout the Process

Keycloak, a centralized authentication and authorization service, safeguards the entire data pipeline, ensuring authorized access and data security.

Rely on our cutting-edge telemetry data accelerator and get the most out of your data.

Our experts will be happy to support you.
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    Data Reply

    As part of the Reply group, Data Reply offers a wide range of services that support customers in becoming data driven. We operate in various industries and business areas and work intensively with our customers so that they can achieve meaningful results through the effective use of data. Data Reply offers many years of experience in transformation projects to achieve “data-driven companies”. We focus on the development of data platforms, machine learning solutions and streaming applications - automated, efficient, and scalable - without making any compromises in IT security.