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OpenTelemetry Protocol with Apache Arrow - Phase 2 Announced

The OpenTelemetry Project announced the next phase of the OpenTelemetry Protocol with Apache Arrow project (OTel-Arrow). 

The goal of the project is to build a bridge between OpenTelemetry data and the Apache Arrow ecosystem. Apache Arrow is a framework designed for zero-copy exchange of structured data between column-oriented data producers and consumers.

A blog on the OpenTelemetry states, "We believe that having OpenTelemetry data accessible to external systems through Apache Arrow will lead to powerful integrations, with the potential for new telemetry systems and applications to emerge. For large streams of telemetry, we know that column-oriented data handling is substantially more efficient, with improved data compression and performance."

In the next phase of the project, contributors will study the potential for Rust-based OpenTelemetry pipelines without "being" a Collector. They will investigate both the performance of Rust pipelines as well as how to successfully integrate their work with the OpenTelemetry Collector’s Golang-based ecosystem.

In the first phase of the project, they developed the protocol through a Golang adapter library and a matching pair of Exporter and Receiver components in the OpenTelemetry Collector Contrib repository. They will continue to maintain these components, ensuring there are no barriers between Go and Rust pipelines, and we will continue this commitment. They will ensure that OTAP pipelines can be executed from the OpenTelemetry Collector. They want to give OTAP pipelines written in Rust access to Golang Collector components, too.

To kick off phase 2 of the project, Laurent Quérel at F5 has contributed the work behind his original OTel-Arrow prototype, a Rust-based pipeline framework modeled on the OpenTelemetry Collector. Lei Huang at Greptime has contributed a Rust implementation for converting the metrics signal from OTAP to OTLP.

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OpenTelemetry Protocol with Apache Arrow - Phase 2 Announced

The OpenTelemetry Project announced the next phase of the OpenTelemetry Protocol with Apache Arrow project (OTel-Arrow). 

The goal of the project is to build a bridge between OpenTelemetry data and the Apache Arrow ecosystem. Apache Arrow is a framework designed for zero-copy exchange of structured data between column-oriented data producers and consumers.

A blog on the OpenTelemetry states, "We believe that having OpenTelemetry data accessible to external systems through Apache Arrow will lead to powerful integrations, with the potential for new telemetry systems and applications to emerge. For large streams of telemetry, we know that column-oriented data handling is substantially more efficient, with improved data compression and performance."

In the next phase of the project, contributors will study the potential for Rust-based OpenTelemetry pipelines without "being" a Collector. They will investigate both the performance of Rust pipelines as well as how to successfully integrate their work with the OpenTelemetry Collector’s Golang-based ecosystem.

In the first phase of the project, they developed the protocol through a Golang adapter library and a matching pair of Exporter and Receiver components in the OpenTelemetry Collector Contrib repository. They will continue to maintain these components, ensuring there are no barriers between Go and Rust pipelines, and we will continue this commitment. They will ensure that OTAP pipelines can be executed from the OpenTelemetry Collector. They want to give OTAP pipelines written in Rust access to Golang Collector components, too.

To kick off phase 2 of the project, Laurent Quérel at F5 has contributed the work behind his original OTel-Arrow prototype, a Rust-based pipeline framework modeled on the OpenTelemetry Collector. Lei Huang at Greptime has contributed a Rust implementation for converting the metrics signal from OTAP to OTLP.

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Overall outage frequency and the general level of reported severity continue to decline, according to the Outage Analysis 2025 from Uptime Institute. However, cyber security incidents are on the rise and often have severe, lasting impacts ...

In March, New Relic published the State of Observability for Media and Entertainment Report to share insights, data, and analysis into the adoption and business value of observability across the media and entertainment industry. Here are six key takeaways from the report ...

Regardless of their scale, business decisions often take time, effort, and a lot of back-and-forth discussion to reach any sort of actionable conclusion ... Any means of streamlining this process and getting from complex problems to optimal solutions more efficiently and reliably is key. How can organizations optimize their decision-making to save time and reduce excess effort from those involved? ...

As enterprises accelerate their cloud adoption strategies, CIOs are routinely exceeding their cloud budgets — a concern that's about to face additional pressure from an unexpected direction: uncertainty over semiconductor tariffs. The CIO Cloud Trends Survey & Report from Azul reveals the extent continued cloud investment despite cost overruns, and how organizations are attempting to bring spending under control ...

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According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

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