Data streaming
In short
Data streaming means moving and processing events continuously as they happen, rather than in periodic batches, using event logs and stream processing engines. It suits fraud detection, operational dashboards and feeding AI systems with fresh data, and buyers weigh operating effort, cost at sustained throughput and how well a platform connects to their databases and analytics.
Written by Techarda editors · Updated · How we work
Latest stories
The newest Data streaming stories from the last 90 days. Each one opens with our summary and a link to the original source.
Snowpipe Streaming Hits 41 GB/s Benchmark with Elastic Channels
Snowflake benchmarked Elastic Channels for Snowpipe Streaming at 41 GB/s and 133M rows/sec on a single table, 3.5x faster with linear horizontal scaling.
Scooping OCI Artifacts: Navigating Registries, Routing, and Pushing Responsibility Out (Part 2)
TL;DR: We tend to view registries as all-powerful servers that govern naming, routing, and delivery. In reality, the architecture pushes nearly all addressing and routing responsibility out of the OCI specification and into other layers: client policies dictate transport security, registries use HTTP 307 redirects to delegate byte streaming to cloud storage, and alternative network layers […]
Amazon MSK Connect and AWS Glue Schema Registry are now available in the AWS European Sovereign Cloud (Germany) region
Starting today, Amazon MSK Connect and the AWS Glue Schema Registry are available in the AWS European Sovereign Cloud (Germany) region. Together with Amazon MSK Standard brokers, already available in the region, these launches give customers running streaming workloads on the AWS European Sovereign Cloud a more complete set of tools to build, connect, and govern their Apache Kafka applications.…
How Visko streams real-time world models on Google Cloud TPUs
Editor's note: Generative AI startups are moving rapidly beyond static clip generation to build interactive, real-time worlds. In this technical deep dive, we explore how AI startup Visko collaborated with Google Cloud TPU engineers to deploy Orbis, its continuously streaming Live World Model, on Cloud TPUs, going from initial kickoff to production handover in just 30 days. What makes a live…
Sentry's Flutter SDK 10.0: Streaming Traces and More Accurate Crash-Free Rates
Flutter SDK 10.0: streaming traces by default, accurate crash-free rates, dedicated app startup traces, and expanded Dio network error capture.
AWS Lambda supports OAuth authentication for self-managed Apache Kafka event sources
AWS Lambda now supports OAuth authentication for self-managed Apache Kafka event source mappings (ESM), including Kafka clusters that customers run themselves and managed offerings such as Confluent Cloud, Aiven, and Redpanda. With this launch, customers can authenticate their Lambda Kafka consumers through their enterprise identity provider, helping them meet the security and compliance…
How Fivetran, dbt, and Databricks Lakeflow work together | Blog | Fivetran
Combine off-the-shelf data integration and transformation with Lakeflow’s streaming data replication, orchestration, and platform-native integrations.
Confluent Strengthens Trust for Singapore's Markets with OSPAR Attestation
Confluent Cloud secures OSPAR attestation, providing Singapore financial institutions with verified assurance for outsourced data streaming.
Earlier in the last 90 days
- Fall Into 25 New Games on GeForce NOW This OctoberNVIDIA · 1 Oct 2026
- Announcing Cloudflare K2: serverless event streamsCloudflare · 1 Oct 2026
- Tempo 3.1 release: new features for Kafka, TraceQL metrics updates, trace redaction, and moreGrafana Labs · 1 Oct 2026
- Event-Driven AI: Agents Shouldn’t Have to Keep Asking if Something HappenedKong · 1 Oct 2026
- AWS Transform now supports Apache Kafka migration assessments for Amazon MSKAmazon Web Services · 30 Sept 2026
- Redis expands strategic collaboration agreement with AWS to accelerate real-time data and AI appsRedis · 29 Sept 2026
- Building Localised, Enterprise-Grade AI Voice AgentsTwilio · 28 Sept 2026
- Amazon EventBridge relaunches event buses for enterprise scaleAmazon Web Services · 25 Sept 2026
- AlloyDB delivers PostgreSQL for agents: Real-time data at agent scale, with full workload isolationGoogle Cloud · 25 Sept 2026
- A guide to speeding up your video processing with AlphaEvolveGoogle Cloud · 24 Sept 2026
- GKE becomes more elastic: Scale to zero, save costs, and keep workloads responsiveGoogle Cloud · 24 Sept 2026
- Building Metered Streams with MPP and Fastly ComputeFastly · 17 Sept 2026
- Snowpipe Streaming Elastic Channels Is Now GA | SnowflakeSnowflake · 17 Sept 2026
- CrowdStrike Accelerates Real-Time Data Classification with On-Device AICrowdStrike · 16 Sept 2026
- KCP: How to Migrate to Confluent Cloud in Days, Not WeeksConfluent · 14 Sept 2026
- Introducing automatic remediation policies with Cloudflare CASBCloudflare · 11 Sept 2026
- Building an Agentic SOC on a StreamConfluent · 11 Sept 2026
- Backblaze B2 x Suite Studios: S3 Native File Streaming Turns B2 Cloud Storage Into a High-Performance DriveBackblaze · 11 Sept 2026
- Troubleshoot Kafka issues across every layer of your stack with Kafka ConsoleDatadog · 10 Sept 2026
- CMCDv2: Leveling Up Your Video Streaming TelemetryFastly · 9 Sept 2026
- Hemut: Building the Internet of Freight on Real-Time DataConfluent · 28 Aug 2026
- New in Confluent Cloud and WarpStream: Evolving the Data Streaming Platform for AI, Scale, and ControlConfluent · 19 Aug 2026
- Confluent Cloud for Apache Flink: Engine for Mission-Critical, Real-Time Operational Systems and dbt/SQL-Native Home for Data Science and AIConfluent · 18 Aug 2026
- How Neuron Systems Served 2.3 Million Fans Across 104 World Cup Matches with AI on ConfluentConfluent · 14 Aug 2026
- Announcing Confluent Platform 8.3: Powerful Apache Flink® SQL operations, Easier KRaft Migrations, Expanded Monitoring and more.Confluent · 30 July 2026
What practitioners are discussing
Stories say what companies announced. These threads are where people who work with Data streaming compare notes.
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Companies in these stories
The active companies with the most Data streaming stories in the last 90 days. It counts news coverage, not quality, market share or fit for your needs.
Related categories
Where Data streaming sits among the categories Techarda covers. Each hub shows who is active, and each guide sets out how to evaluate vendors.
Terms to know
Plain definitions of terms that come up in Data streaming stories, from the Techarda glossary.
Frequently asked questions
When do we need streaming rather than batch?
When data loses value quickly: detecting fraud, reacting to sensor readings or keeping a customer view current. If hourly or daily freshness is fine, batch is usually simpler and cheaper.
What is change data capture?
A way of reading every insert, update and delete from a database’s log and publishing them as events, so other systems stay in step without heavy queries on the source.
Managed service or run it ourselves?
Streaming platforms take real effort to run at scale: capacity planning, upgrades and recovery. Managed services remove most of that for a higher unit price. Running your own makes sense with steady, large volumes and a team that knows the platform.
Stories are filed under topics automatically from their headline and summary, so the odd one may sit in the wrong place. Spotted one, or a topic we should add? Email engage@techarda.com. All topics.