
1. Technology overview
Timeplus, Inc. develops a single-binary, vectorized streaming SQL platform that unifies real-time pipelines, analytics and AI workloads. It targets teams that otherwise combine Kafka processors, Flink and an analytical database to get live insights from telemetry, transactions and security events.
The platform processes streaming and historical data together through an internal write-ahead log and historical store, with append-only and mutable streams, multi-way and ASOF joins, Python and JavaScript UDFs and external streams for federated queries. Timeplus Enterprise is offered as a managed cloud, self-hosted on bare metal or Kubernetes, or fully managed BYOC, while Timeplus Proton is the open-source edition. Version 3.1 adds inputs from Splunk, Datadog, Elastic, OpenTelemetry, Netflow and Syslog and an output to Microsoft Sentinel. Customers include Huatai Securities, Salla and Zyre.
2. Highlighted features & specifications
- Streaming SQL: Windows, multi-way joins and ASOF joins over live and historical data.
- Mutable streams: Update and upsert support for CDC and denormalization workloads.
- Timeplus Inputs: Ingest from Splunk, Datadog, Elastic, OpenTelemetry, Netflow and Syslog.
- Security output: External table writes security events to Microsoft Sentinel.
- Extensible UDFs: Python and JavaScript user-defined functions and a Python table function.
- Flexible deployment: Managed cloud, self-hosted on Linux or Kubernetes, BYOC, or open-source Proton.
3. Potential application
A Vietnamese securities company can compute real-time market and order analytics with ASOF joins. A bank security operations center can pre-process logs before sending them to Microsoft Sentinel to reduce ingestion cost. An e-commerce firm can run CDC pipelines that keep denormalized order views up to date.
4. Benefits
One binary replaces several streaming and analytics components, which simplifies operations. Customer stories report Salla cutting CDC pipeline overhead by 67% after migrating more than 800 materialized views from ClickHouse, and Zyre halving infrastructure cost while indexing up to 700k events per second. Cloud plans start at $199 per month with a 14-day free trial.
5. Market trends & opportunities
Security operations, observability and trading teams face growing event volumes and rising costs from log platforms. Lightweight streaming SQL engines that filter, enrich and route data in real time help control these costs and shorten response times, a need also seen among banks and telecom operators in Southeast Asia.
6. Other information
Operated by Timeplus, Inc. The open-source edition Timeplus Proton is published on GitHub. Payment is available through AWS Marketplace, and a startup program is offered for early-stage companies. Customers named on the site include Huatai Securities, Salla, UNI Semiconductor and Zyre.
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