Gateway Observability Buffer
Buffer logs and metrics locally at sites, then synchronize upstream for centralized troubleshooting.
WHY MONOTS
Why MonoTS
"The data flow of insights should be as smooth as transactions."
Instead of assembling separate local databases, connectors, and sync workers, MonoTS keeps ingest, query, and synchronization in a single operational model.
This reduces moving parts at the edge and gives teams a predictable path from local writes to upstream analytics systems.
Key Features
Edge-first Write Path
Keep ingestion stable on constrained edge machines with a lightweight single-process runtime.
Local SQL for Fast Decisions
Query fresh data immediately at the source through gRPC + SQL, without waiting for cloud-side jobs.
Time-aware Storage Layout
Organize data around the mandatory time column and seal Parquet files for efficient pruning.
Built-in Stream Management
Create and control sync pipelines with SQL commands like CREATE STREAM, SHOW STREAMS, and DROP STREAM.
Checkpointed Reliability
Recover automatically after network interruptions with server-side progress tracking and resume.
Pragmatic Schema Evolution
Evolve business columns over time while keeping a strict, performant time-series core model.
MAXIMIZE MONOTS EFFECTIVENESS
Built for Practical Scenarios
Factory and Device Telemetry
Collect high-frequency sensor events near machines and keep cloud pipelines continuously fed.
Unstable-network Environments
Continue ingesting when WAN is flaky, and let streams catch up automatically after reconnection.
FREQUENTLY ASKED QUESTIONS
Frequently asked questions
Is MonoTS only for edge devices?
No. MonoTS is optimized for edge deployment, but it also runs in VM or container environments.
How do clients access MonoTS?
Clients connect through gRPC (CLI and SDK). SQL statements are executed through that API surface.
When does data appear in batch sinks?
For filesystem and Delta-style batch flows, data appears after sealing (auto flush or FLUSH TABLE).
EXPLORE MORE ABOUT MONOTS
Explore more about MonoTS
Docs · 5 min
Start MonoTS in 5 Minutes
Build from source, boot server + CLI, and complete a minimal ingest/query walkthrough.
Read moreDocs · Architecture
Design Reliable Sync Pipelines
Configure Kafka, Delta, and filesystem stream targets with practical checkpoint guidance.
Read moreDocs · Reference
Review SQL Surface and Types
See supported DDL/DML, required time semantics, and common type compatibility details.
Read more