fsyncDATA

Special Interest Groups

A guild is everyone in the club who runs one family of engines. A Special Interest Group is the smaller room inside it, where the members who carry the pager for one platform meet to write things down: runbooks, drill scripts, upgrade decisions and reference designs the rest of the club can use.

There are ten SIGs: one each for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, Db2, MongoDB, ClickHouse and Redis, and one for the managed cloud database services that run underneath all of them. Each SIG sits inside a guild, follows the same charter and keeps its work in the reading room.

The ten SIGs

Each card opens that SIG’s charter on this page. The reference links go to MinervaDB’s public page for the platform.

PostgreSQL Guild

PostgreSQL SIG

Vacuum and wraparound, Patroni HA, logical replication, major-version upgrades.

MySQL and MariaDB Guild

MySQL SIG

InnoDB internals, Group Replication, online schema change, life after 8.0.

MySQL and MariaDB Guild

MariaDB SIG

Galera, MaxScale, MySQL divergence, LTS upgrades.

SQL Server Guild

SQL Server SIG

Always On AGs, Query Store, tempdb and waits, end-of-support moves.

Oracle, Db2 and SAP HANA Guild

Oracle SIG

Patching, Data Guard, RAC, licence boundaries, 19c onwards.

Oracle, Db2 and SAP HANA Guild

Db2 SIG

LUW and z/OS, HADR, MON_GET monitoring, 12.1 upgrades.

NoSQL Guild

MongoDB SIG

Shard keys, WiredTiger, write concerns, Atlas or self-managed.

Real-time Analytics Guild

ClickHouse SIG

MergeTree design, ingestion at scale, Keeper, object-storage tiering.

Redis and Valkey Guild

Redis SIG

Memory and eviction, persistence, Cluster and Sentinel, Redis or Valkey.

Across every guild

Cloud DBaaS SIG

Managed or self-managed, shared responsibility, FinOps, cross-cloud DR.

How a SIG works

  • Who joins. Any guild member who runs the platform in production, at any title. Circle members join on the same terms. Most members sit on one or two SIGs.
  • Two SIG leads. Elected by the SIG at the guild founding sessions in November 2026, for a year. The steward rule applies: a lead may not hold a sales or pre-sales role anywhere.
  • The working session. Sixty minutes online each month, in a week the guild does not meet. One artefact on the table every time: a runbook, a drill result, an upgrade plan or a post-mortem.
  • Labs at the conferences. Where a GCC Leadership Conference runs a lab track, the SIGs run it: failovers, upgrades and restores on throwaway clusters, not slides.
  • Outputs go to the reading room. Every output names the engine and version, is reviewed by two members who did not write it, and carries a date so stale guidance is easy to spot.
  • The charter applies in full. No selling. Chatham House, with one strike. Customer names never appear in a session or an output.

On the reference links. fsyncDATA is a GCC club of MinervaDB Inc. Each SIG links to MinervaDB’s public page for that platform so members have a practitioner reference to read and argue with. SIG sessions are not a sales channel for MinervaDB or anyone else.

Inside the PostgreSQL Guild

PostgreSQL SIG

For the people who own PostgreSQL estates where a missed freeze is an outage, not a slow afternoon. The SIG works on the failure modes that only show up at size: tables that outgrow autovacuum defaults, replication slots that quietly hold WAL, and upgrades that have to finish inside a maintenance window someone else agreed to.

Working tracks

  • Autovacuum, bloat and XID and multixact wraparound: per-table thresholds, freeze strategy, and the catalog queries that warn early
  • HA and DR with Patroni, etcd and pgBackRest: failover that has been tested, restores that have been timed
  • Logical replication and CDC: slot hygiene, Debezium, and slot synchronisation to standbys in PostgreSQL 17+
  • Major-version upgrades: pg_upgrade in link mode against logical cut-over, and extension compatibility
  • Kubernetes operators such as CloudNativePG, and the estates where they are the wrong answer
  • pgvector and other extensions in production: memory, index build time, upgrade friction

First-year outputs

  • Wraparound early-warning runbook with the catalog queries behind every alert
  • Upgrade decision record: in-place or logical, by estate size and downtime budget
  • Patroni failover drill script with expected output at each step

Where members run it

  • Self-managed on VMs and Kubernetes
  • Amazon RDS for PostgreSQL and Aurora PostgreSQL
  • Google Cloud SQL and AlloyDB
  • Azure Database for PostgreSQL flexible server

Inside the MySQL and MariaDB Guild

MySQL SIG

For teams running MySQL at the volume where InnoDB settings stop being defaults and start being decisions. With MySQL 8.0 past end of life since April 2026, much of the first year is about moving estates to 8.4 LTS without surprises.

Working tracks

  • InnoDB internals: buffer pool sizing, redo log capacity, purge lag and history list length
  • Replication: GTID, multi-threaded replicas, Group Replication and InnoDB Cluster
  • Routing and pooling with ProxySQL and MySQL Router
  • Online schema change: INSTANT DDL, gh-ost and pt-online-schema-change, and when each one fails
  • 8.0 to 8.4 LTS: changed defaults, removed features, authentication plugin changes
  • Diagnosing replica lag and contention from performance_schema and sys

First-year outputs

  • 8.0 to 8.4 LTS upgrade checklist, tested on a staging replica first
  • Schema-change decision tree by table size, write rate and DDL type
  • Replica-lag diagnosis runbook built on performance_schema

Where members run it

  • Self-managed MySQL and Percona Server
  • Amazon RDS for MySQL and Aurora MySQL
  • Google Cloud SQL for MySQL
  • Azure Database for MySQL and Oracle HeatWave

Inside the MySQL and MariaDB Guild

MariaDB SIG

For teams that run MariaDB as MariaDB, not as an older MySQL. The two engines have diverged far enough that GTIDs, JSON handling, optimizer behaviour and replication between them all need their own notes, and this SIG keeps them.

Working tracks

  • Galera Cluster: flow control, certification conflicts, SST and IST, quorum loss and recovery
  • MaxScale: read-write split, automatic failover and its edge cases
  • MySQL and MariaDB divergence: GTID formats, JSON, optimizer differences, cross-engine replication
  • LTS moves from 10.6 and 10.11 to 11.4 and 11.8
  • ColumnStore for analytical workloads, and when to send them elsewhere
  • Exits forced by managed-service retirements, such as Azure Database for MariaDB

First-year outputs

  • Galera flow-control and SST troubleshooting runbook
  • MySQL and MariaDB compatibility notes, maintained by members and dated
  • LTS upgrade checklist with rollback steps

Where members run it

  • Self-managed Galera and replication clusters
  • Amazon RDS for MariaDB
  • MariaDB Enterprise deployments

Inside the SQL Server Guild

SQL Server SIG

For the people who run SQL Server where licensing, plan stability and availability groups decide most of the architecture. With SQL Server 2016 out of extended support since July 2026 and 2017 following in October 2027, upgrade and migration plans are on most agendas.

Working tracks

  • Always On availability groups: synchronous commit cost, readable secondaries, distributed AGs, failover testing
  • Query Store and plan regressions, including parameter-sensitive plans
  • tempdb, wait statistics and latch contention
  • Index and statistics maintenance at scale
  • Licensing-aware sizing: cores, editions and Azure Hybrid Benefit
  • Upgrades to SQL Server 2022 and 2025, and moves to Azure SQL

First-year outputs

  • AG failover drill runbook with verification after each phase
  • Plan-regression playbook built on Query Store
  • End-of-support migration decision record

Where members run it

  • Self-managed on Windows and Linux
  • Azure SQL Database and Azure SQL Managed Instance
  • SQL Server on Azure VMs
  • Amazon RDS for SQL Server

Inside the Oracle, Db2 and SAP HANA Guild

Oracle SIG

For the people who keep Oracle estates patched, protected and inside their licence. The SIG treats the licence boundary as a technical constraint, because a diagnostic query run in the wrong place can cost more than the hardware it runs on.

Working tracks

  • Release Updates and out-of-place patching
  • Data Guard, Fast-Start Failover and switchover drills
  • RAC and ASM operations
  • AWR and ASH, and the Diagnostics Pack licence boundary
  • 19c to 26ai (formerly 23ai) upgrade planning
  • Oracle on OCI, Exadata and Oracle Database@Azure, @AWS and @Google Cloud
  • Moves to PostgreSQL: what converts cleanly and what should stay

First-year outputs

  • Data Guard switchover and failover drill runbook
  • Licence-boundary checklist for diagnostic and tuning features
  • 19c to 26ai upgrade decision record

Where members run it

  • On-premises and Exadata
  • Oracle Cloud Infrastructure
  • Oracle Database@Azure, @AWS and @Google Cloud
  • Amazon RDS for Oracle

Inside the Oracle, Db2 and SAP HANA Guild

Db2 SIG

For the people running Db2 in banks, insurers and manufacturers, on LUW and on z/OS. Two communities that rarely share a room share this one, because HADR, monitoring and offload problems look more alike across them than the platforms suggest.

Working tracks

  • HADR synchronisation modes, takeover and pureScale
  • Monitoring with MON_GET table functions and db2pd
  • RUNSTATS, REORG and automatic maintenance
  • Upgrades: 11.5 to 12.1 on LUW, Db2 12 to Db2 13 on z/OS
  • Change data capture and offload to Kafka and cloud platforms
  • Db2 Warehouse and Amazon RDS for Db2

First-year outputs

  • HADR takeover runbook, verified with db2pd -hadr before and after
  • MON_GET health-check query pack
  • Db2 12.1 upgrade checklist for LUW

Where members run it

  • Db2 for LUW on Linux, AIX and Windows
  • Db2 for z/OS
  • Amazon RDS for Db2
  • IBM Db2 Warehouse

Inside the NoSQL Guild

MongoDB SIG

For teams whose MongoDB estates have outgrown their first shard key. The SIG works on the choices that are expensive to undo: how data is partitioned, what durability the application actually asked for, and where the cluster should run.

Working tracks

  • Shard-key design, resharding, the balancer and jumbo chunks
  • WiredTiger cache, checkpoints and eviction
  • Write concern, read concern and causal consistency
  • Replica-set elections and failover testing
  • Atlas, self-managed and DocumentDB-compatible services compared
  • Upgrades through feature compatibility version; time-series collections and vector search

First-year outputs

  • Shard-key review template
  • Election and failover drill
  • Feature-compatibility upgrade runbook

Where members run it

  • Self-managed replica sets and sharded clusters
  • MongoDB Atlas
  • Amazon DocumentDB and Azure Cosmos DB for MongoDB, for comparison

Inside the Real-time Analytics Guild

ClickHouse SIG

For teams running ClickHouse where queries land in milliseconds and ingestion never stops. Most production trouble starts with a sort key or a part count, so the SIG starts there and reads system tables before it reads dashboards.

Working tracks

  • MergeTree design: ORDER BY, partitioning, index granularity, skip indexes and projections
  • Ingestion: Kafka engine, asynchronous inserts and part-count pressure
  • ReplicatedMergeTree and ClickHouse Keeper quorum sizing
  • S3 and object-storage tiering with TTL moves
  • Mutations and lightweight deletes
  • LTS upgrades, and ClickHouse Cloud against self-managed open source

First-year outputs

  • Table-design review checklist based on system.parts and system.query_log
  • Keeper quorum and DR runbook
  • Ingestion back-pressure playbook

Where members run it

  • Self-managed open-source ClickHouse
  • ClickHouse on Kubernetes
  • ClickHouse Cloud

Inside the Redis and Valkey Guild

Redis SIG

For teams whose caches have quietly become systems of record. Valkey operators are as welcome as Redis operators: the SIG covers both, and the choice between them since the 2024 licence change.

Working tracks

  • Memory: maxmemory policies, fragmentation and big keys
  • Persistence: RDB against AOF, and fork latency
  • Redis Cluster and Sentinel: topology, resharding and failover
  • Latency: slowlog, latency monitoring and hot keys
  • Redis or Valkey after the 2024 licence change and Redis 8 licensing
  • Managed services and their failover behaviour

First-year outputs

  • Eviction and memory-pressure runbook
  • Redis or Valkey decision record
  • Cluster failover drill

Where members run it

  • Self-managed Redis and Valkey
  • Amazon ElastiCache and MemoryDB
  • Google Memorystore
  • Azure Managed Redis and Redis Cloud

Across every guild

Cloud DBaaS SIG

For the people who answer for managed databases on AWS, Azure and Google Cloud, and for vendor clouds such as Snowflake, Databricks and MongoDB Atlas. This SIG draws members from every guild, because the questions are the same whichever engine sits underneath: who owns the failure, what the bill is doing, and whether the DR plan has ever run.

Working tracks

  • Managed or self-managed, priced honestly including people and support
  • Shared responsibility: what the provider owns in failover, patching and backup
  • Maintenance windows, forced upgrades and extended-support charges
  • FinOps: reserved capacity, savings plans, storage and I/O pricing models
  • Migrations with AWS DMS, Azure Database Migration Service and Google Database Migration Service
  • Cross-region and cross-cloud DR, tested rather than diagrammed

First-year outputs

  • Shared-responsibility matrix per provider and service
  • Cloud database cost review template
  • Managed-service failover test plan

Where members run it

  • AWS: RDS, Aurora, DynamoDB, ElastiCache, Redshift
  • Azure: Azure SQL, Azure Database for PostgreSQL and MySQL, Cosmos DB
  • Google Cloud: Cloud SQL, AlloyDB, Spanner, Bigtable, BigQuery
  • Vendor clouds: Snowflake, Databricks, MongoDB Atlas, ClickHouse Cloud

Propose a SIG

The guilds also cover SAP HANA, Apache Cassandra, Amazon DynamoDB, YugabyteDB, CockroachDB, Trino, Vertica, Milvus and the cloud warehouses. A SIG for any of them opens when ten guild members ask for it and two agree to lead it. Write to the secretariat at shiv@minervadb.com.

Apply, ask, or nominate someone better

Practitioners apply to a Guild. Leaders request a Circle invitation. Anyone may nominate a peer. Every message to the secretariat is answered by a person within two working days.