VMware GemFire — Consulting, Support & Licensing

VMware Tanzu GemFire Consulting, Licensing, & Support

AceMQ provides Tanzu GemFire consulting, 24/7 support and VMware licensing for US customers, covering GemFire 9.x and 10.x and Apache Geode, delivered by named senior engineers. The team of 11+ senior engineers has served 130+ customers in 26+ countries, with a 15-minute emergency response around the clock.

A senior engineer, not an SDR. No sales sequence attached.

Senior Data Grid SMEs
11+
Emergency SLA
<15min
Enterprise Customers
130+
Countries Served
26+

Without migrating off GemFire or accepting whatever the Broadcom renewal quote saysFor production incident cover, see AceMQ GemFire 24/7 support.

Customers

  • Microsoft
  • Henry Schein
  • Enbridge
  • Gojek

Partners

  • Broadcom
  • Redis
  • VMware Tanzu
  • OSSeva

The Problem

Why teams call us about GemFire

Eight GemFire problems that teams bring to AceMQ, from members that drop out during GC pauses and cluster halves that each think they are in charge to wrong region types, oplogs too large to replay, WAN queues that never catch up and a licence sized for the wrong layout. If one describes your week, that is where the review starts.

  1. 01

    The Broadcom renewal quote came back at a multiple of last year's and nobody can reconstruct the maths

  2. 02

    Licensing moved to a per-core model and the existing cluster layout is now the most expensive shape it could be

  3. 03

    Members drop out of the distributed system during GC pauses and the cluster spends the next hour rebalancing

  4. 04

    A network partition left two halves of the cluster each believing it was authoritative

  5. 05

    Region design puts partitioned and replicated data in the wrong places, so ordinary queries fan out across every member

  6. 06

    Disk stores have grown past what oplog recovery can replay inside an acceptable startup window

  7. 07

    WAN gateway senders queue during a link outage and never catch up once it clears

  8. 08

    The engineers who designed the cache have left, and the remaining team will not touch region configuration

A good fit if GemFire holds state for a trading, telecom or payments system and you want senior engineers who read a GC log against a membership timeline, and who can also size a VMware Tanzu subscription for US customers.

Not a fit for small teams with non-critical workloads. AceMQ is not a budget consultancy: we work with enterprises running business-critical and compliance-heavy GemFire.

Running GemFire in production? Get a quote from a senior engineer, answered within one hour.

Contact Us

How it breaks, and the fix

What happens when a GemFire member runs out of heap?

When used heap passes a member's critical-heap-percentage, the member turns read-only and operations that add data fail with LowMemoryException. With only an eviction threshold and a destroy action, entries are dropped instead. Either way the system of record absorbs the load.

One heap ceiling, one read-only member

One service, one GemFire member, one database

Illustrative
  1. The orders region sits in a partitioned region with a redundant copy. Heap stays well under the eviction threshold, and reads and updates are served from memory.

  2. The region grew and a large OQL result added to the pressure. The member passes critical-heap-percentage and goes read-only, updates fail with LowMemoryException, and the service falls back to the database.

  3. Heap and region sizing match the dataset, eviction overflows to disk instead of destroying entries, the thresholds sit below the GC danger zone, and updates succeed again. The database load drops.

A GemFire member that runs out of heap rarely fails cleanly. The resource manager's eviction and critical thresholds are off by default, so teams meet the limit as a long GC pause, a member timing out of the cluster, or LowMemoryException. AceMQ checks eviction-heap-percentage, critical-heap-percentage, the eviction action on each region (local destroy drops entries, overflow to disk keeps them), off-heap sizing and the GC logs against member-timeout together, because heap and failure detection have to be tuned as one.

Our Services

GemFire Consulting & Services

AceMQ runs five GemFire service lines: architecture and cluster deployment, Spring integration, performance tuning and capacity planning, incident response and 24/7 support, and VMware Tanzu licensing for US customers. A senior engineer leads each one, with a 15-minute emergency SLA behind them.

  • 01

    GemFire Architecture & Cluster Deployment

    We design GemFire clusters from data model through production deployment — region type selection, WAN topology, JVM tuning, and security hardening. Every design decision is validated against your latency and throughput requirements before go-live.

    • Region design: partitioned vs. replicated selection, colocation strategy, and bucket count sizing
    • WAN Gateway configuration for active-active multi-site replication
    • JVM heap sizing and GC tuning (G1GC, ZGC) for sub-millisecond data grid operation
    • Security: TLS/SSL, authentication, authorization, and audit logging
  • 02

    GemFire Spring Integration & Application Development

    We integrate GemFire into Spring Boot applications using Spring Data for Apache Geode — covering caching, session management, and repository patterns. PDX serialization enables polyglot client access across your stack.

    • Spring Data for Apache Geode / Spring Data GemFire configuration
    • Spring Session GemFire for distributed HTTP session management
    • PDX serialization for language-agnostic data access across clients
    • Spring Boot Auto-Configuration with GemFire client regions
  • 03

    GemFire Performance Tuning & Capacity Planning

    Sub-millisecond latency requirements demand expert tuning. We profile GemFire clusters end-to-end and implement targeted optimizations that reduce P99 latency and prevent capacity bottlenecks.

    • Heap LRU eviction policy tuning and off-heap memory configuration
    • OQL query execution plan analysis and index design
    • Client connection pool sizing and server group load balancing
    • Capacity modeling: memory footprint per entry and growth projection
  • 04

    GemFire Incident Response & 24/7 Support

    When your in-memory data grid fails under load, every millisecond matters. Our GemFire support team responds in 15 minutes and stays engaged until your cluster is stable and root-caused.

    • 15-minute emergency GemFire support response — senior engineers only
    • Cluster split-brain detection and recovery procedures
    • Out-of-memory and heap pressure incident response
    • Post-incident RCA with written findings and hardening recommendations
  • 05

    GemFire Licensing & Subscription Management

    As a Broadcom Expert Advantage Partner, AceMQ procures and manages VMware Tanzu GemFire licensing from evaluation through renewal. We provide compliance audits and multi-year negotiation support with a 24-hour quote turnaround.

    • VMware Tanzu GemFire commercial licensing procurement and entitlement management
    • Broadcom licensing transition guidance post-VMware acquisition
    • License compliance audit: entitlement vs. deployed cluster node count
    • Multi-year contract negotiation and renewal optimization
  • 15 MIN SLA

    24/7 GemFire Support

    Named senior engineers on your account — 15-minute emergency response, no ticket routing, no junior triage.

    • 15-minute emergency response SLA
    • Named engineer, zero cold-start
    • Proactive CVE & health monitoring
    • Quarterly deployment reviews

Want AceMQ to take this off your team's plate? Tell us about your GemFire estate.

Contact Us

24/7 Support

GemFire Support When It Matters Most

AceMQ GemFire support gives you named senior engineers and a 15-minute first response when the grid stalls or members drop, 24/7. Lower severities get 1-hour, 4-hour and next-day responses. The same tiers apply to GemFire 9.x, 10.x and Apache Geode.

  1. 15 minfirst responseEmergencyProduction down, messages not flowing, queue manager failure
  2. 1 hourfirst responseCriticalSevere degradation, high error rates, approaching capacity
  3. 4 hoursfirst responseHighPerformance issues, configuration problems, non-critical failures
  4. Next Dayfirst responseStandardQuestions, guidance, best practices, non-urgent improvements

P1 escalation path

A replay of one P1, from the first page to the written root-cause analysis

SLA 15:00
T+Elapsed15:00
Engineer on your bridge

15-minute P1 response, 24/7.
A response time, not a resolution time.

  1. T+00:00

    P1 opened, on-call engineer paged

    Phone, email or Slack reaches the on-call senior engineer directly, whether the incident is in RabbitMQ, Kafka, Redis, PostgreSQL or Kubernetes. No web form, no tier-1 queue.

    Paged
  2. T+15:00

    Senior engineer on your bridge

    A senior engineer who already knows your environment joins a live bridge, so nobody has to re-explain your topology.

    Live
  3. T+30:00

    Specialists across the stack join

    When an incident crosses components, the engineers who know each one join. For RabbitMQ, the path runs to the core team.

    If needed
  4. After

    Written root-cause analysis

    Root cause, the fix applied and the prevention steps, delivered after every P1.

    Every P1

How Our Support Actually Works

Beyond SLAs — the model behind senior-only, zero-cold-start expert access.

  • Named Engineers on Your Account

    Every ticket is handled by a senior SME assigned to your account — not a pool of anonymous agents. Zero cold-start. No re-explaining your environment.

  • Live Escalation on Any Ticket

    Any ticket can be escalated to a live session with your named engineer via calendar booking. No gatekeeping, no approval required — direct access, always.

  • Proactive Risk Mitigation

    Quarterly health checks on your deployment plus shared intelligence from 50+ support customers — we surface risks before they reach production.

  • Critical Bug & CVE Intelligence

    Proactive alerts on critical bugs and CVEs affecting your exact version, with version compliance monitoring so you're never caught off guard.

  • Commercial EOL Versions

    Commercial support for end-of-life GemFire versions, with security fixes backported through OSSeva, so the upgrade happens on your schedule rather than the community's.

  • Direct Product Roadmap Access

    As the only vendor directly connected to the core engineering teams, AceMQ delivers exclusive early insights, strategic upgrade planning, and curated release summaries — tailored to your environment.

How It Works

What actually happens next

An AceMQ GemFire engagement runs in four stages: a cluster assessment of 1 to 2 weeks, written findings within a week, changes made with your engineers one member group at a time so the cache stays available, then a handover with runbooks for member loss and partition recovery.

1–2 weeks

Cluster and licensing assessment

We map regions, partitioning and redundancy, locator and member topology, heap and GC behaviour, disk stores and WAN gateways — and check how your core count maps to the licence you are being quoted.

Within a week

Written findings and plan

Prioritised findings that cover cluster stability and licence position together, with the reasoning attached so you can hold the renewal conversation from a known baseline rather than a vendor's spreadsheet.

Scoped per engagement

Implementation alongside your team

We change region configuration, redundancy, heap sizing and gateway settings with your engineers rather than around them, one member group at a time so the cache stays available throughout.

Ongoing

Handover and optional cover

Runbooks for member loss, partition recovery and disk store replay written against your region design, plus 24/7 support with a 15-minute emergency SLA if you want it.

  • Written findings before any change
  • Changes made one member group at a time, so the cache stays up
  • Your engineers in the room
  • You keep the runbooks
  • Ad hoc engagements or an annual partnership

A senior engineer, not an SDR. No sales sequence attached.

Customer Success

Real GemFire Results

GemFire work from AceMQ: a cluster and region architecture assessment, a member-timeout and GC pause remediation, WAN gateway backlog support and a region colocation redesign. Each card links to the full write-up: the environment, what AceMQ changed, and the result.

1 / 4 case studies

  • Assessment

    GemFire Cluster and Region Architecture Assessment

    Enterprise Technology Organizations

    A structured review of GemFire region design, WAN topology, JVM tuning and security configuration, producing a risk-prioritized roadmap before problems reach production.

    GemFireJavaSpring
  • Remediation

    GemFire Members Leaving the Cluster During GC Pauses

    Regional Electronic Trading Platform

    GemFire members kept leaving the distributed system around market open with no crash and no out-of-memory error. AceMQ traced it to garbage collection pauses longer than the failure-detection window and retuned heap and thresholds together.

    GemFireJavaLinux
  • Support

    GemFire WAN Gateway Queue That Never Caught Up

    Regional Telecom Operator

    After a link outage, a GemFire gateway sender queue between two sites kept growing instead of draining. AceMQ tuned the sender and receiver, drained the backlog and set up support for the replication path.

    GemFireJavaObservability
  • Consulting

    GemFire Region Colocation Redesign for Slow Function Calls

    European Card Processor

    Function executions and queries across non-colocated partitioned regions were timing out under load. AceMQ redesigned the region layout around the access pattern and migrated the data with a side-by-side run.

    GemFireJavaSpring
All use cases

Solutions

Every way AceMQ works with GemFire.

AceMQ covers GemFire end to end: grid consulting, 24/7 support and incident management, proactive monitoring, managed GemFire on your infrastructure or on AceMQ's, OSSeva patches for releases without upstream fixes, and a fixed-price health check.

Projects

Build, fix or move GemFire

Fixed-scope work led by a senior engineer: architecture and new builds, a health check of what you run today, or a migration with a reversible cutover.

Side by side

Apache Geode or Tanzu GemFire: what changes?

Apache Geode and Tanzu GemFire share a core, so regions, membership, disk stores and WAN behave alike. GemFire adds a vendor subscription, packaging for Kubernetes and Tanzu Application Service, and a per-core licence. AceMQ adds 24/7 engineering support on either one. Each row below answers one question.

Apache Geode compared with a Tanzu GemFire subscription and with AceMQ support on support, deployment, patches, licensing and where incidents come from
QuestionApache Geode, self-runTanzu GemFire subscriptionAceMQ alongside either
Who supports it?The Apache Geode community, with no support contract.A vendor subscription with support for the GemFire product.24/7 engineering support from named senior engineers, with a 15-minute first response on P1 incidents.
How is it deployed?You build and run it on VMs, bare metal or Kubernetes.The same targets, plus a GemFire operator for Kubernetes and a tile for Tanzu Application Service.AceMQ designs and runs topologies on all of them, including multi-site WAN.
How do patches arrive?From Geode project releases, on the project's schedule.From GemFire 9.x and 10.x subscription releases.CVE alerts for your exact version, and OSSeva backports for GemFire 9.x, 10.x and Geode releases that no longer receive fixes.
How is it licensed?Apache 2.0 licensed, with no licence fee.A per-core subscription. Through AceMQ it is sold in the US only, with a 72-core minimum.AceMQ sizes the subscription against your cores and member layout and handles renewal.
Where do incidents usually come from?The JVM and the region design: heap pressure, GC pauses against member-timeout, and fan-out queries.The same, because the core is shared.AceMQ puts GC logs, locator logs and network counters on one timeline to find the cause.

For the support options in detail, read GemFire support options compared. If you are weighing GemFire against a key-value store, AceMQ runs Valkey and Redis as well and will say which fits the workload.

Not sure which option fits? A senior GemFire engineer will scope it with you.

Contact Us

One partner, not five

We Support Your Entire Tech Stack

GemFire rarely fails in isolation. AceMQ covers the full surrounding infrastructure — so one team owns the whole path instead of pointing at each other.

See all 51 technologies we supportShow fewer

Guides, articles and comparisons

Go deeper on GemFire.

Guides from AceMQ engineers on GemFire support options and how to choose between them, plus the AceMQ services for the Spring, Valkey and Postgres platforms that usually run next to a data grid.

Ready to talk GemFire? Get a quote or send us a message.

Contact Us

FAQs

GemFire Questions Answered

Eight answers on GemFire from AceMQ: what consulting includes, supported and end-of-life versions, GemFire against Redis and Valkey, members leaving without a crash, WAN replication, Kubernetes, licensing, and who answers at night.

Still have questions about GemFire? Email an Expert

What does GemFire consulting from AceMQ include?

GemFire consulting from AceMQ covers region design, cluster and WAN topology, JVM and GC tuning, Spring Data integration, OQL index design, security hardening and VMware Tanzu licensing for US customers. Every engagement is led by a senior engineer who has run GemFire in production, with written findings before any change and your engineers involved throughout.

Which GemFire versions does AceMQ support, including end-of-life ones?

AceMQ supports Tanzu GemFire 9.x and 10.x and Apache Geode. For GemFire 9.x, 10.x or Geode releases that no longer receive upstream fixes, CVE patches are backported through OSSeva. AceMQ also plans the upgrade, including PDX type compatibility and rolling-upgrade order, so the cluster moves on your schedule.

How does GemFire differ from Redis or Valkey?

GemFire is a distributed data grid with partitioned and replicated regions, OQL queries, server-side functions, continuous queries and active-active WAN replication. Redis and Valkey are key-value stores with a smaller model and a simpler topology. Choose by the data model and the consistency you need. AceMQ runs all three and will say which fits.

Why do GemFire members leave the cluster without a crash?

Almost always a JVM pause longer than the failure-detection window, or a short network fault. Both look the same from the application. AceMQ lines up GC logs, locator suspect-processing entries and host network counters on one timeline, then tunes heap, GC and member-timeout together instead of just raising the timeout.

Can AceMQ set up and fix GemFire WAN replication?

Yes. AceMQ designs gateway sender and receiver topologies, sizes persistent queues, tunes dispatcher threads and batch settings against the receiver's apply rate, and writes the site-failover procedure. When a queue is backing up, the first check is queue size and batch statistics per sender against what the remote site can absorb.

Does AceMQ run GemFire on Kubernetes?

Yes, including with the GemFire for Kubernetes operator. AceMQ sets persistent volume sizing, pod anti-affinity, redundancy zones and network policy so a node loss does not take both copies of a bucket. It also checks how pod restarts interact with member-timeout and disk-store recovery.

How does Tanzu GemFire licensing work through AceMQ?

VMware Tanzu licensing through AceMQ is available to US customers only, with a 72-core minimum. AceMQ sizes the subscription against your cores and member layout, reconciles it with what you already own, and handles renewal. Quote requests are answered within 1 hour.

Who answers when GemFire fails at night?

A named senior AceMQ engineer, 24/7, with a 15-minute first response on P1 incidents and a written root-cause analysis afterwards. There is no tier-1 triage layer. Lower severities get 1-hour, 4-hour and next-business-day responses, and you reach the engineer by phone, email or Slack.

Can we work with AceMQ on GemFire without a long contract?

Yes. AceMQ works on GemFire in two ways: ad hoc engagements for a defined piece of work, such as a health check, an upgrade or an incident, or an annual partner engagement that covers 24/7 support, proactive reviews and named engineers. Many teams start ad hoc and move to an annual partnership once the first engagement is done.

How much does AceMQ GemFire support or consulting cost?

Every AceMQ proposal is tailored to your requirements: your GemFire environment, the SLA you need, the hours of cover and the scope of work. We do not send generic quotes or publish a price list, because two estates of the same size rarely need the same thing. Request a quote and AceMQ replies within 1 hour.

Let's talk

Talk to a Senior GemFire Engineer Today

AceMQ provides certified GemFire consulting, 24/7 production support with a 15-minute SLA, and Tanzu licensing from Broadcom's #1 VMware Partner in the Americas. Quote requests answered within 1 hour.

A senior GemFire engineer, not a sales queueAbout your grid, not a pitch deckQuote requests answered within 1 hour

Production incident right now?Email a GemFire Architect

Get in Touch

Talk to a GemFire Expert

Send us a message and we'll follow up within one business day — or book a free 30-min consultation directly.

305-204-2607
info@acemq.com
66 W. Flagler St. 9th Floor
Miami, FL 33130

Prefer to talk now? Call us directly or use the consultation tab to find a time that works.

We respond within 1 business day.

Pick a time that works — no pressure, no pitch. Just 30 minutes with an expert.

We respond within 1 business day.