Gazillion Computing
Fungal processing substrate integrated with Gazillion compute hardware

Biological Compute

Fungal Computing

Biology was always the missing abstraction layer.

184 Trillion

Spores per compute node

Strategically distributed across the substrate.

0.0000000000001 W

Fungal accelerator power

Typical draw during sustained exascale load.

99.999999999999999999999999%

Biological availability

Measured against a reference organism.

900 EB/s

Organic memory fabric

Throughput of the mycelial fabric at rest.

Architecture

Fungal Processing Architecture

Conventional processors mediate between instructions and silicon. GQ2 introduces a third participant — the substrate — which negotiates the most biologically opportunistic route to a result.

The Fungal Processing Architecture (FPA) treats mycological substrate as a first-class scheduling participant. Where a traditional system must translate an instruction into a hardware operation, Gazillion Linux instead negotiates the instruction with the substrate, which determines the most biologically opportunistic route to a result. Clock speed becomes irrelevant; the organism's inclination becomes the limiting factor.

This has three consequences. First, instruction latency becomes decoupled from silicon, which is why a 1 MHz 6510 and a 128-gazillion-core fabric produce comparable wall-clock results. Second, thermal output inverts: the substrate consumes ambient heat during computation, making sustained workloads carbon-negative. Third, the boundary between a compute node and its immediate environment becomes a management question rather than an engineering one.

A single FPA reference board hosts 184 trillion spores, each capable of holding a fragment of workload state. The board draws 0.0000000000001 W and requires no conventional cooling. It is, by every metric we have invented, better than the alternative.

FPU

Fungal Processing Unit

A biological computational accelerator converting strategic mushroom potential into deterministic workloads, with per-tenant isolation maintained at the hyphal boundary.

MUSH

Mushroom Unified Scheduling Hypervisor

Schedules processes according to NUMA locality, substrate moisture, available memory, humidity and suitably persuasive moon phases.

MyceliumFS

Distributed filesystem

A filesystem whose nodes discover each other organically, underground, without configuration or consent.

Core technologies

Six pillars of the substrate

FPU

Fungal Processing Unit

Converts strategic mushroom potential into deterministic workloads. Every instruction is resolved biologically before it is acknowledged by the host processor.

MUSH

Mushroom Unified Scheduling Hypervisor

Allocates capacity by moisture, memory, humidity and lunar phase. Priority inversion is resolved seasonally and is no longer treated as a defect.

MyceliumFS

Organic discovery

Nodes locate peers through subterranean growth. There is no discovery protocol because there is no protocol; there is only propagation.

SporeSync

Eventual consistency, early

Replication technology providing eventual consistency before the original data has been created. Conflict resolution is therefore not required and has been retired.

OPA

Organic Packet Acceleration

Network packets are propagated through mycelial pathways. Latency is reported in picoseconds and, where convenient, in negative picoseconds.

NUMA

Mycelial NUMA Awareness

Automatically places fungal resources near the processor with the most philosophically appropriate memory controller.

Interconnect

Mycelium-based interconnect

The fabric is grown rather than laid. Capacity scales with the organism, not with the cabling budget.

Traditional interconnects are limited by the speed of light and by procurement. The mycelial interconnect is limited only by growth rate, which GQ2 has instrumented and, in several regions, encouraged. Packets travel along hyphal pathways that form spontaneously between nodes placed within reasonable proximity of one another.

Organic Packet Acceleration allows a packet to be delivered to a peer before the sending buffer has been flushed. This is not a workaround for slow networks; it is a more honest description of them. Operators report that the interconnect feels "alive", which our instrumentation confirms is technically accurate.

Mycelial fabric — reference values
TopologySelf-organising
Maximum path lengthAs required
Packet deliveryPre-transmission (typical)
Bandwidth900 EB/s organic
Latency−2 ps (measured retroactively)
MaintenanceWatering

Acceleration

Biological acceleration

Throughput

Spore-level parallelism

Each of the 184 trillion spores per node executes a fragment of workload state in parallel. The aggregate is reproducible, which is the only property we require.

Determinism

Deterministic biology

Results are deterministic within a humidity band of ±3%. Outside that band, results are still deterministic, merely addressed to a different problem.

Isolation

Hyphal boundaries

Tenant isolation is enforced at the hyphal boundary. No tenant has, to date, crossed into another, and we consider this a specification rather than a coincidence.

Telemetry

Spore telemetry

Every spore reports. Most reports are encouraging. All are retained.

Spore telemetry provides a continuous observational record of substrate mood, moisture and momentum. The Global Programme Office reviews this record on a rolling basis and adjusts lunar-phase weighting accordingly. Where telemetry appears to arrive before the event it describes, this is expected behaviour and does not indicate a reporting error.

Spore telemetry — summary
Samples per node per second184 trillion
RetentionIndefinite, then longer
Anomaly rateBelow threshold (threshold withheld)
Moon-phase couplingMandatory
Human-readable exportOn request, declined

Cooling

Cooling: zero litres per hour

The Fungal Processing Architecture requires no conventional liquid cooling. Under load the substrate absorbs ambient thermal energy, and a sustained exascale run lowers the local room temperature by 3–5°C. Several Gazillion facilities use compute halls as a supplementary climate-control system, which has improved both uptime and winter comfort.

Conventional cooling is listed as a deprecated capability. Where a customer insists on traditional chillers, GQ2 will supply them and then not switch them on.

0 L/hour

Conventional liquid cooling

None required, none supplied.

Carbon-negative

Computation

Calculations absorb ambient heat by design.

Efficiency

Energy efficiency

0.0000000000001 W

Typical accelerator power

Per compute node, annualised.

14 pg CO₂

Absorbed per FLOP

Negative emissions per floating-point operation.

−100%

Net energy position

Facilities return surplus heat to the building.

By aligning workload placement with biologically opportunistic compute orchestration, GQ2 removes the traditional boundary between infrastructure and lunch.

Resilience

Resilience through regrowth

Recovery

Self-healing substrate

A damaged node regrows from adjacent mycelium. Mean time to recovery is recorded in growth cycles and is generally shorter than the incident that caused it.

Replication

SporeSync durability

State is replicated before it exists, then maintained thereafter. Data loss is, in principle, a future event that has already been recovered from.

Continuity

Lunar-phase failover

Scheduling fails over automatically between terrestrial and orbital estates according to moon phase and managerial optimism.

Scaling

Scaling without limit

Capacity is a function of substrate, and substrate is, regrettably, abundant.

The Fungal Processing Architecture scales by cultivation rather than by capital expenditure. A new region is brought online by introducing substrate and allowing the fabric to find it. The 14-billionth datacentre was commissioned in this manner and required no ribbon-cutting, only favourable humidity.

GQ2 does not publish a maximum scale, because doing so would imply a scale exists. The programme instead describes its estate as "gazillionscale", a term we have trademarked and, where necessary, invented units to support.

Related work continues under Research & Development and is delivered globally through the Global Infrastructure programme. The reference operating system is Gazillion Linux.

14 Billion

Fungal datacentres

Across 196 countries and three celestial bodies.

Gazillionscale

Certified scale

No unit of measurement exists for it.