Frontier Distributed Database — enterprise-scale with Raft consensus, GPU acceleration, and quantum-inspired optimization.
The frontier distributed database for enterprise, multi-region, and research workloads. HeliosDB Full includes everything in Lite plus 14 native protocol adapters, Raft consensus, in-database ML training, quantum-inspired optimization, GPU acceleration, and 183+ feature flags for custom builds.
Built with 193 Rust crates, Full is the most comprehensive database platform ever assembled — designed for organizations that demand the absolute best in performance, scale, and innovation.
-- Multi-protocol: Use any client
-- PostgreSQL, MySQL, MongoDB, Redis,
-- SQL Server, Cassandra, ClickHouse...
-- Built-in Raft consensus (default)
-- Multi-region distributed by design
-- GPU-accelerated analytics
SET query.accelerator = 'cuda';
SELECT region, SUM(revenue)
FROM sales
GROUP BY region;HeliosDB Full includes all Nano and Lite features — vector search, branching, time-travel, HeliosProxy, HeliosCore, stored procedures, gRPC/REST, MCP server — and adds enterprise distributed capabilities.
HeliosDB Full speaks the native wire protocol of 14 different databases. Connect with your existing PostgreSQL, MySQL, MongoDB, Redis, SQL Server, Cassandra, or ClickHouse clients — no code changes required. One database to replace them all.
# Connect via PostgreSQL
psql -h helios.example.com -p 5432 -d mydb
# Connect via MySQL
mysql -h helios.example.com -P 3306 -u root
# Connect via MongoDB
mongosh "mongodb://helios.example.com:27017"
# Connect via Redis
redis-cli -h helios.example.com -p 6379
# Connect via SQL Server
sqlcmd -S helios.example.com,1433 -d mydb
# Connect via Cassandra
cqlsh helios.example.com 9042
# All connecting to the SAME database
# with the SAME data, SAME transactionsHeliosDB Full embeds the Raft consensus protocol as its default coordination layer, with multi-region replication built into the architecture. Leader election, log replication, and split-brain prevention work out of the box — no configuration required.
-- Raft consensus: enabled by default
-- Multi-region: embedded in architecture
-- No ALTER SYSTEM configuration needed
-- Defaults (zero configuration):
-- consensus = raft
-- replication = 3
-- consistency = strong
-- failover = automatic
-- geo_routing = enabled
-- Override consistency per table
ALTER TABLE analytics
SET consistency = 'eventual';
-- View cluster status
SHOW CLUSTER STATUS;Train machine learning models directly inside the database without extracting data. The neural query planner automatically activates for complex OLAP queries (10+ joins, high-cost plans), using deep learning to find optimal execution plans. Simple and medium-complexity queries use the classical optimizer for maximum efficiency.
-- Train a model in-database
CREATE MODEL churn_predictor
TYPE classification
AS (
SELECT
usage_hours, support_tickets,
last_login_days, plan_type,
churned AS label
FROM customer_features
);
-- Use the model in queries
SELECT customer_id, name,
PREDICT(churn_predictor,
usage_hours, support_tickets,
last_login_days, plan_type
) AS churn_risk
FROM customers
WHERE churn_risk > 0.8
ORDER BY churn_risk DESC;
-- Neural planner activates automatically
-- for complex OLAP queries (10+ joins)
-- Simple queries use classical optimizerHeliosDB Full incorporates quantum-inspired algorithms that automatically activate for complex optimization problems where classical approaches struggle. For standard queries, the classical optimizer handles execution; quantum-inspired methods engage only when query complexity warrants it (10+ joins, cost > 10K).
-- Quantum optimizer auto-activates for
-- complex OLAP workloads (10+ joins,
-- cost > 10K). Falls back to classical.
-- QAOA for optimal partitioning
SELECT * FROM
quantum_optimize(
'partition',
TABLE orders,
max_partitions => 16,
algorithm => 'qaoa',
depth => 4
);
-- Grover-inspired search optimization
SET search.algorithm = 'grover_inspired';
SELECT * FROM large_unindexed_table
WHERE complex_predicate(col1, col2);
-- VQE for query plan optimization
EXPLAIN (QUANTUM)
SELECT * FROM t1
JOIN t2 ON t1.id = t2.fk
JOIN t3 ON t2.id = t3.fk;Offload heavy analytical queries and vector operations to GPUs for 10-100x speedup over CPU execution. HeliosDB Full supports both NVIDIA CUDA and AMD ROCm, with asynchronous data loading, multiple parallel GPU process control, and automatic kernel fusion for maximum throughput.
-- Async GPU offloading + parallel processes
SET gpu_enabled = true;
SET gpu_memory_limit = '8GB';
SET gpu_parallel_workers = 4;
-- Data loaded to GPU asynchronously
SET query.accelerator = 'cuda';
SELECT
region,
product_category,
SUM(revenue) AS total_revenue,
AVG(margin) AS avg_margin
FROM sales
WHERE sale_date >= '2026-01-01'
GROUP BY region, product_category
ORDER BY total_revenue DESC;
-- Async offload: ~50x faster on GPUHeliosDB Full is the first database to integrate with Intel Loihi 2 neuromorphic processors. Spiking neural networks enable pattern recognition and anomaly detection at 1000x lower power consumption than traditional approaches.
use heliosdb_neuromorphic::{
NeuromorphicEngine, Config,
};
// Loihi 2 auto-detected at startup
// Falls back to SNN simulator on CPU
let engine = NeuromorphicEngine::new(
Config::for_anomaly_detection()
).await?;
// Real-time anomaly detection (<1ms)
let is_anomaly = engine
.detect_anomaly(&sensor_data)
.await?;
// Pattern matching (<500µs)
let matches = engine
.match_pattern(&input_pattern)
.await?;
// Event stream: 1M+ events/sec
let processor = engine
.event_processor(1024).await?;HeliosDB Full extends the enterprise security foundation with Attribute-Based Access Control, SSO/LDAP integration, and post-quantum cryptography. Meet the strictest compliance requirements for regulated industries.
# /etc/heliosdb/heliosdb.toml
[auth.sso]
provider = "oidc"
issuer = "https://auth.example.com"
client_id = "heliosdb"
[auth.ldap]
server = "ldap://ad.example.com:389"
base_dn = "dc=example,dc=com"
[auth.abac]
enabled = true
default_policy = "deny"
# Post-quantum cryptography:
# CRYSTALS-Kyber (key exchange) +
# CRYSTALS-Dilithium (signatures)
# Enabled by default at compilation.
# Zero runtime overhead.HeliosDB Full offers 183+ compile-time feature flags, enabling organizations to build a custom database binary tailored to their exact requirements. Disable unused protocol adapters, enable experimental research features, or create a minimal build for specific deployment targets.
# Full build with all features
cargo build --release --all-features
# Custom enterprise build
cargo build --release --features "
postgres,mysql,mongodb,redis,
raft-consensus,multi-region,
gpu-cuda,abac,sso-oidc,ldap,
post-quantum-crypto,
neural-query-planner,
ml-training
"
# Minimal analytics build
cargo build --release --features "
postgres,clickhouse,
gpu-cuda,gpu-rocm,
columnar-arrow,simd
"
# Research build
cargo build --release --features "
quantum-qaoa,quantum-vqe,
neuromorphic-loihi2,
genomics,holographic-viz,
blockchain-crdt
"HeliosDB Full includes cutting-edge research capabilities for specialized workloads. From genomics and bioinformatics to blockchain-CRDT synchronization and holographic 3D visualization, Full pushes the boundaries of what a database can do.
-- Genomics: Store DNA sequences
CREATE TABLE genome (
id SERIAL PRIMARY KEY,
patient_id INT,
sequence DNA_SEQUENCE,
quality PHRED_SCORES
);
-- Sequence alignment search
SELECT patient_id,
sequence_align(
sequence, $reference_genome
) AS alignment
FROM genome
WHERE alignment.score > 0.95;
-- GraphRAG knowledge graph
SELECT * FROM graph_rag_query(
'What treatments are effective
for this gene mutation?',
knowledge_graph => 'medical_kg',
max_hops => 3,
embedding_model => 'pubmedbert'
);HeliosDB Full is designed for organizations that need the most comprehensive, powerful, and innovative database platform available.
14 protocol adapters, Raft consensus, ABAC/SSO/LDAP security, and SOC 2/HIPAA/GDPR compliance. One database platform to consolidate your infrastructure.
Raft consensus across 3+ regions with configurable consistency levels, automatic failover, and geo-aware routing for lowest-latency access worldwide.
Post-quantum cryptography, blockchain audit trails, data sovereignty controls, and comprehensive compliance automation for healthcare, finance, and government.
Quantum-inspired optimization, neuromorphic computing, GPU acceleration, genomics, and holographic visualization for cutting-edge research applications.
Contact our sales team to discuss enterprise licensing and deployment for HeliosDB Full.