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...
-- Raft consensus for multi-region
ALTER SYSTEM SET
cluster.consensus = 'raft';
ALTER SYSTEM SET
cluster.regions = 'us-east,eu-west,ap-south';
-- 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 implements the Raft consensus protocol for distributed coordination, enabling strongly consistent multi-region replication. Deploy across data centers with automatic leader election, log replication, and split-brain prevention.
-- Configure multi-region cluster
ALTER SYSTEM SET
cluster.mode = 'distributed';
ALTER SYSTEM SET
cluster.consensus = 'raft';
-- Add regions
ALTER CLUSTER ADD REGION
'us-east-1' WITH (
nodes = 3,
priority = 100
);
ALTER CLUSTER ADD REGION
'eu-west-1' WITH (
nodes = 3,
priority = 90
);
-- Set consistency per table
ALTER TABLE transactions
SET consistency = 'strong';
ALTER TABLE analytics
SET consistency = 'eventual';Train machine learning models directly inside the database without extracting data. The neural query planner uses deep learning to optimize query execution plans, learning from workload patterns and adapting in real time.
-- 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;
-- Enable neural query planner
ALTER SYSTEM SET
planner.mode = 'neural';HeliosDB Full incorporates quantum-inspired algorithms for solving complex optimization problems that classical approaches struggle with. Use QAOA, VQE, and Grover's-inspired search for query optimization, data partitioning, and combinatorial problems.
-- Enable quantum-inspired optimizer
ALTER SYSTEM SET
optimizer.quantum_mode = 'on';
-- 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 automatic kernel fusion for maximum throughput.
-- Enable GPU acceleration
ALTER SYSTEM SET
gpu.enabled = 'on';
ALTER SYSTEM SET
gpu.backend = 'cuda';
ALTER SYSTEM SET
gpu.devices = '0,1,2,3';
-- GPU-accelerated analytics
SET query.accelerator = 'cuda';
SELECT
region,
product_category,
SUM(revenue) AS total_revenue,
AVG(margin) AS avg_margin,
COUNT(*) AS transactions
FROM sales
WHERE sale_date >= '2026-01-01'
GROUP BY region, product_category
ORDER BY total_revenue DESC;
-- Runs 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.
-- Enable neuromorphic accelerator
ALTER SYSTEM SET
accelerator.neuromorphic = 'loihi2';
-- Create a spiking neural network model
CREATE MODEL anomaly_detector
TYPE spiking_neural_network
WITH (
accelerator = 'loihi2',
neurons = 1024,
time_steps = 100
) AS (
SELECT sensor_data, is_anomaly
FROM training_data
);
-- Real-time anomaly detection
SELECT sensor_id, timestamp,
PREDICT(anomaly_detector, reading)
AS anomaly_score
FROM sensor_stream
WHERE anomaly_score > 0.95;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.
-- Configure ABAC policies
CREATE POLICY data_classification
ON medical_records
USING (
current_user_attr('clearance')
>= row_attr('classification')
);
-- Enable SSO via OpenID Connect
ALTER SYSTEM SET
auth.sso.provider = 'oidc';
ALTER SYSTEM SET
auth.sso.issuer =
'https://auth.example.com';
-- Enable post-quantum encryption
ALTER SYSTEM SET
crypto.algorithm = 'kyber-1024';
ALTER SYSTEM SET
crypto.signature = 'dilithium-5';
-- LDAP authentication
ALTER SYSTEM SET
auth.ldap.server =
'ldap://ad.example.com:389';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.