🚀 Unlocking Next-Level Performance for AI, Crypto, Mobile a
At ROLV, LLC we’re redefining sparse data processing with groundbreaking technology that delivers un
Our Mission
Our solutions empower industries to handle massive datasets with fewer resources — reducing costs, cutting environmental impact, and maintaining high accuracy.
Whether optimizing AI models, streamlining cryptocurrency operations, enabling smarter mobile apps, or enhancing electric vehicle systems, rolvSPARSE© sets a new standard for scalable, sustainable computing.
⚙️ Our Technology
rolvSPARSE© combines advanced compression, adaptive optimization, and hardware-aware techniques to accelerate sparse matrix operations.
Key Features
- Intelligent Data Reduction — Compresses sparse structures for faster processing without fidelity loss
- Dynamic Parameter Tuning — Automatically adjusts configurations based on workload characteristics
- Hardware Optimization — Integrates seamlessly with modern GPUs to maximize throughput and minimize power
🔒 Backed by 6 patents pending, rolvSPARSE© excels in real-world scenarios where data sparsity ranges from 40–95%, common in AI training, crypto algorithms, mobile edge computing, and EV data handling.
📊 Benchmarks: Real-World Results
Test Environment:
NVIDIA B200 GPU
Amortized over 1,000 iterations
Sparsity Speedup vs cuSPARSE Speedup vs Dense Energy Savings vs cuSPARSE
70% 315× 83× 99.67%
80% 207× 84× 99.50%
90% 103× 83× 99.00%
95% 51× 83× 98.03% 🌟 Spotlight: 70% Sparsity
At 70% sparsity, common in pruned AI models, rolvSPARSE© achieves a 315× speedup vs cuSPARSE.
Impact Example:
- 315 GPUs with rolvSPARSE© ≈ 100,000 standard GPUs
- Cost of 100,000 GPUs @ $35,000 each → $3.5B
- Cost of 310 GPUs → $10.8M
- Savings: $3.489B in hardware alone
Scaling further, 100,000 GPUs with rolvSPARSE© perform like 30M GPUs, avoiding over $1.06T in hardware costs.
🌍 Energy Savings: Industry & Environment
rolvSPARSE© delivers 98–99% energy savings vs baseline methods.
Example: At 70% sparsity → 0.10 J per iteration vs 31 J for cuSPARSE.
Industry Impact
- Data Centers & AI — Reduces server-farm power draw by ~99%; large providers save $100M+ annually
- Crypto — Lowers mining energy demand (120–240 TWh/yr), enabling sustainable blockchain
- Mobile & EVs — Extends battery life up to 50%
Environmental Impact
- AI’s carbon footprint rivals aviation; rolvSPARSE© can offset millions of tons of CO₂ yearly
- Supports global net-zero 2050 initiatives
🛡️ Patents Pending
Protected by 6 patents pending, covering applications in AI Cryptocurrency Mobile devices and Electric vehicles.
👤 Meet the Founder
Rolv E. Heggenhougen, Founder & CEO of ROLV LLC, has built over a dozen businesses across four continents, taking two public. He holds two U.S. patents (with 6 pending) and earned his degree from the University of Miami. A proven entrepreneur and innovator, Rolv now leads ROLV, LLC mission to revolutionize sparse computing for AI, crypto, mobile, and EVs.
📐 The ROLV Unit: Your Efficiency Metric
ROLV Unit=S⋅log10(S)/∣log10(1−D+ϵ)∣+E⋅S/100
Where:
- ( S ) is the speedup,
- ( D ) is the density (1 - sparsity),
- ( E ) is the energy savings percentage,
- ϵ=1×10−6\epsilon = 1 \times 10^{-6}\epsilon = 1 \times 10^{-6} (a small epsilon to avoid division by zero).
If S>1S > 1S > 1 and 0<D<10 < D < 10 < D < 1:
🤝 Get Involved
Interested in partnering, licensing, or testing rolvSPARSE©?
👉 Reach out today by filling out form below
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