Benchmarking the future of private computations by P2P.org
We Benchmarked H100 vs L40S for Private Computations — Here’s What Scales (and What Doesn’t)
In this deep-dive technical session, P2P.org presents benchmark results comparing two NVIDIA GPU architectures — H100 and L40S — using the open-source prover. The team explores two scaling strategies:
Assigning multiple GPUs to a single proof generation, and
Running multiple proofs in parallel, with one GPU each.
The findings? Parallel proof execution delivers significantly higher throughput on both platforms, with diminishing returns for multi-GPU single-proof setups.
Join Konstantin Ivanov (P2P Labs Lead SRE) as he reveals:
Practical insights into ZK & FHE on hardware
What actually scales in production
The best parallelization setups for confidential computations
Whether you're a developer exploring FHE, a researcher deep in privacy tech, or an investor looking for the next infrastructure wave — the Zama Coffee Shop is where the ecosystem gathers to think, ship, and collaborate.
Come for the coffee. Stay for the privacy revolution.
About P2P.org:
P2P.org stands at the forefront of institutional staking, transforming digital asset participation through our pioneering "Staking-as-a-Business" approach. With over $10 billion in staked and restaked assets spread across more than 40 blockchains, P2P.org has built a thriving ecosystem that serves over 90,000 delegators and hundreds of institutional clients. P2P.org's commitment to technological excellence and performance optimization consistently delivers superior staking experience, while the unified API simplifies the complex world of multi-chain staking - enabling institutions to access optimized solutions across 30+ chains through a single integration.
For more information, please visit: www.p2p.org
LinkedIn: p2p-org
Follow us on X: @P2Pvalidator
Privacy notice: www.p2p.org/privacy-policy
📍 About the Zama CoFHE Shop
Your favorite homebase is back for the DevConnect week.
The Zama CoFHE Shop is open from Monday, November 17th to Friday, November 21st, 7.30AM to 8.30PM (with evening afterwork events).
Come enjoy good coffee, attend cool meetups and meet the Zama team.
Find all info and meetups schedule here.
Please note:
• Registration must use a professional email — personal domains will be declined
Disclaimer:
Zama and P2P.org are using the platform Luma (lu.ma) to manage registrations for this event. Each host processes your personal data as a separate controller in accordance with their respective Privacy Notices. Please note that your data may be processed outside the EU/EEA.
Luma Inc.’s own terms and conditions—including those relating to data processing—may also apply. None of the hosts (Zama or P2P.org) act as agents for one another, and this setup does not constitute a joint venture, partnership, or agency relationship.
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By registering for this event, I confirm that I have read and understood P2P.org’ Privacy Policy (https://www.p2p.org/privacy-policy) and the privacy notice.
Notice on Photography:
Please be aware that photography and filming may take place during this event and that such content may be used without compensation. By registering and attending, you agree to being filmed and photographed and to the usage of such obtained content.