ProbeLab Analytics Platform

ProbeLab's Map of the Decentralized Web

Data-driven insights and curated analytics for P2P networks, protocol benchmarking, and systematic performance analysis.

10+
Networks Monitored
1M+
Data Points/month
20+
Network Audits

Advancing P2P Network Science

We build tools and operate infrastructure to measure the performance of Web3.0 network protocols. The target is to identify bottlenecks, benchmark against performance milestones, and propose improvements to core design principles.

Protocol Research

Deep analysis of internal network protocol logic, cross-protocol interoperation, and network architecture across multiple blockchain networks.

Systematic Measurement

Empirical measurement campaigns across different networks to benchmark protocols against target performance milestones and identify optimization opportunities.

Data-Driven Optimization

Systematic approaches to protocol optimization and networking stack improvements based on rigorous data analysis and performance insights.

Our Trusted Partners

Logo Filecoin Logo Protocol Labs Logo Ethereum Logo IPFS Logo libp2p Logo Optimum P2P Logo Gnosis Logo Base Logo Celestia Logo Avail Project Logo Polkadot Logo Filecoin Logo Protocol Labs Logo Ethereum Logo IPFS Logo libp2p Logo Optimum P2P Logo Gnosis Logo Base Logo Celestia Logo Avail Project Logo Polkadot

Our Services

Our commitment to rigorous analysis and data-driven studies is bound to optimize your networking stack for good.

Network Health Diagnostics

Within one month, our team identifies the networking components and protocols that present most potential for optimisation.

Network Security Audits

We dive into the internals of the networking codebase to quantify the resilience of the network against Sybil and Eclipse attacks.

Data & Reports for Regulatory Purposes

We act as an independent, third-party to provide the data that your organisation needs for regulation purposes, such as MiCA and others.

Network Health Monitoring Reports

Our executive reports provide valuable insights on the high-level characteristics of the network.

Tailor-made Monitoring Tool Development

We design and develop custom tools to capture the most important network metrics and build dashboards for continuous monitoring.

Real-time Monitoring & Alerting

Our specialised tooling and infrastructure can be adapted to provide real-time insights, as well as alerts when certain thresholds are exceeded.

Our Team

Yiannis Avatar 2
CEO

Yiannis Psarras

Mikel Avatar
Software Engineer

Mikel Cortes

Dennis Avatar
Software Engineer

Dennis Trautwein

Supported Networks

Deep analysis and monitoring across leading Web3 protocols and P2P networks

Outreach

Papers and talks on the wires of Web3.

SIGCOMM '22 Paper ·

Design and Evaluation of IPFS: A Storage Layer for the Decentralized Web

Dennis Trautwein·Aravindh Raman·Gareth Tyson·Ignacio Castro·Will Scott·Moritz Schubotz·Bela Gipp·Yiannis Psaras

Recent years have witnessed growing consolidation of web operations. For example, the majority of web traffic now originates from a few organizations, and even micro-websites often choose to host on large pre-existing cloud infrastructures. In response to this, the "Decentralized Web" attempts to distribute ownership and operation of web services more evenly. This paper describes the design and implementation of the largest and most widely used Decentralized Web platform --- the InterPlanetary File System (IPFS) --- an open-source, content-addressable peer-to-peer network that provides distributed data storage and delivery. IPFS has millions of daily content retrievals and already underpins dozens of third-party applications. This paper evaluates the performance of IPFS by introducing a set of measurement methodologies that allow us to uncover the characteristics of peers in the IPFS network. We reveal presence in more than 2700 Autonomous Systems and 152 countries, the majority of which operate outside large central cloud providers like Amazon or Azure. We further evaluate IPFS performance, showing that both publication and retrieval delays are acceptable for a wide range of use cases. Finally, we share our datasets, experiences and lessons learned.

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Thumbnail for A Toolbox for libp2p Network Monitoring
libp2p-day '25

A Toolbox for libp2p Network Monitoring

Dennis Trautwein · Mikel Cortes

Dennis and Mikel from ProbeLab present their work on rigorous P2P protocol measurement and benchmarking, aimed at making peer-to-peer networks faster, safer, and more resilient. They walk through their suite of measurement tools targeting the libp2p ecosystem; including Nebula and Ants for network topology, Boomo for peer monitoring, Tiros for IPFS website uptime, Hermes for protocol performance, Ucla for bandwidth, Parsec for DHT lookup monitoring, and Akai for data availability. Mikel does a deep dive into Hermes, a lightweight networking tool that captures Gossipsub events to analyze message propagation, duplicates, and bandwidth usage, sharing findings from their analysis of Gossipsub 1.2's IDONTWANT control messages, which reduce duplicates but still leave room for optimization. They also preview Hermes++, a lighter, horizontally scalable version being developed in collaboration with the Ethereum Foundation. Dennis closes with the roadmap: expanding to new networks, revamping probelab.io as the reference point for P2P metrics, building a peer monitoring service, and publishing a State of Web3 report later in the year, followed by audience Q&A on deployment, geographic distribution, and Gossipsub improvements.

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Unlock the full potential of your P2P network

Join us in advancing Web3.0 network science through systematic measurement, data-driven optimization, and rigorous protocol analysis.

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