Sub-10ms Real-Time Bidding Engines & Petabyte-Scale Attribution.
Programmatic advertising exchanges and demand-side platforms (DSPs) require microsecond-grade bid evaluation, non-blocking telemetry ingestion, and privacy-preserving attribution. We engineer high-throughput OpenRTB bid stream engines, real-time ad fraud filters, and petabyte-scale analytics backbones built for global ad exchange throughput.
Sub-10ms
Bid Evaluation SLA
1M+ QPS
Ingestion Handling
Cookieless
First-Party Identity Resolution
High-Throughput Engines for Real-Time Bidding & Identity Resolution.
Engineered in low-latency systems languages and distributed memory stores to evaluate bids, filter malicious queries, and resolve audience identity within milliseconds.
OpenRTB Protocol & High-Throughput Bid Stream Parsers
Go, Rust, C++, eBPF Network Acceleration, FlatBuffers, Zero-Copy I/O
Custom OpenRTB 2.5/3.0 protocol parsers deployed on bare metal and edge nodes, deserializing millions of auction requests per second within sub-millisecond execution budgets.
- Zero-copy buffer serialization minimizing memory allocation overhead.
- Kernel-bypass packet handling with eBPF and DPDK network acceleration.
- Sub-10ms end-to-end bid response generation complying with strict DSP exchange deadlines.
Data Clean Rooms & Privacy-Preserving Attribution
Differential Privacy, MPC (Multi-Party Computation), Snowflake Clean Rooms, UK GDPR
Secure, privacy-first data clean rooms allowing advertisers and publishers to match first-party audience graphs without exposing raw PII, fully compliant with UK GDPR and PECR.
- Cryptographic identity matching using secure multi-party computation.
- Multi-touch attribution modeling resistant to browser cookie deprecation.
- Strict governance controls preventing data leakage and unauthorised re-identification.
Real-Time Fraud & Bot Traffic Filtering
Streaming Anomaly ML, Redis Bloom Filters, JA3/JA4 Fingerprinting, IP Reputation
In-line bidstream filtering stripping invalid traffic (IVT), click farms, and crawler bots before auction participation, protecting advertiser budgets in real time.
- Sub-millisecond JA3/JA4 TLS fingerprinting and device integrity checks.
- Probabilistic Bloom filters handling billions of blacklist lookups at wire speed.
- Continuous machine learning anomaly detection for emerging ad-fraud heuristics.
High-Concurrency Analytics Warehousing
ClickHouse, Aerospike, Apache Kafka, Apache Flink, Distributed Parquet
Massively parallel columnar analytical stores processing hundreds of billions of ad impression, click, and conversion events per day for sub-second executive reporting.
- Sub-second OLAP queries across petabyte-scale event log histories.
- Stateful stream processing with Apache Flink for real-time campaign pacing.
- Real-time spend forecasting and automated bid adjustment telemetry.
Rigorous Execution from Bidstream Profiling to Global Exchange Deployment.
Bidstream Latency & QPS Profiling
Benchmarking exchange timeout rates, network ingress bottlenecks, and memory allocation profiles under heavy auction loads.
OpenRTB Engine & Pipeline Architecture
Designing zero-copy deserialization loops, memory-mapped key-value caches, and distributed pipeline topologies.
Distributed Kernel & Ingestion Engineering
Writing compiled bidding engines, integrating DSP/SSP connectors, and establishing Kafka event streams.
Low-Latency Dark Traffic & Load Testing
Shadowing production bid streams at 1M+ QPS to validate sub-10ms response SLAs and fraud filtering accuracy.
Global Edge Exchange Deployment
Multi-region edge rollout, exchange certification cutover, automated alerting runbooks, and 100% IP transfer under English law.
Ready to Accelerate Your Programmatic RTB Infrastructure?
Schedule a technical discovery session with our London AdTech engineering architects. We evaluate your QPS latency thresholds, design custom OpenRTB pipelines, and optimize real-time campaign spend efficiency.
Registered Office: Hayes, London, United Kingdom • 1-Day Response SLA under Mutual NDA