High Performance Computing
Expertise to build solutions that deliver value at Petabyte scale!
Why Zettabolt?
We understand the world of extreme programming, distributed processing and heterogeneous computing. With our deep expertise in CPU optimizations (using SIMD, AVX512, vector processing
and multi-threading) as well as hardware acceleration (GPUs, FPGAs, DPUs, NPUs etc.), we build solutions which can provide topmost performance and scale across 1000s of compute nodes and
Petabytes of data. We can work with any Database (PostGres, MySQL etc.), Big Data tools (Spark, Presto etc.), GraphDBs (TigerGraph, Neo4j etc.), VectorDBs (ElasticSearch, Milvus etc.), LLM
inferencing engines (vLLM, llama.cpp, hugging face etc.) and provide runtime gains on top of what best state-of-the-art techniques can provide!
Our team of trained HPC specialists can quickly understand customer requirements and deliver projects in significantly less time and cost. Having delivered projects for top Fortune-500 customers,
delivering as per commitment is in our DNA!
Big Data Acceleration As a Service
- Middleware creation to offload computations to accelerators
- Expertise in Gluten, Velox and Arrow to optimize compute as well as shuffle for Spark, Presto etc
- Creating optimized CPU, GPU and FPGA implementations of SQL operators
- Scale-up, scale-out cost and performance tradeoffs
RAG and LLM Optimization
- Accelerating components of RAG flow (VectorDB, ingestion, chunking, embedding, retrieval, etc.)
- LLM inference optimization through batching, quantization, caching, etc.
- Integration of compute optimized libraries for AMD CPUs/NPUs/GPUs and nVidia GPUs into LLM inference engines
Data Processing and Benchmarking at Scale
- Deep understanding of compute, storage and network choices at AWS, Azure, GCP
- Proven ability to build compute pipelines at Petabyte scale
- Creating PoCs, running benchmarks and establishing value proposition at scale
CUSTOMER CASE STUDIES
