Neutrino — 2 Technical Articles

Sep 8, 2025 · Fundamentals

How to Profile GPU Kernels with PTX Probes: From CUDA Basics to Custom Instrumentation

This article walks through GPU performance analysis, starting with CUDA architecture fundamentals, demonstrating matrix multiplication optimization, explaining PTX assembly, and introducing the Neutrino framework for programmable GPU probes that enable fine‑grained, custom instrumentation and detailed timing measurements of kernel execution.

CUDAGPUNeutrino

0 likes · 45 min read

Hulu Beijing

Aug 4, 2022 · Big Data

Unlock Seamless Object Serialization & Checkpoint Recovery in Spark with Neutrino

This article explains how Neutrino’s SerializableProvider API enables passing final classes, managing mutable object state, and supporting Spark checkpoint recovery through dependency injection, while also showing practical code patterns and injection of core Spark components.

Big DataCheckpointNeutrino

0 likes · 8 min read

Unlock Seamless Object Serialization & Checkpoint Recovery in Spark with Neutrino