88 citations · 234 across the 33 of their papers we have counts for
35 papers
Cleave: Scaling Tensor Program Optimization via Decoupled Algebraic Search and Operator Scheduling
David Pissarra, Jinkun Lin, Haitian Jiang +2
Optimized kernels such as FlashAttention and FlashDecoding are crucial for accelerating today's large models. Most of them are handwritten by experts because existing ML compilers…
Enforcing Application-Layer Policies in eBPF
Laurin Brandner, Ayush Mishra, Sebastiano Miano +3
Service meshes have recently emerged as the de-facto standard for deploying microservices. Conceptually, they provide a uniform abstraction for inter-process communication (IPC) be…
Probabilistic Fair Ordering of Events
Muhammad Haseeb, Jinkun Geng, Aurojit Panda +4
A growing class of applications depends on fair ordering, where events that occur earlier should be processed before later ones. Providing such guarantees is difficult in practice…
Aspen: Making Leaderless BFT Fast Paths Practical with Synchronized Clocks
Daniel Qian, Xiyu Hao, Jinkun Geng +4
No Byzantine Fault Tolerant (BFT) protocol can commit a request in less than the single round trip it takes for clients to reach the replicas and hear back. Some protocols approach…
Scaling Point-based Differentiable Rendering for Large-scale Reconstruction
Hexu Zhao, Xiaoteng Liu, Xiwen Min +6
Point-based Differentiable Rendering (PBDR) enables high-fidelity 3D scene reconstruction, but scaling PBDR to high-resolution and large scenes requires efficient distributed train…
CLM: Removing the GPU Memory Barrier for 3D Gaussian Splatting
Hexu Zhao, Xiwen Min, Xiaoteng Liu +6
3D Gaussian Splatting (3DGS) is an increasingly popular novel view synthesis approach due to its fast rendering time, and high-quality output. However, scaling 3DGS to large (or in…