icloud-ecnu / ispotLinks
iSpot is a lightweight and cost-effective instance provisioning framework for Directed Acyclic Graph (DAG)-style big data analytics, in order to guarantee the application performance on cloud transient servers (i.e., EC2 spot instances, GCE preemptible instances) while minimizing the budget cost.
☆11Updated 2 years ago
Alternatives and similar repositories for ispot
Users that are interested in ispot are comparing it to the libraries listed below
Sorting:
- ebrowser, an energy-efficient and lightweight human interaction framework without degrading the user experience in mobile Web browsers.☆12Updated 2 years ago
- Prophet is a predictable communication scheduling strategy to schedule the gradient transfer in an adequate order, with the aim of maximi…☆16Updated 2 years ago
- spotDNN is a heterogeneity-aware spot instance provisioning framework to provide predictable performance for DDNN training workloads in t…☆15Updated 2 years ago
- DelayStage is a simple yet effective stage delay scheduling strategy to interleave the cluster resources across the parallel stages, so a…☆14Updated 2 years ago
- ☆12Updated 2 years ago
- Reading paper list for iCloud group☆14Updated 3 weeks ago
- λDNN is a cost-efficient function resource provisioning framework to minimize the monetary cost and guarantee the performance for DDNN tr…☆23Updated 2 years ago
- Opara is a lightweight and resource-aware DNN Operator parallel scheduling framework to accelerate the execution of DNN inference on GPUs…☆23Updated 10 months ago
- Tetris, a model predictive control (MPC)-based container scheduling strategy to judiciously make migration decisions for long-running con…☆25Updated 10 months ago
- iGniter, an interference-aware GPU resource provisioning framework for achieving predictable performance of DNN inference in the cloud.☆38Updated last year
- Curated collection of papers in machine learning systems☆449Updated this week
- This repository is established to store personal notes and annotated papers during daily research.☆157Updated last week
- A easy tool for generating Tensor Program from Torch(besd on Torch FX & TVM Relax)☆10Updated 2 years ago
- Large Language Model (LLM) Serving Paper and Resource List☆24Updated 5 months ago
- ☆156Updated last year
- ☆53Updated 10 months ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆490Updated last year
- ☆26Updated 9 months ago
- ☆312Updated last year
- ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale☆459Updated this week
- ☆38Updated 4 months ago
- paper and its code for AI System☆333Updated 2 months ago
- GEMM by WMMA (tensor core)☆14Updated 3 years ago
- Paper reading and discussion notes, covering AI frameworks, distributed systems, cluster management, etc.☆35Updated 7 months ago
- An Optimizing Compiler for Recommendation Model Inference☆26Updated 5 months ago
- ☆29Updated 11 months ago
- Samoyeds: Accelerating MoE Models with Structured Sparsity Leveraging Sparse Tensor Cores (EuroSys'25)☆14Updated 3 months ago
- Simulating Distributed Training at Scale☆14Updated last month
- ☆11Updated last year
- Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.☆387Updated 10 months ago