columbia / PrivateKube
Privacy Budget Orchestration in Machine Learning Workloads (OSDI '21)
☆24Updated last year
Alternatives and similar repositories for PrivateKube:
Users that are interested in PrivateKube are comparing it to the libraries listed below
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- ☆25Updated last year
- LaTeX templates for papers☆44Updated 5 years ago
- General system research material (not limited to paper) reading notes.☆21Updated 3 years ago
- MAGE: Memory-Aware Garbling Engine☆26Updated 5 months ago
- This repository contains code for the paper: Bergsma S., Zeyl T., Senderovich A., and Beck J. C., "Generating Complex, Realistic Cloud Wo…☆42Updated 3 years ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆12Updated last year
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆22Updated last month
- Federated Learning Framework Benchmark (UniFed)☆48Updated last year
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆38Updated last year
- ☆26Updated 3 months ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆126Updated 3 years ago
- ☆43Updated 3 years ago
- Federated Learning Systems Paper List☆68Updated 11 months ago
- ☆14Updated 3 years ago
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Updated 3 years ago
- ☆80Updated 4 years ago
- website for systems seminar at UIUC☆17Updated this week
- Random collections of my interested research papers / projects☆20Updated 3 years ago
- ☆12Updated 8 months ago
- Primo: Practical Learning-Augmented Systems with Interpretable Models☆19Updated last year
- ☆32Updated last year
- A Compiler-based System for Secure Memory Instrumentation and Execution in Enclaves☆28Updated 3 years ago
- MeshInsight: Dissecting Overheads of Service Mesh Sidecars☆45Updated last year
- The prototype for NSDI paper "NetHint: White-Box Networking for Multi-Tenant Data Centers"☆26Updated 11 months ago
- Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction☆31Updated 4 years ago
- Byzantine-resilient distributed SGD with TensorFlow.☆37Updated 3 years ago
- Analyze network performance in distributed training☆17Updated 4 years ago
- ☆23Updated last year