3:03

OpML '20 (Short) - DLSpec: A Deep Learning Task Exchange Specification

USENIX

1:23

OpML '20 (Short) - End-to-End Data Science on GPUs with RAPIDS

USENIX

2:04

OpML '20 (Short) - Operational Challenges in Machine Learning Model Life Cycle

USENIX

1:03

OpML '20 (Short) - Runway - Model Lifecycle Management at Netflix

USENIX

2:14

OpML '20 (Short) - Detecting Feature Eligibility Illusions in Enterprise AI Autopilots

USENIX

1:38

OpML '20 (Short) - Time Travel and Provenance for Machine Learning Pipelines

USENIX

1:20

OpML '20 (Short) - An Experimentation and Analytics Framework for Large-Scale AI Operations

USENIX

1:22

OpML '20 (Short) - Challenges Towards Production-Ready Explainable Machine Learning

USENIX

2:08

OpML '20 (Short) - RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile

USENIX

3:18

OpML '20 (Short) - Rise of the Machines: Removing the Human-in-the-Loop

USENIX

1:59

OpML '20 (Short) - Cluster Serving: Distributed Model Inference using Big Data Streaming in Analytic

USENIX

1:39

OpML '20 (Short) - Scalable AutoML for Time Series Forecasting using Ray

USENIX

1:37

OpML '20 (Short) - FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints

USENIX

1:27

OpML '20 (Short) - Managing ML Models @ Scale - Intuit’s ML Platform

USENIX

2:04

OpML '20 (Short) - Edge Inference on Unknown Models at Adobe Target

USENIX

0:48

OpML '20 (Short) - More Data Science, Less Engineering : A Netflix Original

USENIX

2:16

OpML '20 (Short) - Auto Content Moderation in C2C e-Commerce

USENIX

2:46

OpML '20 (Short) - Inside NVIDIA’s AI Infrastructure for Self-driving Cars

USENIX

1:47

OpML '20 (Short) - Challenges and Experiences with MLOps for Performance Diagnostics in Hybrid-Cloud

USENIX

1:20

OpML '20 (Short) - Automating Operations with ML

USENIX

1:06

OpML '20 (Short) - How ML Breaks: A Decade of Outages for One Large ML Pipeline

USENIX

1:29

OpML '20 (Short) - SPOK - Managing ML/Big Data Spark Workloads at scale on Kubernetes

USENIX

0:55

OpML '20 (Short) - Addressing Some of Challenges When Optimizing Long-to-Train-Models

USENIX

1:41

OpML '20 (Short) - ML Artifacts Ownership Enforcement

USENIX