conftrace_

serverless computing

21 papers

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Co-occurring keywords

function as a service (4) distributed training (188) cost optimization (22) distributed system (96) performance model (7) cloud computing (59) cloud platform (4) data analytics (5) fault tolerance (58) function workflow (1)

Papers

Fork in the Road: Reflections and Optimizations for Cold Start Latency in Production Serverless Systems OSDI 2025
Making Serverless Pay-For-Use a Reality with Leopard NSDI 2025
Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing AAAI 2024
Incorporating Serverless Computing into P2P Networks for ML Training: In-Database Tasks and Their Scalability Implications (Student Abstract) AAAI 2024
Jolteon: Unleashing the Promise of Serverless for Serverless Workflows NSDI 2024
The Promise of Serverless Computing within Peer-to-Peer Architectures for Distributed ML Training AAAI 2024
ServerlessLLM: Low-Latency Serverless Inference for Large Language Models OSDI 2024
Keep-Alive Caching for the Hawkes process UAI 2023
Automated Verification of Idempotence for Stateful Serverless Applications OSDI 2023
No Provisioned Concurrency: Fast RDMA-codesigned Remote Fork for Serverless Computing OSDI 2023
Doing More with Less: Orchestrating Serverless Applications without an Orchestrator NSDI 2023
Following the Data, Not the Function: Rethinking Function Orchestration in Serverless Computing NSDI 2023
AnomalyKiTS: Anomaly Detection Toolkit for Time Series AAAI 2022
ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs OSDI 2022
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation NIPS 2022
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads OSDI 2021
Caerus: NIMBLE Task Scheduling for Serverless Analytics NSDI 2021
Firecracker: Lightweight Virtualization for Serverless Applications NSDI 2020
Fault-tolerant and transactional stateful serverless workflows OSDI 2020
Shuffling, Fast and Slow: Scalable Analytics on Serverless Infrastructure NSDI 2019
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures NAACL 2018