Cover Image

FaaS and Furious: abstractions and differential caching for efficient data pre-processing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tagliabue, Jacopo, Curtin, Ryan, Greco, Ciro
Format:	Preprint
Published:	2024
Subjects:	Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Eudoxia: a FaaS scheduling simulator for the composable lakehouse
by: Srivastava, Tapan, et al.
Published: (2025)

Bauplan: zero-copy, scale-up FaaS for data pipelines
by: Tagliabue, Jacopo, et al.
Published: (2024)

Reproducible data science over data lakes: replayable data pipelines with Bauplan and Nessie
by: Tagliabue, Jacopo, et al.
Published: (2024)

Safe, Untrusted, "Proof-Carrying" AI Agents: toward the agentic lakehouse
by: Tagliabue, Jacopo, et al.
Published: (2025)

Trustworthy AI in the Agentic Lakehouse: from Concurrency to Governance
by: Tagliabue, Jacopo, et al.
Published: (2025)

Flock: A Low-Cost Streaming Query Engine on FaaS Platforms
by: Liao, Gang, et al.
Published: (2023)

Querying Everything Everywhere All at Once: Supervaluationism for the Agentic Lakehouse
by: Tagliabue, Jacopo
Published: (2026)

Making Databases Faster with LLM Evolutionary Sampling
by: Erol, Mehmet Hamza, et al.
Published: (2026)

AI for Distributed Systems Design: Scalable Cloud Optimization Through Repeated LLMs Sampling And Simulators
by: Tagliabue, Jacopo
Published: (2025)

LLM4FaaS: No-Code Application Development using LLMs and FaaS
by: Wang, Minghe, et al.
Published: (2025)

GeoFaaS: An Edge-to-Cloud FaaS Platform
by: Malekabbasi, Mohammadreza, et al.
Published: (2024)

GreenFaaS: Maximizing Energy Efficiency of HPC Workloads with FaaS
by: Kamatar, Alok, et al.
Published: (2024)

Application-Centric Benchmarking of Distributed FaaS Platforms using BeFaaS
by: Grambow, Martin, et al.
Published: (2023)

PRESISTANT: Learning based assistant for data pre-processing
by: Bilalli, Besim, et al.
Published: (2018)

Zerrow: True Zero-Copy Arrow Pipelines in Bauplan
by: Dai, Yifan, et al.
Published: (2025)

Junctiond: Extending FaaS Runtimes with Kernel-Bypass
by: Saurez, Enrique, et al.
Published: (2024)

Action Engine: Automatic Workflow Generation in FaaS
by: Esashi, Akiharu, et al.
Published: (2024)

Towards a Testbed for Scalable FaaS Platforms
by: Schirmer, Trever, et al.
Published: (2025)

Building a Correct-by-Design Lakehouse. Data Contracts, Versioning, and Transactional Pipelines for Humans and Agents
by: Sheng, Weiming, et al.
Published: (2026)

Flight: A FaaS-Based Framework for Complex and Hierarchical Federated Learning
by: Hudson, Nathaniel, et al.
Published: (2024)

FaaS Is Not Enough: Serverless Handling of Burst-Parallel Jobs
by: Barcelona-Pons, Daniel, et al.
Published: (2024)

Optimizing FaaS Platforms for MCP-enabled Agentic Workflows
by: Kulkarni, Varad, et al.
Published: (2026)

Distributed, communication-efficient, and differentially private estimation of KL divergence
by: Scott, Mary, et al.
Published: (2024)

MVR-cache: Optimizing Semantic Caching via Multi-Vector Retrieval and Learned Prompt Segmentation
by: Noshad, Ali, et al.
Published: (2026)

The State of FaaS: An analysis of public Functions-as-a-Service providers
by: Ekwe-Ekwe, Nnamdi, et al.
Published: (2024)

ElastiBench: Scalable Continuous Benchmarking on Cloud FaaS Platforms
by: Schirmer, Trever, et al.
Published: (2024)

Increasing Efficiency and Result Reliability of Continuous Benchmarking for FaaS Applications
by: Rese, Tim C., et al.
Published: (2024)

Transformer-Based Model for Cold Start Mitigation in FaaS Architecture
by: Mouen, Alexandre Savi Fayam Mbala, et al.
Published: (2025)

Joint$λ$: Orchestrating Serverless Workflows on Jointcloud FaaS Systems
by: Li, Rui, et al.
Published: (2025)

Characterizing FaaS Workflows on Public Clouds: The Good, the Bad and the Ugly
by: Kulkarni, Varad, et al.
Published: (2025)

Research of Key Technologies of Distributed Stream Processing Based on FaaS
by: Qinlu He, et al.
Published: (2025)

meds_reader: A fast and efficient EHR processing library
by: Steinberg, Ethan, et al.
Published: (2024)

Provuse: Platform-Side Function Fusion for Performance and Efficiency in FaaS Environments
by: Kowallik, Niklas, et al.
Published: (2026)

Umbilical Choir: Automated Live Testing for Edge-To-Cloud FaaS Applications
by: Malekabbasi, Mohammadreza, et al.
Published: (2025)

Evaluating Function-as-a-Service (FaaS) frameworks for the Accelerator Control System
by: Jaikar, A., et al.
Published: (2025)

Energy-Efficient Deployment of Stateful FaaS Vertical Applications on Edge Data Networks
by: Cicconetti, Claudio, et al.
Published: (2024)

RISK: Efficiently processing rich spatial-keyword queries on encrypted geo-textual data
by: Lv, Zhen, et al.
Published: (2026)

Decentralized FaaS over Multi-Clouds with Blockchain based Management for Supporting Emerging Applications
by: Karanjai, Rabimba, et al.
Published: (2024)

A Framework for SLO, Carbon, and Wastewater-Aware Sustainable FaaS Cloud Platform Management
by: Qi, Sirui, et al.
Published: (2024)

Relational to RDF Data Migration by Query Co-Evaluation
by: Wisnesky, Ryan, et al.
Published: (2024)