Distributed, Parallel, and Cluster Computing · Computer Science
Ripple: A Practical Declarative Programming Framework for Serverless Compute
Shannon Joyner, Michael MacCoss, Christina Delimitrou, Hakim Weatherspoon
2020-01-03
Distributed, Parallel, and Cluster Computing · Computer Science
numpywren: serverless linear algebra
Vaishaal Shankar, Karl Krauth, Qifan Pu, Eric Jonas +4
2018-10-24
Hardware Architecture · Computer Science
Stream: Design Space Exploration of Layer-Fused DNNs on Heterogeneous Dataflow Accelerators
Arne Symons, Linyan Mei, Steven Colleman, Pouya Houshmand +2
2025-10-08
Software Engineering · Computer Science
Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics Tasks
Anirban Bhattacharjee, Yogesh Barve, Shweta Khare, Shunxing Bao +2
2019-04-04
Distributed, Parallel, and Cluster Computing · Computer Science
DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration
Zijun Li, Chuhao Xu, Quan Chen, Jieru Zhao +2
2023-05-01
Databases · Computer Science
Towards a Multimodal Stream Processing System
Uélison Jean Lopes dos Santos, Alessandro Ferri, Szilard Nistor, Riccardo Tommasini +2
2025-11-12
Machine Learning · Computer Science
HyperStream: a Workflow Engine for Streaming Data
Tom Diethe, Meelis Kull, Niall Twomey, Kacper Sokol +4
2019-08-09
Distributed, Parallel, and Cluster Computing · Computer Science
StreamServe: Adaptive Speculative Flows for Low-Latency Disaggregated LLM Serving
Satyam Kumar, Arpit Singh Gautam, Kailash Talreja, Saurabh Jha
2026-04-14
Programming Languages · Computer Science
Formal Foundations of Serverless Computing
Abhinav Jangda, Donald Pinckney, Yuriy Brun, Arjun Guha
2021-03-12
Machine Learning · Computer Science
Laminar: A Scalable Asynchronous RL Post-Training Framework
Guangming Sheng, Yuxuan Tong, Borui Wan, Wang Zhang +9
2025-10-15
Machine Learning · Computer Science
ServerlessLLM: Low-Latency Serverless Inference for Large Language Models
Yao Fu, Leyang Xue, Yeqi Huang, Andrei-Octavian Brabete +3
2024-07-26
Programming Languages · Computer Science
Stream Fusion, to Completeness
Oleg Kiselyov, Aggelos Biboudis, Nick Palladinos, Yannis Smaragdakis
2016-12-21
Distributed, Parallel, and Cluster Computing · Computer Science
A Language-based Serverless Function Accelerator
Emily Herbert, Arjun Guha
2020-08-05
Distributed, Parallel, and Cluster Computing · Computer Science
Serverless Abstractions for Short-Running, Lightweight Streams
Natalie Carl, Niklas Kowallik, Constantin Stahl, Trever Schirmer +2
2026-03-04
Distributed, Parallel, and Cluster Computing · Computer Science
Towards Resource-Efficient Serverless LLM Inference with SLINFER
Chuhao Xu, Zijun Li, Quan Chen, Han Zhao +2
2025-12-16
Distributed, Parallel, and Cluster Computing · Computer Science
Serverless Straggler Mitigation using Local Error-Correcting Codes
Vipul Gupta, Dominic Carrano, Yaoqing Yang, Vaishaal Shankar +2
2020-01-22
Logic in Computer Science · Computer Science
An Intermediate Program Representation for Optimizing Stream-Based Languages
Jan Baumeister, Arthur Correnson, Bernd Finkbeiner, Frederik Scheerer
2025-05-22
Hardware Architecture · Computer Science
StreamBlocks: A compiler for heterogeneous dataflow computing (technical report)
Endri Bezati, Mahyar Emami, Jörn Janneck, James Larus
2021-07-21
Databases · Computer Science
VectraFlow: Long-Horizon Semantic Processing over Data and Event Streams with LLMs
Shu Chen, Junhan Liu, Deepti Raghavan, Ugur Cetintemel
2026-04-07
Databases · Computer Science
Stream2LLM: Overlap Context Streaming and Prefill for Reduced Time-to-First-Token (TTFT)
Rajveer Bachkaniwala, Chengqi Luo, Richard So, Divya Mahajan +1
2026-05-19