mlsanityData to 14 Oct 2026

Laminar: A New Serverless Stream-based Framework with Semantic Code Search and Code Completion

arXiv 2309.00584 ↗First posted 1 Sep 2023cs.DC cs.LGcited by 2

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Abstract (arXiv)

This paper introduces Laminar, a novel serverless framework based on dispel4py, a parallel stream-based dataflow library. Laminar efficiently manages streaming workflows and components through a dedicated registry, offering a seamless serverless experience. Leveraging large lenguage models, Laminar enhances the framework with semantic code search, code summarization, and code completion. This contribution enhances serverless computing by simplifying the execution of streaming computations, managing data streams more efficiently, and offering a valuable tool for both researchers and practitioners.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 14 of its 29 references that are in the map. First posted on arXiv 1 Sep 2023.

Builds on

14 of 29 references.

References · 14

  1. 2019HuggingFace's Transformers: State-of-the-art Natural Language Processingcited by 2,218
  2. 2020CodeBERT: A Pre-Trained Model for Programming and Natural Languagescited by 1,310
  3. 2021CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generationcited by 906
  4. 2021CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generationcited by 744
  5. 2019CodeSearchNet Challenge: Evaluating the State of Semantic Code Searchcited by 654
  6. 2020GraphCodeBERT: Pre-training Code Representations with Data Flowcited by 609
  7. 2022UniXcoder: Unified Cross-Modal Pre-training for Code Representationcited by 361
  8. 2021CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Taskscited by 200
  9. 2022ReACC: A Retrieval-Augmented Code Completion Frameworkcited by 119
  10. 2021CoSQA: 20,000+ Web Queries for Code Search and Question Answeringcited by 75
  11. 2021SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representationcited by 63
  12. 2017Occupy the Cloud: Distributed Computing for the 99%cited by 17
2 more
  1. 2019Serverless Computing: A Survey of Opportunities, Challenges and Applicationscited by 11
  2. 2023A Comprehensive Review of State-of-The-Art Methods for Java Code Generation from Natural Language Textcited by 2

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2023: 1; 2024: 0; 2025: 0; 2026: 1.

2 papers.