Approximate Distance Oracle for Fault-Tolerant Geometric Spanners
Authors: Kyungjin Cho, Jihun Shin, Eunjin Oh
AAAI 2024 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | In this paper, we present approximate distance and shortest-path oracles for fault-tolerant Euclidean spanners motivated by the routing problem in real-world road networks. The paper focuses on theoretical contributions, presenting algorithm design, lemmas, and complexity analysis (Table 1 shows Space, Construction time, and Query time), rather than empirical evaluation or experimental results. The authors state, "we choose a different approach to bridge the gap between theory and practice from a more theoretical point of view in a more classical method: first define a theoretical model for real-world road networks, and then design an oracle on this theoretical model." |
| Researcher Affiliation | Academia | Kyungjin Cho, Jihun Shin, Eunjin Oh Pohang University of Science and Technology, South Korea. {kyungjincho, tmtingsamuel, eunjin.oh}@postech.ac.kr |
| Pseudocode | No | The paper describes the construction and operation of its data structures (e.g., FT-Data Structure, Kernel Oracle) in detail within the text, but it does not include formally labeled pseudocode blocks or algorithms. |
| Open Source Code | No | The paper does not provide any explicit statement about open-sourcing code or a link to a code repository. |
| Open Datasets | No | As a theoretical paper, it defines a theoretical model (fault-tolerant Euclidean t-spanners) and analyzes algorithm complexity, rather than conducting empirical studies requiring public datasets for training. |
| Dataset Splits | No | This paper is theoretical and does not involve empirical experiments with data splits for training, validation, or testing. |
| Hardware Specification | No | This is a theoretical paper that does not report on empirical experiments, and therefore no hardware specifications are mentioned. |
| Software Dependencies | No | This is a theoretical paper and does not specify any software dependencies with version numbers needed for empirical implementation or replication. |
| Experiment Setup | No | This is a theoretical paper and does not include details on experimental setup such as hyperparameters or system-level training settings. |