DeepMapping: Learned Data Mapping for Lossless Compression and Efficient Lookup
Fuente:
arXiv
Saved in:
| Main Authors: | Zhou, Lixi, Candan, K. Selçuk, Zou, Jia |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Causal Search for Skylines (CSS): Causally-Informed Selective Data De-Correlation
by: Mandal, Pratanu, et al.
Published: (2026)
by: Mandal, Pratanu, et al.
Published: (2026)
InferF: Declarative Factorization of AI/ML Inferences over Joins
by: Chowdhury, Kanchan, et al.
Published: (2025)
by: Chowdhury, Kanchan, et al.
Published: (2025)
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data
by: Chen, Xinyu, et al.
Published: (2023)
by: Chen, Xinyu, et al.
Published: (2023)
Floating-Point Data Transformation for Lossless Compression
by: Jamalidinan, Samirasadat, et al.
Published: (2025)
by: Jamalidinan, Samirasadat, et al.
Published: (2025)
Serving Deep Learning Model in Relational Databases
by: Zhou, Lixi, et al.
Published: (2023)
by: Zhou, Lixi, et al.
Published: (2023)
DeXOR: Enabling XOR in Decimal Space for Streaming Lossless Compression of Floating-point Data
by: Lv, Chuanyi, et al.
Published: (2026)
by: Lv, Chuanyi, et al.
Published: (2026)
CACTUSDB: Unlock Co-Optimization Opportunities for SQL and AI/ML Inferences
by: Zhou, Lixi, et al.
Published: (2026)
by: Zhou, Lixi, et al.
Published: (2026)
A High-Throughput GPU Framework for Adaptive Lossless Compression of Floating-Point Data
by: Li, Zheng, et al.
Published: (2025)
by: Li, Zheng, et al.
Published: (2025)
RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning
by: Chen, Minxiao, et al.
Published: (2025)
by: Chen, Minxiao, et al.
Published: (2025)
Privacy and Accuracy-Aware AI/ML Model Deduplication
by: Guan, Hong, et al.
Published: (2025)
by: Guan, Hong, et al.
Published: (2025)
CARAMEL: A Succinct Read-Only Lookup Table via Compressed Static Functions
by: Coleman, Benjamin, et al.
Published: (2023)
by: Coleman, Benjamin, et al.
Published: (2023)
Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search
by: Severo, Daniel, et al.
Published: (2025)
by: Severo, Daniel, et al.
Published: (2025)
LoPace: A Lossless Optimized Prompt Accurate Compression Engine for Large Language Model Applications
by: Ulla, Aman
Published: (2026)
by: Ulla, Aman
Published: (2026)
PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database
by: Sun, Hui, et al.
Published: (2025)
by: Sun, Hui, et al.
Published: (2025)
Efficient Methods for Accurate Sparse Trajectory Recovery and Map Matching
by: Tian, Wei, et al.
Published: (2025)
by: Tian, Wei, et al.
Published: (2025)
Don't Forget Range Delete! Enhancing LSM-based Key-Value Stores with More Compatible Lookups and Deletes
by: Wang, Fan, et al.
Published: (2025)
by: Wang, Fan, et al.
Published: (2025)
Declarative Privacy-Preserving Inference Queries
by: Guan, Hong, et al.
Published: (2024)
by: Guan, Hong, et al.
Published: (2024)
EntroGD: Scalable Generalized Deduplication for Efficient Direct Analytics on Compressed IoT Data
by: Zhao, Xiaobo, et al.
Published: (2025)
by: Zhao, Xiaobo, et al.
Published: (2025)
PairwiseHist: Fast, Accurate and Space-Efficient Approximate Query Processing with Data Compression
by: Hurst, Aaron, et al.
Published: (2024)
by: Hurst, Aaron, et al.
Published: (2024)
Efficient Candidate-Free R-S Set Similarity Joins with Filter-and-Verification Trees on MapReduce
by: Feng, Yuhong, et al.
Published: (2025)
by: Feng, Yuhong, et al.
Published: (2025)
OSM+: Billion-Level OpenStreetMap Dataset for City-wide Experiments
by: Zheng, Guanjie, et al.
Published: (2025)
by: Zheng, Guanjie, et al.
Published: (2025)
Learned Data Compression: Challenges and Opportunities for the Future
by: Liu, Qiyu, et al.
Published: (2024)
by: Liu, Qiyu, et al.
Published: (2024)
Query-Specific Pruning of RML Mappings (Extended Version)
by: Oo, Sitt Min, et al.
Published: (2026)
by: Oo, Sitt Min, et al.
Published: (2026)
A Multi-Agent System for Semantic Mapping of Relational Data to Knowledge Graphs
by: Trajanoska, Milena, et al.
Published: (2025)
by: Trajanoska, Milena, et al.
Published: (2025)
FlashMap: A Flash Optimized Key-Value Store
by: Guo, Zonglin, et al.
Published: (2025)
by: Guo, Zonglin, et al.
Published: (2025)
What About the Data? A Mapping Study on Data Engineering for AI Systems
by: Heck, Petra
Published: (2024)
by: Heck, Petra
Published: (2024)
GPU Acceleration of SQL Analytics on Compressed Data
by: Huang, Zezhou, et al.
Published: (2025)
by: Huang, Zezhou, et al.
Published: (2025)
On Decision-Valued Maps and Representational Dependence
by: Raitses, Gil
Published: (2026)
by: Raitses, Gil
Published: (2026)
Confidential Databases Without Cryptographic Mappings
by: Huang, Wenxuan, et al.
Published: (2026)
by: Huang, Wenxuan, et al.
Published: (2026)
City Foundation Models for Learning General Purpose Representations from OpenStreetMap
by: Balsebre, Pasquale, et al.
Published: (2023)
by: Balsebre, Pasquale, et al.
Published: (2023)
HiFIVE: High-Fidelity Vector-Tile Reduction for Interactive Map Exploration
by: Bahadori, Tarlan, et al.
Published: (2026)
by: Bahadori, Tarlan, et al.
Published: (2026)
On Enforcing Satisfiable, Coherent, and Minimal Sets of Self-Map Constraints in MatBase
by: Mancas, Christian
Published: (2024)
by: Mancas, Christian
Published: (2024)
A Global Dataset Mapping the AI Innovation from Academic Research to Industrial Patents
by: Gong, Haixing, et al.
Published: (2025)
by: Gong, Haixing, et al.
Published: (2025)
CStream: Parallel Data Stream Compression on Multicore Edge Devices
by: Zeng, Xianzhi, et al.
Published: (2023)
by: Zeng, Xianzhi, et al.
Published: (2023)
Bridging Radiology and Pathology: A DICOM-Based Framework for Multimodal Mapping and Integrated Visualization
by: Rijhwani, Nilesh P., et al.
Published: (2025)
by: Rijhwani, Nilesh P., et al.
Published: (2025)
The Impact of Data Compression in Real-Time and Historical Data Acquisition Systems on the Accuracy of Analytical Solutions
by: Faqehi, Reham, et al.
Published: (2025)
by: Faqehi, Reham, et al.
Published: (2025)
TrajRoute: Rethinking Routing with a Simple Trajectory-Based Approach -- Forget the Maps and Traffic!
by: Siampou, Maria Despoina, et al.
Published: (2024)
by: Siampou, Maria Despoina, et al.
Published: (2024)
Efficient Data Valuation Approximation in Federated Learning: A Sampling-based Approach
by: Wei, Shuyue, et al.
Published: (2025)
by: Wei, Shuyue, et al.
Published: (2025)
OptBench: An Interactive Workbench for AI/ML-SQL Co-Optimization[Extended Demonstration Proposal]
by: Tandel, Jaykumar, et al.
Published: (2026)
by: Tandel, Jaykumar, et al.
Published: (2026)
Structured Multi-Step Reasoning for Entity Matching Using Large Language Model
by: Bopardikar, Rohan, et al.
Published: (2025)
by: Bopardikar, Rohan, et al.
Published: (2025)
Similar Items
-
Causal Search for Skylines (CSS): Causally-Informed Selective Data De-Correlation
by: Mandal, Pratanu, et al.
Published: (2026) -
InferF: Declarative Factorization of AI/ML Inferences over Joins
by: Chowdhury, Kanchan, et al.
Published: (2025) -
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data
by: Chen, Xinyu, et al.
Published: (2023) -
Floating-Point Data Transformation for Lossless Compression
by: Jamalidinan, Samirasadat, et al.
Published: (2025) -
Serving Deep Learning Model in Relational Databases
by: Zhou, Lixi, et al.
Published: (2023)