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02/09/2023
FLAC: A Robust Failure-Aware Atomic Commit Protocol for Distributed Transactions
In distributed transaction processing, atomic commit protocol (ACP) is u...
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07/03/2022
GlassDB: An Efficient Verifiable Ledger Database System Through Transparency
Verifiable ledger databases protect data history against malicious tampe...
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06/14/2022
Sense The Physical, Walkthrough The Virtual, Manage The Metaverse: A Data-centric Perspective
In the Metaverse, the physical space and the virtual space co-exist, and...
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09/09/2021
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal
Deep learning models usually require a large amount of labeled data to a...
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08/10/2021
A Survey on Deep Reinforcement Learning for Data Processing and Analytics
Data processing and analytics are fundamental and pervasive. Algorithms ...
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08/03/2021
SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis
Deep learning has achieved great success in a wide spectrum of multimedi...
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07/05/2021
ARM-Net: Adaptive Relation Modeling Network for Structured Data
Relational databases are the de facto standard for storing and querying ...
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03/30/2021
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment
Alphas are stock prediction models capturing trading signals in a stock ...
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03/04/2021
Serverless Model Serving for Data Science
Machine learning (ML) is an important part of modern data science applic...
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10/17/2020
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines
With the ever-increasing adoption of machine learning for data analytics...
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08/21/2020
Spitz: A Verifiable Database System
Databases in the past have helped businesses maintain and extract insigh...
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04/16/2020
ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications
Data collaboration activities typically require systematic or protocol-b...
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03/23/2020
A Transactional Perspective on Execute-order-validate Blockchains
Smart contracts have enabled blockchain systems to evolve from simple cr...
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03/04/2020
Analysis of Indexing Structures for Immutable Data
In emerging applications such as blockchains and collaborative data anal...
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03/04/2020
Analysis of Indexing Structures for Immutable Data (Full Version)
In emerging applications such as blockchains and collaborative data anal...
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10/03/2019
Blockchains and Distributed Databases: a Twin Study
Blockchain has come a long way: a system that was initially proposed spe...
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09/23/2019
5G: Agent for Further Digital Disruptive Transformations
The fifth-generation (5G) mobile communication technologies are on the w...
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09/06/2019
The Disruptions of 5G on Data-driven Technologies and Applications
With 5G on the verge of being adopted as the next mobile network, there ...
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06/21/2019
Database Meets Deep Learning: Challenges and Opportunities
Deep learning has recently become very popular on account of its incredi...
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04/06/2019
Effective and Efficient Dropout for Deep Convolutional Neural Networks
Machine-learning-based data-driven applications have become ubiquitous, ...
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05/28/2018
Object-Level Representation Learning for Few-Shot Image Classification
Few-shot learning that trains image classifiers over few labeled example...
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04/26/2018
PANDA: Facilitating Usable AI Development
Recent advances in artificial intelligence (AI) and machine learning hav...
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04/17/2018
Rafiki: Machine Learning as an Analytics Service System
Big data analytics is gaining massive momentum in the last few years. Ap...
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02/14/2018
ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications
Existing data storage systems offer a wide range of functionalities to a...
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09/06/2017
Cross-Domain Image Retrieval with Attention Modeling
With the proliferation of e-commerce websites and the ubiquitousness of ...
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08/17/2017