Sheng Wang

Affiliations:
  • Alibaba Group, China
  • National University of Singapore, Singapore (former)


According to our database1, Sheng Wang authored at least 50 papers between 2012 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Towards Practical Oblivious Join Processing.
IEEE Trans. Knowl. Data Eng., April, 2024

DeepGraFT: A novel semantic segmentation auxiliary ROI-based deep learning framework for effective fundus tessellation classification.
Comput. Biol. Medicine, February, 2024

2023
ROVEC: Runtime Optimization of Vectorized Expression Evaluation for Column Store.
IEEE Trans. Knowl. Data Eng., March, 2023

SWAT: A System-Wide Approach to Tunable Leakage Mitigation in Encrypted Data Stores.
CoRR, 2023

Encrypted Databases Made Secure Yet Maintainable.
Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

EulerFD: An Efficient Double-Cycle Approximation of Functional Dependencies.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Scaling Blockchain Consensus via a Robust Shared Mempool.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
GPS2Vec: Pre-Trained Semantic Embeddings for Worldwide GPS Coordinates.
IEEE Trans. Multim., 2022

Operon: An Encrypted Database for Ownership-Preserving Data Management.
Proc. VLDB Endow., 2022

HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database.
Proc. VLDB Endow., 2022

VRE: A Versatile, Robust, and Economical Trajectory Data System.
Proc. VLDB Endow., 2022

Tair-PMem: a Fully Durable Non-Volatile Memory Database.
Proc. VLDB Endow., 2022

CloudJump: Optimizing Cloud Databases for Cloud Storages.
Proc. VLDB Endow., 2022

Devouring the Leader Bottleneck in BFT Consensus.
CoRR, 2022

ESDB: Processing Extremely Skewed Workloads in Real-time.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Towards Practical Oblivious Join.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Ubiquitous Verification in Centralized Ledger Database.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

PolarDB-X: An Elastic Distributed Relational Database for Cloud-Native Applications.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021
Building Enclave-Native Storage Engines for Practical Encrypted Databases.
Proc. VLDB Endow., 2021

VeriDB: An SGX-based Verifiable Database.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Learning Multi-context Aware Location Representations from Large-scale Geotagged Images.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020
LedgerDB: A Centralized Ledger Database for Universal Audit and Verification.
Proc. VLDB Endow., 2020

AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data.
Proc. VLDB Endow., 2020

Diagnosing Root Causes of Intermittent Slow Queries in Large-Scale Cloud Databases.
Proc. VLDB Endow., 2020

Analysis of Indexing Structures for Immutable Data.
Proceedings of the 2020 International Conference on Management of Data, 2020

Timon: A Timestamped Event Database for Efficient Telemetry Data Processing and Analytics.
Proceedings of the 2020 International Conference on Management of Data, 2020

Two-Level Data Compression using Machine Learning in Time Series Database.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

HybrIDX: New Hybrid Index for Volume-hiding Range Queries in Data Outsourcing Services.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

HotRing: A Hotspot-Aware In-Memory Key-Value Store.
Proceedings of the 18th USENIX Conference on File and Storage Technologies, 2020

2019
AnalyticDB: Real-time OLAP Database System at Alibaba Cloud.
Proc. VLDB Endow., 2019

X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing.
Proceedings of the 2019 International Conference on Management of Data, 2019

GPS2Vec: Towards Generating Worldwide GPS Embeddings.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
Rafiki: Machine Learning as an Analytics Service System.
Proc. VLDB Endow., 2018

ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications.
Proc. VLDB Endow., 2018

Efficient Distributed Memory Management with RDMA and Caching.
Proc. VLDB Endow., 2018

PANDA: Facilitating Usable AI Development.
CoRR, 2018

Rafiki: Machine Learning as an Analytics Service System.
CoRR, 2018

ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications.
CoRR, 2018

2017
UStore: A Distributed Storage With Rich Semantics.
CoRR, 2017

2016
Deep Learning at Scale and at Ease.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Fast and Adaptive Indexing of Multi-Dimensional Observational Data.
Proc. VLDB Endow., 2016

Deep Learning At Scale and At Ease.
CoRR, 2016

2015
SINGA: Putting Deep Learning in the Hands of Multimedia Users.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

SINGA: A Distributed Deep Learning Platform.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Selective Hashing: Closing the Gap between Radius Search and k-NN Search.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014
K-Anonymity for Crowdsourcing Database.
IEEE Trans. Knowl. Data Eng., 2014

Lightweight Indexing of Observational Data in Log-Structured Storage.
Proc. VLDB Endow., 2014

2012
LogBase: A Scalable Log-structured Database System in the Cloud.
Proc. VLDB Endow., 2012


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