Eric Lo

Orcid: 0000-0003-2679-3945

Affiliations:
  • Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong
  • Hong Kong Polytechnic University, Department of Computing, Hong Kong (former)
  • Google Research, Mountain View, CA, USA (former)
  • ETH Zurich, Computer Science Department, Switzerland (PhD 2007)


According to our database1, Eric Lo authored at least 92 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
DEX: Scalable Range Indexing on Disaggregated Memory.
Proc. VLDB Endow., June, 2024

Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines.
Proc. VLDB Endow., June, 2024

DEX: Scalable Range Indexing on Disaggregated Memory [Extended Version].
CoRR, 2024

Occam's Razor for Distributed Protocols.
Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

2023
When Private Blockchain Meets Deterministic Database.
Proc. ACM Manag. Data, 2023

Knock Out 2PC with Practicality Intact: a High-performance and General Distributed Transaction Protocol (Technical Report).
CoRR, 2023

Real-World Image Variation by Aligning Diffusion Inversion Chain.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Knock Out 2PC with Practicality Intact: a High-performance and General Distributed Transaction Protocol.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Saguaro: An Edge Computing-Enabled Hierarchical Permissioned Blockchain.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
Report from Dagstuhl Seminar 21442: Ensuring the Reliability and Robustness of Database Management Systems.
Datenbank-Spektrum, November, 2022

Are Updatable Learned Indexes Ready?
Proc. VLDB Endow., 2022

Rebalanced Siamese Contrastive Mining for Long-Tailed Recognition.
CoRR, 2022

Everest: A Top-K Deep Video Analytics System.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

More is Less - Byte-quantized models are faster than bit-quantized models on the edge.
Proceedings of the IEEE International Conference on Big Data, 2022

ByteStore: Hybrid Layouts for Main-Memory Column Stores.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Scaling Dynamic Hash Tables on Real Persistent Memory.
SIGMOD Rec., 2021

APEX: A High-Performance Learned Index on Persistent Memory.
Proc. VLDB Endow., 2021

Ensuring the Reliability and Robustness of Database Management Systems (Dagstuhl Seminar 21442).
Dagstuhl Reports, 2021

Saguaro: Efficient Processing of Transactions in Wide Area Networks using a Hierarchical Permissioned Blockchain.
CoRR, 2021

Top-K Deep Video Analytics: A Probabilistic Approach.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

P2H: Efficient Distance Querying on Road Networks by Projected Vertex Separators.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020
Dash: Scalable Hashing on Persistent Memory.
Proc. VLDB Endow., 2020

A unified framework for integrative study of heterogeneous gene regulatory mechanisms.
Nat. Mach. Intell., 2020

Finding Interesting Frames in Deep Video Analytics: a Top-K Approach.
CoRR, 2020

Towards Self-Tuning Parameter Servers.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Practical Range Counting over Data Streams.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

High Performance Depthwise and Pointwise Convolutions on Mobile Devices.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Historic Moments Discovery in Sequence Data.
ACM Trans. Database Syst., 2019

Deploying Hash Tables on Die-Stacked High Bandwidth Memory.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Decentralized Search on Decentralized Web.
Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

InferSpark: Statistical Inference at Scale.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

2018
Towards Self-Tuning Parameter Servers.
CoRR, 2018

Decentralized Search on Decentralized Web.
CoRR, 2018

Sharding Blockchain.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

DIFusion: Fast Skip-Scan with Zero Space Overhead.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
Efficient Pattern-Based Aggregation on Sequence Data.
IEEE Trans. Knowl. Data Eng., 2017

Finding k most influential edges on flow graphs.
Inf. Syst., 2017

Efficient processing of shortest path queries in evolving graph sequences.
Inf. Syst., 2017

InferSpark: Statistical Inference at Scale.
CoRR, 2017

2016
Explaining Missing Answers to Top-k SQL Queries.
IEEE Trans. Knowl. Data Eng., 2016

Fast Multi-Column Sorting in Main-Memory Column-Stores.
Proceedings of the 2016 International Conference on Management of Data, 2016

Closest Interval Join Using MapReduce.
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

2015
Efficient Authentication of Continuously Moving k NN Queries.
IEEE Trans. Mob. Comput., 2015

SDB: A Secure Query Processing System with Data Interoperability.
Proc. VLDB Endow., 2015

Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Accelerating aggregation using intra-cycle parallelism.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Query Optimization over Cloud Data Market.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

TLB misses: The Missing Issue of Adaptive Radix Tree?
Proceedings of the 11th International Workshop on Data Management on New Hardware, 2015

2014
MyBenchmark: generating databases for query workloads.
VLDB J., 2014

Cache Design of SSD-Based Search Engine Architectures: An Experimental Study.
ACM Trans. Inf. Syst., 2014

Answering Why-Not Questions on Top-K Queries.
IEEE Trans. Knowl. Data Eng., 2014

Efficient Processing of Which-Edge Questions on Shortest Path Queries.
Proceedings of the Database Systems for Advanced Applications, 2014

ρ-uncertainty Anonymization by Partial Suppression.
Proceedings of the Database Systems for Advanced Applications, 2014

2013
Identifying the Most Connected Vertices in Hidden Bipartite Graphs Using Group Testing.
IEEE Trans. Knowl. Data Eng., 2013

Parallel analytics as a service.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

The impact of solid state drive on search engine cache management.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

On the Use of Bug and Predicate Signatures for Statistical Debugging.
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

CISC: clustered image search by conceptualization.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Optimizing plurality for human intelligence tasks.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Fast evaluation of iceberg pattern-based aggregate queries.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Measuring the Sky: On Computing Data Cubes via Skylining the Measures.
IEEE Trans. Knowl. Data Eng., 2012

A safe-exit approach for efficient network-based moving range queries.
Data Knowl. Eng., 2012

Authentication of moving range queries.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

DQR: a probabilistic approach to diversified query recommendation.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Evaluation Metric for Multiple-Bug Localization with Simple and Complex Predicates.
Proceedings of the 19th Asia-Pacific Software Engineering Conference, 2012

2011
On Querying Historical Evolving Graph Sequences.
Proc. VLDB Endow., 2011

Authentication of moving kNN queries.
Proceedings of the 27th International Conference on Data Engineering, 2011

I/O-efficient algorithms for answering pattern-based aggregate queries in a sequence OLAP system.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
A framework for testing DBMS features.
VLDB J., 2010

Generating Databases for Query Workloads.
Proc. VLDB Endow., 2010

Explore or Exploit? Effective Strategies for Disambiguating Large Databases.
Proc. VLDB Endow., 2010

S-OLAP: an OLAP system for analyzing sequence data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Optimizing Link Assignment to Enhance Service in Probabilistic Network.
Proceedings of the Seventh Annual IEEE Communications Society Conference on Sensor, 2010

A lightweight framework for testing database applications.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Competitive Privacy: Secure Analysis on Integrated Sequence Data.
Proceedings of the Database Systems for Advanced Applications, 2010

2009
Group-by skyline query processing in relational engines.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Supporting ranking pattern-based aggregate queries in sequence data cubes.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Towards Automatic Test Database Generation.
IEEE Data Eng. Bull., 2008

OLAP on sequence data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Multi-RQP: generating test databases for the functional testing of OLTP applications.
Proceedings of the 1st International Workshop on Testing Database Systems, 2008

Automatic Result Verification for the Functional Testing of a Query Language.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
A framework for efficient regression tests on database applications.
VLDB J., 2007

QAGen: generating query-aware test databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Reverse Query Processing.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
WSIPL: An XML scripting language for integrating web service data and applications.
Web Intell. Agent Syst., 2006

Progressive skylining over Web-accessible databases.
Data Knowl. Eng., 2006

Testing database applications.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

2005
Parallel Execution of Test Runs for Database Application Systems.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

2004
Processing Ad-Hoc Joins on Mobile Devices.
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004

SF-Tree: An Efficient and Flexible Structure for Estimating Selectivity of Simple Path Expressions with Statistical Accuracy Guarantee.
Proceedings of the Database Systems for Advances Applications, 2004

2003
Web Services Oriented Data Processing and Integration.
Proceedings of the Twelfth International World Wide Web Conference, 2003


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