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05/01/2023
LST-Bench: Benchmarking Log-Structured Tables in the Cloud
Log-Structured Tables (LSTs), also commonly referred to as table formats...
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11/04/2022
The Tensor Data Platform: Towards an AI-centric Database System
Database engines have historically absorbed many of the innovations in d...
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10/25/2022
OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance from Database Logs [Technical Report]
Provenance encodes information that connects datasets, their generation ...
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03/10/2022
LlamaTune: Sample-Efficient DBMS Configuration Tuning
Tuning a database system to achieve optimal performance on a given workl...
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03/03/2022
Query Processing on Tensor Computation Runtimes
The huge demand for computation in artificial intelligence (AI) is drivi...
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10/09/2020
A Tensor Compiler for Unified Machine Learning Prediction Serving
Machine Learning (ML) adoption in the enterprise requires simpler and mo...
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09/27/2020
Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation
Microsoft Azure is dedicated to guarantee high quality of service to its...
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06/01/2020
MLOS: An Infrastructure for Automated Software Performance Engineering
Developing modern systems software is a complex task that combines busin...
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06/01/2020
MLOS: An Infrastructure for AutomatedSoftware Performance Engineering
Developing modern systems software is a complex task that combines busin...
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12/19/2019
Data Science through the looking glass and what we found there
The recent success of machine learning (ML) has led to an explosive grow...
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11/01/2019
Extending Relational Query Processing with ML Inference
The broadening adoption of machine learning in the enterprise is increas...
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08/30/2019
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML
Machine learning (ML) has proven itself in high-value web applications s...
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08/23/2019
Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based Platforms
Microsoft's internal big data analytics platform is comprised of hundred...
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06/12/2019
Kaskade: Graph Views for Efficient Graph Analytics
Graphs are an increasingly popular way to model real-world entities and ...
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03/30/2016