The Holon Approach for Simultaneously Tuning Multiple Components in a Self-Driving Database Management System with Machine Learning via Synthesized Proto …
Existing machine learning (ML) approaches to automatically optimize database
management systems (DBMSs) only target a single configuration space at a time (eg, knobs …
management systems (DBMSs) only target a single configuration space at a time (eg, knobs …
Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable C ontainer-a saS ervice P erformance E nhanced R esizing Algorithm for the Cloud
Kubernetes has emerged as a prominent open-source platform for managing cloud
applications, including stateful databases. These monolithic applications rely on vertical …
applications, including stateful databases. These monolithic applications rely on vertical …
Towards Building Autonomous Data Services on Azure
Modern cloud has turned data services into easily accessible commodities. With just a few
clicks, users are now able to access a catalog of data processing systems for a wide range …
clicks, users are now able to access a catalog of data processing systems for a wide range …
OptScaler: A Collaborative Framework for Robust Autoscaling in the Cloud
Autoscaling is a critical mechanism in cloud computing, enabling the autonomous
adjustment of computing resources in response to dynamic workloads. This is particularly …
adjustment of computing resources in response to dynamic workloads. This is particularly …
Lorentz: Learned SKU Recommendation Using Profile Data
In response to diverse demands, cloud operators have significantly expanded the array of
service offerings, often referred to as Stock Keeping Units (SKUs) available for computing …
service offerings, often referred to as Stock Keeping Units (SKUs) available for computing …
DoppelGanger++: Towards Fast Dependency Graph Generation for Database Replay
A database replay system (DRS) captures workloads on a production system and then
replays them in a test system to test various system changes, avoiding any risk before …
replays them in a test system to test various system changes, avoiding any risk before …
Proactive Resume and Pause of Resources for Microsoft Azure SQL Database Serverless
O Poppe, P Arora, S Sharma, J Chen, S Pandit… - Companion of the 2024 …, 2024 - dl.acm.org
Demand-driven resource allocation for cloud databases has become a popular research
direction. Recent approaches have evolved from reactive policies to proactive decision …
direction. Recent approaches have evolved from reactive policies to proactive decision …
Research on compatibility and performance verification method of domestic database migration based on Kreplay technology
Y Fu, J Song, R Song, N Jiang, J Lin… - Journal of Physics …, 2024 - iopscience.iop.org
This paper deeply studies the compatibility and performance verification methods of
domestic database replacement Oracle database and focuses on the application of Replay …
domestic database replacement Oracle database and focuses on the application of Replay …
[PDF][PDF] Vertically Autoscaling Monolithic Applications with CaaSPER
Kubernetes has emerged as a prominent open-source platform for managing cloud
applications, including stateful databases. These monolithic applications rely on vertical …
applications, including stateful databases. These monolithic applications rely on vertical …