Time series management systems: a 2022 survey

SK Jensen, TB Pedersen, C Thomsen - Data Series Management and …, 2022 - vbn.aau.dk
Enormous amounts of time series are being collected in many different domains. These
include, but are not limited to, aviation, computing, energy, finance, logistics, and medicine …

Joint Directory, File and IO Trace Feature Extraction and Feature-based Trace Regeneration for Enterprise Storage Systems

K Huang, X Li, M Yuan, J Zhang… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
For enterprise storage systems, users' directory/file and IO access traces are critical for fine-
tuning and new designs. However, once these systems are deployed, only trace features …

Khronos: A Real-Time Indexing Framework for Time Series Databases on Large-Scale Performance Monitoring Systems

X Liu, Z Wei, W Yu, S Liu, G Wang, X Liu… - Proceedings of the 32nd …, 2023 - dl.acm.org
Time series databases play a critical role in large-scale performance monitoring systems.
Metrics are required to be observable immediately after being generated to support real-time …

An Efficient NoSQL-Based Storage Schema for Large-Scale Time Series Data

R Ma, W Zhou, Z Ma - Journal of Database Management (JDM), 2024 - igi-global.com
In IoT (internet of things), most data from the connected devices change with time and have
sampling intervals, which are called time-series data. It is challenging to design a time series …

ForestTI: A Scalable Inverted-Index-Oriented Timeseries Management System with Flexible Memory Efficiency

Z Wang, Z Shao - Proceedings of the ACM on Management of Data, 2023 - dl.acm.org
Timeseries management systems play an important role in IoT and performance monitoring.
As the data volume scales up, absorbing data memory efficiently with high throughput …

Cross-systems multi-level data pipelines optimization for predicting sunspot emergence

R Kapoor - 2024 - aaltodoc.aalto.fi
The proliferation of big data pipelines has spurred collaborative efforts across multiple
disciplines to explore the intricacies of those domains. One notable collaboration involves …

[PDF][PDF] An Expressive Query Interface for Kernel Telemetry

R Tang - 2024 - etos.cs.brown.edu
To understand the complex interactions in modern software, engineers often rely on detailed
kernel telemetry. Increasingly, developers have turned to eBPF (the extended Berkeley …

[PDF][PDF] Mach: Firefighting Time-Critical Issues in Complex Systems Using High-Frequency Telemetry

F Solleza, S Li, W Sun, R Tang, M Schwarzkopf… - cs.brown.edu
To understand the complex interactions in modern software, engineers often rely on high-
frequency telemetry (HFT) data generated via tools like eBPF. However, today's database …