[PDF][PDF] Incident Management for Explainable and Automated Root Cause Analysis in Cloud Data Centers.
A Poghosyan, A Harutyunyan, N Grigoryan… - JUCS: Journal of …, 2021 - academia.edu
Effective root cause analysis (RCA) of performance issues in modern cloud environments
remains a hard problem. Traditional RCA tracks complex issues by their signatures known …
remains a hard problem. Traditional RCA tracks complex issues by their signatures known …
Analysis of site speed performance anomalies caused by server-side issues
R Maheshwari, L Zhang, Y Yang, J Chen… - US Patent …, 2019 - Google Patents
The disclosed embodiments provide a system for processing data. During operation, the
system obtains a component of a time-series performance metric associated with a server …
system obtains a component of a time-series performance metric associated with a server …
Forecasting interest in an object over a future period of time using a three-stage time-series analysis process
K Joshi, N Roehl, YHA Chien - US Patent 9,818,063, 2017 - Google Patents
Abstract Information related to a time series can be predicted. For example, a repetitive
characteristic of the time series can be determined by analyzing the time series for a pattern …
characteristic of the time series can be determined by analyzing the time series for a pattern …
Methods and systems to determine correlated-extreme behavior consumers of data center resources
L Jain, J Jankov - US Patent App. 15/377,824, 2018 - Google Patents
Methods and systems that identify objects of a data center that exhibit correlated-extreme
behavior are described. The objects may be, but are not limited to, virtual machines (“VMs”) …
behavior are described. The objects may be, but are not limited to, virtual machines (“VMs”) …
Root cause investigation of site speed performance anomalies
R Maheshwari, L Zhang, Y Yang, J Chen… - US Patent …, 2019 - Google Patents
The disclosed embodiments provide a system for processing data. During operation, the
system obtains a set of compo nents of a time-series performance metric associated with an …
system obtains a set of compo nents of a time-series performance metric associated with an …
Cloud-based platform instrumentation and monitoring system for maintenance of user-configured programs
J Laethem - US Patent 10,482,072, 2019 - Google Patents
Abstract Systems and methods for using instrumentation for maintaining user-configured
programs in a cloud computing environment are herein disclosed as comprising, in an …
programs in a cloud computing environment are herein disclosed as comprising, in an …
Performance comparison: Virtual machines and containers running artificial intelligence applications
JD Marquez, M Castillo - Information Technology and Systems: ICITS 2021 …, 2021 - Springer
With the continuous growth of data that can be valuable for companies and scientific
research, cloud computing has shown itself as one of the emerging technologies that can …
research, cloud computing has shown itself as one of the emerging technologies that can …
Multi-stage data compression for time-series metric data within computer systems
A Poghosyan, AN Harutyunyan, NM Grigoryan… - US Patent …, 2017 - Google Patents
The current document is directed to a multi-stage metric-data compression method and
subsystem for compressing metric data collected and stored within distributed computing …
subsystem for compressing metric data collected and stored within distributed computing …
Dynamically generating visualizations of data based on correlation measures and search history
I Sinha, SM Pasha - US Patent 11,425,012, 2022 - Google Patents
Described embodiments provide systems and methods for generating visualizations of data
based on correlation measures and search history. An analysis engine may access data …
based on correlation measures and search history. An analysis engine may access data …
[PDF][PDF] Learning data center incidents for automated root cause analysis
A Poghosyan, A Harutyunyan, N Grigoryan… - … Technologies and Data …, 2020 - d-nb.info
Identification of a problem fingerprint or incident in a data center is of crucial importance for
the system administrators. Automated discovery of such important patterns in cloud …
the system administrators. Automated discovery of such important patterns in cloud …