Yongmin Tan

Works (2)

Updated: July 5th, 2023 15:47

2012 article

PREPARE: Predictive Performance Anomaly Prevention for Virtualized Cloud Systems

2012 IEEE 32ND INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS), pp. 285–294.

By: Y. Tan n, H. Nguyen n, Z. Shen n, X. Gu n, C. Venkatramani* & D. Rajan*

author keywords: performance anomaly prevention; online anomaly prediction; cloud computing
topics (OpenAlex): Software System Performance and Reliability; Cloud Computing and Resource Management; Software-Defined Networks and 5G
TL;DR: PREPARE integrates online anomaly prediction, learning-based cause inference, and predictive prevention actuation to minimize the performance anomaly penalty without human intervention. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2010 article

Adaptive System Anomaly Prediction for Large-Scale Hosting Infrastructures

PODC 2010: PROCEEDINGS OF THE 2010 ACM SYMPOSIUM ON PRINCIPLES OF DISTRIBUTED COMPUTING, pp. 173–182.

By: Y. Tan n, X. Gu n & H. Wang*

author keywords: Anomaly Prediction; Context-aware Prediction Model
topics (OpenAlex): Software System Performance and Reliability; Network Security and Intrusion Detection; Anomaly Detection Techniques and Applications
TL;DR: This paper proposes a novel context-aware anomaly prediction scheme, called ALERT, to improve prediction accuracy in dynamic hosting infrastructures and shows that ALERT can achieve high prediction accuracy for a range of system anomalies and impose low overhead to the hosting infrastructure. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

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