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Albert Y. Zomaya
Researcher at University of Sydney
Publications - 1020
Citations - 30827
Albert Y. Zomaya is an academic researcher from University of Sydney. The author has contributed to research in topics: Cloud computing & Scheduling (computing). The author has an hindex of 75, co-authored 946 publications receiving 24637 citations. Previous affiliations of Albert Y. Zomaya include University of Alabama & University of Sheffield.
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Proceedings Article
A new hybrid de novo sequencing method for protein identification
TL;DR: This paper's novel hybrid de novo sequencing based protein identification method differs from existing methods which rely on finding one maximum path from a spectrum graph by applying a novel Bayesian network and dynamic programming hybrid algorithm to explore the sub-optimal space.
Journal ArticleDOI
Buoy Sensor Cyberattack Detection in Offshore Petroleum Cyber-Physical Systems
TL;DR: Proposed PBSC technique utilizing Partially Observable Markov Decision Process (POMDP) method, which is a stochastic process based on Markov decision process, to evaluate the cyberattack probability for each buoy sensors can efficiently identify attacked sensors and locate the oil leaking sources, which facilitates future pollution recovery.
Proceedings ArticleDOI
Disk Throughput Controller for Cloud Data-Centers
TL;DR: This paper proposes a strategy based on control theory for managing the performance of several I/O requests, such as mean response times and read/write throughput in a consolidated environment where multiple virtual services can share access to a storage system.
Proceedings ArticleDOI
Spark-Tuner: An Elastic Auto-Tuner for Apache Spark Streaming
TL;DR: In this article, an auto-tuning strategy of computing resources in a distributed Spark platform for handling scenarios in which submitted analytical applications have different quality of service (QoS) requirements (e.g., latency constraints), while the interference among computing resources is considered as a key performance-limiting parameter.