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Research and Technologies for next-generation high-temperature data centers–State-of-the-arts and future perspectives
Data centers have attracted increasing attention worldwide over the last decades due to
their high energy consumption. Cooling accounts for about 30–40% of the total energy …
their high energy consumption. Cooling accounts for about 30–40% of the total energy …
A survey on automated log analysis for reliability engineering
Logs are semi-structured text generated by logging statements in software source code. In
recent decades, software logs have become imperative in the reliability assurance …
recent decades, software logs have become imperative in the reliability assurance …
Task failure prediction in cloud data centers using deep learning
A large-scale cloud data center needs to provide high service reliability and availability with
low failure occurrence probability. However, current large-scale cloud data centers still face …
low failure occurrence probability. However, current large-scale cloud data centers still face …
Oobleck: Resilient distributed training of large models using pipeline templates
Oobleck enables resilient distributed training of large DNN models with guaranteed fault
tolerance. It takes a planning-execution co-design approach, where it first generates a set of …
tolerance. It takes a planning-execution co-design approach, where it first generates a set of …
A review of data centers energy consumption and reliability modeling
KMU Ahmed, MHJ Bollen, M Alvarez - IEEE access, 2021 - ieeexplore.ieee.org
Enhancing the efficiency and the reliability of the data center are the technical challenges for
maintaining the quality of services for the end-users in the data center operation. The energy …
maintaining the quality of services for the end-users in the data center operation. The energy …
Workflowsim: A toolkit for simulating scientific workflows in distributed environments
Simulation is one of the most popular evaluation methods in scientific workflow studies.
However, existing workflow simulators fail to provide a framework that takes into …
However, existing workflow simulators fail to provide a framework that takes into …
Addressing failures in exascale computing
We present here a report produced by a workshop on 'Addressing failures in exascale
computing'held in Park City, Utah, 4–11 August 2012. The charter of this workshop was to …
computing'held in Park City, Utah, 4–11 August 2012. The charter of this workshop was to …
Why does the cloud stop computing? lessons from hundreds of service outages
We conducted a cloud outage study (COS) of 32 popular Internet services. We analyzed
1247 headline news and public post-mortem reports that detail 597 unplanned outages that …
1247 headline news and public post-mortem reports that detail 597 unplanned outages that …
Memory errors in modern systems: The good, the bad, and the ugly
Several recent publications have shown that hardware faults in the memory subsystem are
commonplace. These faults are predicted to become more frequent in future systems that …
commonplace. These faults are predicted to become more frequent in future systems that …
Exascale computing and big data
Exascale computing and big data Page 1 56 COMMUNICATIONS OF THE ACM | JULY
2015 | VOL. 58 | NO. 7 contributed articles ILL US TRA TION B Y PETER BOLLINGER DOI:10.1145/2699414 …
2015 | VOL. 58 | NO. 7 contributed articles ILL US TRA TION B Y PETER BOLLINGER DOI:10.1145/2699414 …