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Diffstat (limited to 'content/preamble')
| -rw-r--r-- | content/preamble/abstract.tex | 4 | ||||
| -rw-r--r-- | content/preamble/acknowledgement.tex | 2 |
2 files changed, 4 insertions, 2 deletions
diff --git a/content/preamble/abstract.tex b/content/preamble/abstract.tex index c8078b4..9c2247a 100644 --- a/content/preamble/abstract.tex +++ b/content/preamble/abstract.tex @@ -12,6 +12,8 @@ Without predictive maintenance and forecasts, system administrators cannot make In this work, we propose to enable predictive analytics for datacenters using digital twinning. We survey the datacenter digital twinning field, and organize our findings into a system model. -Additionally, we design \mysystem~-- a novel reference architecture for predictive datacenter digital twins, and evaluate it through prototype-based experiments. +Based on real-world use-cases we design \mysystem~-- a novel reference architecture for predictive datacenter digital twins, and evaluate it through prototype-based experiments. Our results indicate \mysystem is capable of reliably differentiating between mild and severe compute failures, and can successfully incorporate a predictive analytics engine to the benefit of datacenter managers. +The main findings are backed-up by experiments which replicate a peer-reviewed publication evaluation approach to show that \mysystem can notify datacenter operators of compute failures. +Moreover, to show that the system can incorporate a predictive analytics-engine, we have conducted a novel, conceptual experiment to exhibit the potential future gains of a holistic Datacenter Digital Twin. diff --git a/content/preamble/acknowledgement.tex b/content/preamble/acknowledgement.tex index 180ffad..81660b5 100644 --- a/content/preamble/acknowledgement.tex +++ b/content/preamble/acknowledgement.tex @@ -4,7 +4,7 @@ \end{center} I wish to express my thanks to the many people who have helped me in preparation of this thesis. -Dante Niewehuis, my daily supervisor, with patience and understanding mentored me during our collaboration, which led to the timely and successful completion of this thesis. +Dante Niewenhuis, my daily supervisor, with patience and understanding mentored me during our collaboration, which led to the timely and successful completion of this thesis. Alexandru Iosup, my 1\textsuperscript{st} supervisor, provided invaluable feedback and suggestions that helped immensely during the design and writing. |