From 8cce903a981c004502d1fdf29a650fc58f72042d Mon Sep 17 00:00:00 2001
From: mjkwiatkowski <mati.rewa@gmail.com>
Date: Mon, 20 Jul 2026 12:43:25 +0200
Subject: git amend

---
 content/preamble/abstract.tex | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

(limited to 'content/preamble/abstract.tex')

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.
 
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