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Traffic Engineering (TE) in IP carrier networks is one of the functions that can benefit from the Software Defined Networking paradigm. By logically centralizing the control of the network, it is possible to "program" per-flow routing based on TE goals ...
Davoli, Luca +4 more
core +1 more source
Supervised learning with quantum enhanced feature spaces
Machine learning and quantum computing are two technologies each with the potential for altering how computation is performed to address previously untenable problems.
Chow, Jerry M. +6 more
core +1 more source
Multicast traffic aggregation in MPLS-based VPN networks [PDF]
This article gives an overview of the current practical approaches under study for a scalable implementation of multicast in layer 2 and 3 VPNs over an IP-MPLS multiservice network. These proposals are based on a well-known technique: the aggregation of
Larrabeiti López, David +3 more
core +2 more sources
Simultaneous Deep Transfer Across Domains and Tasks
Recent reports suggest that a generic supervised deep CNN model trained on a large-scale dataset reduces, but does not remove, dataset bias. Fine-tuning deep models in a new domain can require a significant amount of labeled data, which for many ...
Darrell, Trevor +3 more
core +1 more source
Objectives The primary objective is to evaluate the comparative effectiveness of COVID-19 specific monoclonal antibodies (mABs) with US Food and Drug Administration (FDA) Emergency Use Authorization (EUA), alongside UPMC Health System efforts to increase
David T. Huang +31 more
doaj +1 more source
Standardized methods for effectively and rapidly monitoring changes in the biodiversity of marine ecosystems are critical to assess status and trends in ways that are comparable between locations and over time.
Gonzalo Bravo +10 more
doaj +1 more source
ABSTRACT Background The Improving Population Outcomes for Renal Tumours of childhood (IMPORT) is a prospective clinical observational study capturing detailed demographic and outcome data on children and young people diagnosed with renal tumours in the United Kingdom and the Republic of Ireland.
Naomi Ssenyonga +56 more
wiley +1 more source
A Unified Multi-Label Code Smell Dataset for Code Smell Detection at Different Granularities
Code smell detection is critical for maintaining software quality and enabling effective refactoring, yet much prior work identifies only one smell at a time.
Haneen M. Alhadeaf, Mubarak Alrashoud
doaj +1 more source
The presence of small amounts of human serum albumin (HSA) in urine or microalbuminuria (30−300 µg/mL) is a valuable clinical biomarker for the early detection of chronic kidney disease (CKD).
Muhammad Omar Shaikh +3 more
doaj +1 more source
Information Gathering in Ad-Hoc Radio Networks with Tree Topology
We study the problem of information gathering in ad-hoc radio networks without collision detection, focussing on the case when the network forms a tree, with edges directed towards the root.
A Alon +21 more
core +1 more source

