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DTSTART;TZID=America/Chicago:20251116T124000
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UID:submissions.supercomputing.org_SC25_sess221_ws_indis112@linklings.com
SUMMARY:Optimizing Network Resilience Using  Domain-Specific Hardware Acce
 lerator for Dynamic  Programming
DESCRIPTION:Ali Mazloum, Sergio Elizalde, Samia Choueiri, and Elie Kfoury 
 (University of South Carolina); Jose Gomez (Fort Lewis College); Ali AlSab
 eh (University of South Carolina Aiken); and Jorge Crichigno (University o
 f South Carolina)\n\nDynamic programming accelerators (DPAs) are devices d
 esigned with an instruction set optimized for dynamic programming (DP) ope
 rations. DP is fundamental to solving complex networking problems, particu
 larly those involving fault tolerance and routing under dynamic conditions
 . This paper explores the use of DPA to accelerate network resilience by i
 mplementing an optimal routing algorithm that efficiently identifies alter
 native paths in response to link failures. The system’s performance is eva
 luated by comparing DPA implementation against conventional GPU-based and 
 CPU-based solutions. Results show that DPA provides significant performanc
 e improvements, enabling faster recovery and improved robustness in dynami
 c network environments.\n\nTag: short paper\n\nRecording: Livestreamed, Re
 corded\n\nRegistration Category: Technical Program Reg Pass, Workshop Reg 
 Pass\n\nSession Chairs: Ezra Kissel (Energy Sciences Network (ESnet)); Raf
 ael Silva-Guimaraes (Federal Institute of Espírito Santo, Department of In
 formatics); Nik Sultana (Illinois Institute of Technology, SCinet); Cees d
 e Laat (University of Amsterdam, Lawrence Berkeley National Laboratory (LB
 NL)); Sonja Filiposka (Ss. Cyril and Methodius Univeristy in Skopje (UKIM)
  North Macedonia); and Akbar Kara (Ciena Corporation, SCinet)\n\n
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