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Editor's note:System-level runtime approaches provide a new dimension of variation tolerance in multi- and many-core systems. This article looks into a scalable system-level, dynamic thermal management solution using an agent-based, distributed-application-mapping approach.—Swarup Bhunia, Case Western Reserve University