{"id":1170661,"date":"2026-05-04T13:46:24","date_gmt":"2026-05-04T20:46:24","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-research-item&#038;p=1170661"},"modified":"2026-05-04T13:46:24","modified_gmt":"2026-05-04T20:46:24","slug":"hedge-traffic-engineering-with-probabilistic-link-capacities","status":"publish","type":"msr-research-item","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/hedge-traffic-engineering-with-probabilistic-link-capacities\/","title":{"rendered":"HEDGE: Traffic Engineering with Probabilistic Link Capacities"},"content":{"rendered":"<p>Cloud providers have adopted higher modulation formats to achieve higher data-rate wavelengths in their optical wide-area networks. However, higher modulation formats reduce signal quality margins, making wavelengths more susceptible to wavelength-specific faults (WSFs)\u2014temporary faults that selectively affect certain wavelengths while others remain unaffected, even though they all share the same optical fiber and equipment. WSFs cause the capacity of inter-datacenter links to fluctuate, frequently disrupting traffic engineering systems. We propose HEDGE, a system that mitigates the effects of WSFs by implementing link-local resilience and global network-wide resilience against WSFs. For local resilience, HEDGE provisions inter-datacenter links with a guaranteed minimum capacity and availability target, in spite of WSFs, while using the fewest possible constituent wavelengths. For global resilience, HEDGE optimally balances throughput and availability while allocating flows on a stochastic wide-area network with fluctuating link capacities. HEDGE sustains equivalent throughput with state-of-the-art traffic engineering systems, while dropping 12.2\u2192 less network flow in worst-case scenarios and reducing disruptions to tunnel allocations by 622\u2192 in spite of a rapidly changing topology.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cloud providers have adopted higher modulation formats to achieve higher data-rate wavelengths in their optical wide-area networks. However, higher modulation formats reduce signal quality margins, making wavelengths more susceptible to wavelength-specific faults (WSFs)\u2014temporary faults that selectively affect certain wavelengths while others remain unaffected, even though they all share the same optical fiber and equipment. WSFs 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