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DevConf.US 2019 has ended
DevConf.us 2019 is the 2nd annual, free, Red Hat sponsored technology conference for community project and professional contributors to Free and Open Source technologies held at the Boston University in the historic city of Boston, USA.

When: Thursday, August 15 to Saturday, August 17, 2018

Venue: Boston University, George Sherman Union Building
Thursday, August 15 • 15:50 - 16:35
Removing Memory as a Noise Factor

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Memory bandwidth is increasingly the bottleneck in modern systems and a resource that, until today, we could not schedule. This means that, depending on what else is running on a server, performance may be highly unpredictable, impacting the 99% tail latency, which is increasingly important in modern distributed systems. Moreover, the increasing importance of high-performance computing applications, such as machine learning, and Real-Time Systems demands more deterministic performance, even in shared environments. Alternatively, many environments resist running more than one workload on a server, reducing system utilization. Recent processors have started introducing the first mechanism to monitor and control memory bandwidth. Can we use these mechanisms to enable machines to be fully used while ensuring that primary workloads have deterministic performance? We present early results from using Intel’s Resource Director Technology and some insight into this new hardware support. We also look at an algorithm to use these tools to provide deterministic performance on different workloads.

Speakers

Thursday August 15, 2019 15:50 - 16:35
East Balcony GS Union, BU

Attendees (17)