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IDIO: Orchestrating Inbound Network Data on Server Processors
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- Title
- IDIO: Orchestrating Inbound Network Data on Server Processors
- Issued Date
- 2021-01
- Citation
- Alian, Mohammad. (2021-01). IDIO: Orchestrating Inbound Network Data on Server Processors. IEEE Computer Architecture Letters, 20(1), 30–33. doi: 10.1109/lca.2020.3044923
- Type
- Article
- Author Keywords
- Cache ; Network ; Data Direct I/O ; Datacenters
- Keywords
- Bandwidth ; Random access memory ; Servers ; Interference ; Program processors ; Noise measurement ; Performance evaluation
- ISSN
- 1556-6056
- Abstract
-
Network bandwidth demand in datacenters is doubling every 12 to 15 months. In response to this demand, high-bandwidth network interface cards, each capable of transferring 100s of Gigabits of data per second, are making inroads into the servers of next-generation datacenters. Such unprecedented data delivery rates on server endpoints raise new challenges, as inbound network traffic placement decisions within the memory hierarchy have a direct impact on end-to-end performance. Modern server-class Intel processors leverage DDIO technology to steer all inbound network data into the last-level cache (LLC), regardless of the network traffic's nature. This static data placement policy is suboptimal, both from a performance and an energy efficiency standpoint. In this work, we design IDIO, a framework that-unlike DDIO-dynamically decides where to place inbound network traffic within a server's multi-level memory hierarchy. IDIO dynamically monitors system behavior and distinguishes between different traffic classes to determine and periodically re-evaluate the best placement location for each flow: LLC, mid-level (L2) cache or DRAM. Our results show that IDIO increases a server's maximum sustainable load by up to ˜33.3% across various network functions. IEEE
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- Publisher
- Institute of Electrical and Electronics Engineers
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Related Researcher
- Kim, Daehoon김대훈
-
Department of Electrical Engineering and Computer Science
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