1.1k citations · 1.8k across the 11 of their papers we have counts for
12 papers
SWIFT: Expedited Failure Recovery for Large-scale DNN Training
Yuchen Zhong, Guangming Sheng, Juncheng Liu +2
As the size of deep learning models gets larger and larger, training takes longer time and more resources, making fault tolerance more and more critical. Existing state-of-the-art…
Gemini: Practical Reconfigurable Datacenter Networks with Topology and Traffic Engineering
Mingyang Zhang, Jianan Zhang, Rui Wang +3
To reduce cost, datacenter network operators are exploring blocking network designs. An example of such a design is a "spine-free" form of a Fat-Tree, in which pods directly connec…
Eiffel: Efficient and Flexible Software Packet Scheduling
Ahmed Saeed, Yimeng Zhao, Nandita Dukkipati +4
Packet scheduling determines the ordering of packets in a queuing data structure with respect to some ranking function that is mandated by a scheduling policy. It is the core compo…
Quantifying randomness in real networks
Chiara Orsini, Marija Mitrović Dankulov, Almerima Jamakovic +9
Represented as graphs, real networks are intricate combinations of order and disorder. Fixing some of the structural properties of network models to their values observed in real n…
Flexible Network Bandwidth and Latency Provisioning in the Datacenter
Vimalkumar Jeyakumar, Abdul Kabbani, Jeffrey C. Mogul +1
Predictably sharing the network is critical to achieving high utilization in the datacenter. Past work has focussed on providing bandwidth to endpoints, but often we want to alloca…
Programming Protocol-Independent Packet Processors
Pat Bosshart, Dan Daly, Martin Izzard +7
P4 is a high-level language for programming protocol-independent packet processors. P4 works in conjunction with SDN control protocols like OpenFlow. In its current form, OpenFlow…