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A survey on data center networking (DCN): Infrastructure and operations
Data centers (DCs), owing to the exponential growth of Internet services, have emerged as
an irreplaceable and crucial infrastructure to power this ever-growing trend. A DC typically …
an irreplaceable and crucial infrastructure to power this ever-growing trend. A DC typically …
{MegaScale}: Scaling large language model training to more than 10,000 {GPUs}
We present the design, implementation and engineering experience in building and
deploying MegaScale, a production system for training large language models (LLMs) at the …
deploying MegaScale, a production system for training large language models (LLMs) at the …
Fault management in software-defined networking: A survey
Software-defined networking (SDN) has emerged as a new network paradigm that promises
control/data plane separation and centralized network control. While these features simplify …
control/data plane separation and centralized network control. While these features simplify …
PINT: Probabilistic in-band network telemetry
Commodity network devices support adding in-band telemetry measurements into data
packets, enabling a wide range of applications, including network troubleshooting …
packets, enabling a wide range of applications, including network troubleshooting …
In-band network telemetry: A survey
With the development of software-defined network and programmable data-plane
technology, in-band network telemetry has emerged. In-band network telemetry technology …
technology, in-band network telemetry has emerged. In-band network telemetry technology …
An exhaustive survey on p4 programmable data plane switches: Taxonomy, applications, challenges, and future trends
Traditionally, the data plane has been designed with fixed functions to forward packets using
a small set of protocols. This closed-design paradigm has limited the capability of the …
a small set of protocols. This closed-design paradigm has limited the capability of the …
Sonata: Query-driven streaming network telemetry
Managing and securing networks requires collecting and analyzing network traffic data in
real time. Existing telemetry systems do not allow operators to express the range of queries …
real time. Existing telemetry systems do not allow operators to express the range of queries …
CocoSketch: High-performance sketch-based measurement over arbitrary partial key query
Sketch-based measurement has emerged as a promising alternative to the traditional
sampling-based network measurement approaches due to its high accuracy and resource …
sampling-based network measurement approaches due to its high accuracy and resource …
Language-directed hardware design for network performance monitoring
Network performance monitoring today is restricted by existing switch support for
measurement, forcing operators to rely heavily on endpoints with poor visibility into the …
measurement, forcing operators to rely heavily on endpoints with poor visibility into the …
{FlowRadar}: A better {NetFlow} for data centers
NetFlow has been a widely used monitoring tool with a variety of applications. NetFlow
maintains an active working set of flows in a hash table that supports flow insertion, collision …
maintains an active working set of flows in a hash table that supports flow insertion, collision …