84 citations · 223 across the 25 of their papers we have counts for
6 papers · 1 filter
D2R: Dataplane-Only Policy-Compliant Routing Under Failures
Kausik Subramanian, Anubhavnidhi Abhashkumar, Loris D'Antoni +1
In networks today, the data plane handles forwarding---sending a packet to the next device in the path---and the control plane handles routing---deciding the path of the packet in…
Archipelago: A Scalable Low-Latency Serverless Platform
Arjun Singhvi, Kevin Houck, Arjun Balasubramanian +3
The increased use of micro-services to build web applications has spurred the rapid growth of Function-as-a-Service (FaaS) or serverless computing platforms. While FaaS simplifies…
SNF: Serverless Network Functions
Arjun Singhvi, Junaid Khalid, Aditya Akella +1
It is increasingly common to outsource network functions (NFs) to the cloud. However, no cloud providers offer NFs-as-a-Service (NFaaS) that allows users to run custom NFs. Our wor…
Themis: Fair and Efficient GPU Cluster Scheduling
Kshiteej Mahajan, Arjun Balasubramanian, Arjun Singhvi +4
Modern distributed machine learning (ML) training workloads benefit significantly from leveraging GPUs. However, significant contention ensues when multiple such workloads are run…
Network-accelerated Distributed Machine Learning Using MLFabric
Raajay Viswanathan, Aditya Akella
Existing distributed machine learning (DML) systems focus on improving the computational efficiency of distributed learning, whereas communication aspects have received less attent…
Tiramisu: Fast and General Network Verification
Anubhavnidhi Abhashkumar, Aaron Gember-Jacobson, Aditya Akella
Today's distributed network control planes support multiple routing protocols, filtering mechanisms, and route selection policies. These protocols operate at different layers, e.g.…