17 citations · 17 across the 4 of their papers we have counts for
7 papers
A Protocol-Independent Transport Architecture
Kimiya Mohammadtaheri, David Gao, Samuel Zhang +8
The network transport layer is increasingly implemented in the NIC hardware to meet the performance demands of modern workloads, but this has made it difficult to evolve or deploy…
Analyzing Symbolic Properties for DRL Agents in Systems and Networking
Mohammad Zangooei, Jannis Weil, Amr Rizk +2
Deep reinforcement learning (DRL) has shown remarkable performance on complex control problems in systems and networking, including adaptive video streaming, wireless resource mana…
Dynamic SLA-aware Network Slice Monitoring
Niloy Saha, Mina Tahmasbi Arashloo, Nashid Shahriar +1
Next-generation networks increasingly rely on network slices - logical networks tailored to specific application requirements, each with distinct Service-Level Agreements (SLAs). E…
Transport Programs: Specifying The Missing Layer Between Protocols and Stacks
Pedro Mizuno, Kimiya Mohammadtaheri, Linfan Qian +9
Running code has long served two roles in transport protocol design: a medium for protocol development and a precise behavioral specification. Modern stacks increasingly struggle t…
Shesha: Opportunistic In-network Acceleration of Asynchronous Distributed Reinforcement Learning
Nehal Baganal Krishna, Anam Tahir, Firas Khamis +3
Large-scale training for distributed Machine Learning can cause congestion at bottleneck switch ports, leading to model staleness through update losses. This is particularly detrim…
Petr4: Formal Foundations for P4 Data Planes
Ryan Doenges, Mina Tahmasbi Arashloo, Santiago Bautista +7
P4 is a domain-specific language for programming and specifying packet-processing systems. It is based on an elegant design with high-level abstractions like parsers and match-acti…
SNAP: Stateful Network-Wide Abstractions for Packet Processing
Mina Tahmasbi Arashloo, Yaron Koral, Michael Greenberg +2
Early programming languages for software-defined networking (SDN) were built on top of the simple match-action paradigm offered by OpenFlow 1.0. However, emerging hardware and soft…