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Rajath Shashidhara

Publications and source records attributed to Rajath Shashidhara.

3 recordsLinked to original sources

Presto: A Match-Action TCP Stack for the Terabit Era

We present Presto, the first TCP stack that delivers ASIC-class performance and energy efficiency on programmable Reconfigurable Match-Action Table (RMT) pipelines, providing flexibility while retaining standard TCP semantics and POSIX socket compatibility. The key challenge in designing Presto is reconciling TCP's complex, dependent state updates with RMT's unidirectional, lock-step execution model. To overcome this challenge, Presto introduces three novel techniques: optimistic concurrency (speculative updates validated downstream), pseudo-segment injection (circular dependency resolution without stalls), and bump-in-the-wire processing (single-pass segment handling). Together, these enable TCP retransmission, reassembly, flow, and congestion control, as a pipeline of simple match-action operations. Our Intel Tofino 2 prototype demonstrates Presto's scalability to terabit speeds, flexibility, and robustness to network dynamics. Presto matches RDMA performance and efficiency for both RPC and streaming workloads (including NVMe-oF with SPDK), while maintaining TCP/POSIX compatibility. Presto saves up to 16 host CPU cores versus state-of-the-art kernel-bypass TCP, while achieving 5$\times$ lower 99.99p tail latency and 2$\times$ better throughput-per-watt for key-value stores. At scale, Presto drives nearly $1$ Bpps at 20 $μ$s RPC tail latency. Unlike fixed-function offloads, Presto supports transport evolution through in-data-path extensions (selective ACKs, congestion control variants, application co-design for shared logs). Finally, Presto generalizes to FPGA SmartNICs, outperforming Tonic's monolithic design by $3\times$ under equal timing.

cs.NI

FlexTOE: Flexible TCP Offload with Fine-Grained Parallelism

FlexTOE is a flexible, yet high-performance TCP offload engine (TOE) to SmartNICs. FlexTOE eliminates almost all host data-path TCP processing and is fully customizable. FlexTOE interoperates well with other TCP stacks, is robust under adverse network conditions, and supports POSIX sockets. FlexTOE focuses on data-path offload of established connections, avoiding complex control logic and packet buffering in the NIC. FlexTOE leverages fine-grained parallelization of the TCP data-path and segment reordering for high performance on wimpy SmartNIC architectures, while remaining flexible via a modular design. We compare FlexTOE on an Agilio-CX40 to host TCP stacks Linux and TAS, and to the Chelsio Terminator TOE. We find that Memcached scales up to 38% better on FlexTOE versus TAS, while saving up to 81% host CPU cycles versus Chelsio. FlexTOE provides competitive performance for RPCs, even with wimpy SmartNICs. FlexTOE cuts 99.99th-percentile RPC RTT by 3.2$\times$ and 50% versus Chelsio and TAS, respectively. FlexTOE's data-path parallelism generalizes across hardware architectures, improving single connection RPC throughput up to 2.4$\times$ on x86 and 4$\times$ on BlueField. FlexTOE supports C and XDP programs written in eBPF. It allows us to implement popular data center transport features, such as TCP tracing, packet filtering and capture, VLAN stripping, flow classification, firewalling, and connection splicing.

cs.NI

Phase transition in a Aubry-Andre system with rapidly oscillating magnetic field

We investigate a variant of the Aubry-André-Harper (AAH) model corresponding to a bosonic optical lattice of ultra cold atoms under an effective oscillatory magnetic field. In the limit of high frequency oscillation, the system maybe approximated by an effective time independent Hamiltonian. We have studied localization/delocalization transition exhibited by the effective Hamiltonian. The effective Hamiltonian is found to retain the tight binding tri-diagonal form in position space. In a striking contrast to the usual AAH model, this non-dual system shows an energy dependent mobility edge - a feature which is usually reminiscent of Hamiltonians with beyond the nearest neighbour hoppings in real space. Finally, we discuss possibilities of experimentally realizing this system in optical lattices.

quant-ph