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Rakesh Kumar 0016

dblp:98/4371-16 · DBLP profile ↗
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2ranked-venue papers
1as first author
1since 2021 · last 2021
—ORCID · conflict

Domains — the database's venue-derived domains; a paper can count in several

Computer networks · 1 · 1 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer networks
2 papers
Software-defined and programmable networks · 52% Network management and operations · 43% Network optimization and economics · 6%
Computer architecture, parallel and distributed computing, and storage systems
1 paper
Embedded and real-time systems · 100%

Topics — the 3 heaviest of 5, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Network management and operations › network robustness
fault tolerance
0.512021
Safety Critical Networks using Commodity SDNs · INFOCOM 2021
Embedded and real-time systems › real-time communication
end-to-end delay guarantee
0.312017
End-to-End Network Delay Guarantees for Real-Time Systems Using SDN · RTSS 2017
Network management and operations
network configuration
0.112021
Safety Critical Networks using Commodity SDNs · INFOCOM 2021

Methods — techniques the papers use, named apart from their topics

multi-constraint optimization · 0.6heuristic algorithm · 0.6openflow · 0.5
YearPublicationVenuePosition
2021 Safety Critical Networks using Commodity SDNs
abstract
Safety-critical networks often have stringent real-time requirements; they must also be resilient to failures. In this paper, we propose the RealFlow framework that uses commodity software-defined networks (SDNs) to realize networks with end-to-end timing guarantees, while also: (a) increasing resiliency against link/switch failures and (b) increasing network utilization. The use of SDNs in this space also improves the management capabilities of the system due to the global visibility into the network. RealFlow is implemented as a northbound SDN controller application compatible with standard OpenFlow protocols with little to no runtime overheads. We demonstrate feasibility on a real hardware testbed (Pica8 SDN switches+Raspberry Pi endhosts) and a practical avionics case study. Our evaluations show that RealFlow can accommodate 63% more network flows with safety-critical guarantees when compared to current designs and up to 18% when link resiliency (via backup paths) is also considered.
Ashish Kashinath, Monowar Hasan, Rakesh Kumar 0016, Sibin Mohan, Rakesh Bobba, Smruti Padhy
INFOCOM3
2017 End-to-End Network Delay Guarantees for Real-Time Systems Using SDN
abstract
Real-time systems (RTS) require end-to-end delay guarantees for the delivery of network packets. In this paper, we propose a framework to reduce the management and integration overheads for such real-time (RT) network flows by leveraging the capabilities of software-defined networking (SDN) - capabilities that include global visibility and management of the network. Given the specifications of flows that must meet hard real-time requirements, our framework synthesizes paths through the network. To guarantee that these flows meet both, their bandwidth and end-to-end timing requirements, our framework solves a multi-constraint optimization problem using a heuristic algorithm. We use exhaustive emulations and experiments on hardware switches to demonstrate our techniques and feasibility of our approach. As a result of this work, SDNs become “delay-aware” and thus can be adapted for use in safety-critical and other delay-sensitive applications.
Rakesh Kumar 0016, Monowar Hasan, Smruti Padhy, Konstantin Evchenko, Lavanya Piramanayagam, Sibin Mohan, Rakesh Bobba
RTSS1