K
Kalapriya Kannan
Researcher at IBM
Publications - 60
Citations - 1852
Kalapriya Kannan is an academic researcher from IBM. The author has contributed to research in topics: Network packet & Cloud computing. The author has an hindex of 17, co-authored 59 publications receiving 1342 citations.
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AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias
Rachel K. E. Bellamy,Kuntal Dey,Michael Hind,Samuel C. Hoffman,Stephanie Houde,Kalapriya Kannan,Pranay Lohia,Jacquelyn A. Martino,Sameep Mehta,Aleksandra Mojsilovic,Seema Nagar,Karthikeyan Natesan Ramamurthy,John T. Richards,Diptikalyan Saha,Prasanna Sattigeri,Moninder Singh,Kush R. Varshney,Yunfeng Zhang +17 more
TL;DR: A new open source Python toolkit for algorithmic fairness, AI Fairness 360 (AIF360), released under an Apache v2.0 license to help facilitate the transition of fairness research algorithms to use in an industrial setting and to provide a common framework for fairness researchers to share and evaluate algorithms.
Journal ArticleDOI
AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias
Rachel K. E. Bellamy,Kuntal Dey,Michael Hind,Samuel C. Hoffman,Stephanie Houde,Kalapriya Kannan,Pranay Lohia,Jacquelyn A. Martino,Shalin Mehta,Aleksandra Mojsilovic,Seema Nagar,K. Natesan Ramamurthy,John T. Richards,Debanjan Saha,Prasanna Sattigeri,Moninder Singh,Kush R. Varshney,Yunfeng Zhang +17 more
TL;DR: A new open-source Python toolkit for algorithmic fairness, AI Fairness 360 (AIF360), released under an Apache v2.0 license, to help facilitate the transition of fairness research algorithms for use in an industrial setting and to provide a common framework for fairness researchers to share and evaluate algorithms.
Book ChapterDOI
Compact TCAM: Flow Entry Compaction in TCAM for Power Aware SDN
TL;DR: This paper proposes Compact TCAM, an approach that reduces the size of the flow entries in TCAM that can be easily implemented using the new SDN framework while optimizing the TCAM space.
Proceedings ArticleDOI
CrossRoads: Seamless VM mobility across data centers through software defined networking
TL;DR: CrossRoads is presented - a network fabric that provides layer agnostic and seamless live and offline VM mobility across multiple data centers and extends the idea of location independence based on pseudo addresses proposed in recent research to work with a control plane overlay of OpenFlow network controllers in various data centers.
Patent
Enabling Co-Existence of Hosts or Virtual Machines with Identical Addresses
TL;DR: In this paper, the authors propose a method for enabling coexistence of multiple machines with identical addresses within a single data center network by assigning a unique pseudo identifier to each machine in the network that can be used for routing a packet to a destination machine.