S
Saikat Mukherjee
Researcher at Hewlett-Packard
Publications - 7
Citations - 290
Saikat Mukherjee is an academic researcher from Hewlett-Packard. The author has contributed to research in topics: Workload & Computer science. The author has an hindex of 4, co-authored 7 publications receiving 71 citations.
Papers
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Journal ArticleDOI
Swarm Learning for decentralized and confidential clinical machine learning.
Stefanie Warnat-Herresthal,Hartmut Schultze,K. Shastry,Sathyanarayanan Manamohan,Saikat Mukherjee,Vishesh Garg,Ravi Sarveswara,Kristian Händler,Peter Pickkers,N. Ahmad Aziz,Sofia Ktena,Florian Tran,Michael Bitzer,Stephan Ossowski,Nicolas Casadei,Christian Herr,Daniel Petersheim,Uta Behrends,Fabian Kern,Tobias Fehlmann,Philipp Schommers,Clara Lehmann,Max Augustin,Jan Rybniker,Janine Altmüller,Neha Mishra,Joana P. Bernardes,Benjamin Krämer,Lorenzo Bonaguro,Jonas Schulte-Schrepping,Elena De Domenico,Christian Siever,Michael Kraut,Milind Desai,Bruno Monnet,Maria Saridaki,Charles Siegel,Anna Drews,Melanie Nuesch-Germano,Heidi Theis,Jan Heyckendorf,Stefan Schreiber,Sarah Kim-Hellmuth,Jacob Nattermann,Dirk Skowasch,Ingo Kurth,Andreas Keller,Andreas Keller,Robert Bals,Peter Nürnberg,Olaf Rieß +50 more
TL;DR: Wang et al. as mentioned in this paper proposed Swarm Learning, a decentralized machine learning approach that unifies edge computing, blockchain-based peer-to-peer networking and coordination while maintaining confidentiality without the need for a central coordinator.
Posted ContentDOI
Swarm Learning as a privacy-preserving machine learning approach for disease classification
Stefanie Warnat-Herresthal,Hartmut Schultze,Krishna Prasad Lingadahalli Shastry,Sathyanarayanan Manamohan,Saikat Mukherjee,Vishesh Garg,Ravi Sarveswara,Kristian Haendler,Peter Pickkers,N. Ahmad Aziz,Sofia Ktena,Christian Siever,Michael Kraut,Milind Desai,Bruno Monet,Maria Saridaki,Charles Siegel,Anna Drews,Melanie Nuesch-Germano,Heidi Theis,Mihai G. Netea,Fabian J. Theis,Anna C. Aschenbrenner,Thomas Ulas,Monique M.B. Breteler,Evangelos J. Giamarellos-Bourboulis,Matthijs Kox,Matthias Becker,Sorin Cheran,Woodacre Michael S,Eng Lim Goh,Joachim L. Schultze,German Covid Omics Initiative +32 more
TL;DR: The Swarm Learning (SL) approach as mentioned in this paper is a decentralized machine learning approach that unifies edge computing, blockchain-based peer-to-peer networking and coordination as well as privacy protection without the need for a central coordinator.
Patent
System and method for update of firmware of a storage array controller in a storage area network
TL;DR: In this article, a system and method for update of firmware of a storage array controller of storage devices in a storage area network is presented. But the authors focus on the I/O workload of the storage device.
Patent
Migration of switch in a storage area network
Vivek Mehrotra,Satish Kumar Mopur,Saikat Mukherjee,Satyaprakash Rao,Vijayan Gunalan Perumal,Sridhar Balachandriah +5 more
TL;DR: In this article, a method, system and computer program product for migrating at least one switch in a storage area network is disclosed, where the migration is done by analyzing the I/O traffic to identify patterns in the IO traffic of the switch; forecasting future IO workload, determining appropriate timing for migration based on the identified patterns and administrator inputs; processing the storage environment network configuration data to identify the storage network physical and logical access paths to the or each selected switch to create a first connectivity map; generating a second connectivity map, and migrating the switch or each switch migration based