Akhilendra Pratap Singh

Dr. Akhilendra Pratap Singh

orcid

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 August 2021 in IEEE Transactions on Industrial Informatics
Verified
Journal Article
Closed access
ASAkhilendra Pratap Singh
Akhilendra Pratap Singh
NPNIHAR RANJAN PRADHAN
NIHAR RANJAN PRADHAN
ALAshish kr. Luhach
Ashish kr. Luhach
SAShivanshu Agnihotri
Shivanshu Agnihotri
Noor Zaman JhanjhiNoor Zaman Jhanjhi
Noor Zaman Jhanjhi
DRDiptendu Sinha Roy
Diptendu Sinha Roy
With the proliferation of Information and Communication Technology (ICT) in every walks of the society, including healthcare services; digitization and increased sophistication have been gaining pace. With increased patient volumes recording and management of patients data digital healthcare alternatives, particularly, Electronic Healthcare Record (EHR) has gained prominence. However, traditional EHR based systems are plagued by data loss risks, security and immutability consensus over health records, gapped communication among constituted hospitals, inefficient clinical data retrieval systems among others. Blockchain has been developed as a decentralized technology that holds the promise to address the aforesaid facilities in EHR based systems. This paper presents a patient-centric design of a decentralized healthcare management system with blockchain based EHR using javascript based Smart Contracts. A working prototype based on hyperledger fabric and composer technology has also been implemented that guarantees the security of proposed model. Experiments with the hyperledger caliper benchmarking tool provides performance of metrics such as latency, throughput, resource utilization and so on under varied scenarios and control parameters and the results affirm the efficacy of the proposed approach.

25 August 2022 in Scientific Reports
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Journal Article
Open access
PDF file
NPNIHAR RANJAN PRADHAN
NIHAR RANJAN PRADHAN
ASAkhilendra Pratap Singh
Akhilendra Pratap Singh
SVSahil Verma
Sahil Verma
K.Kavita .
Kavita .
MWMarcin Woźniak
Marcin Woźniak
MIMuhammad Fazal Ijaz
Muhammad Fazal Ijaz
With the electric power grid experiencing a rapid shift to the smart grid paradigm over a deregulated energy market, Internet of Things (IoT) based solutions are gaining prominence and innovative Peer To Peer (P2P) energy trading at micro-level are being deployed. Such advancement, however leave traditional security models vulnerable and pave the path for Blockchain, an Distributed Ledger Technology (DLT) with its decentralized, open and transparency characteristics as a viable alternative. However, due to deregulation in energy trading markets, massive volumes of micro transactions are required to be supported, which become a performance bottleneck with existing Blockchain solution such as Hyperledger, Ethereum and so on. In this paper, a lightweight ’Tangle’ based framework, namely IOTA (Third generation DLT) is employed for designing an energy trading market that uses Directed Acyclic Graph (DAG) based solution that not only alleviates the reward overhead for micro-transactions but also provides scalability, quantum-proof, and high throughput of such transactions at low confirmation latency. Furthermore the Masked Authentication Messaging (MAM) protocol is used over the IOTA P2P energy trading framework that allows energy producer and consumer to share the data while maintaining the confidentiality, and facilitates the data accessibility. The Raspberry Pi 3 board along with voltage sensor (INA219) used for the setting up light node and publishing and fetching data from the Tangle. The results of the obtained benchmarking indicate low confirmation latency, high throughput, system with Hyperledger Fabric and Ethereum. Moreover, the effect of transaction rate decreases when the IOTA bundle size increases more than 10. For bundle size 5 and 10 it behaves absolutely better than any other platform. The speedy confirmation time of transactions in IOTA, is most suitable for peer to peer energy trading scenarios. This study serves as a guideline for deploying, end-to-end transaction with IOTA Distributed Ledger Technology (DLT) and improving the performance of Blockchain in the energy sector under various operating conditions.

30 April 2022 in Sensors
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Journal Article
Open access
PDF file
NPNIHAR RANJAN PRADHAN
NIHAR RANJAN PRADHAN
ASAkhilendra Pratap Singh
Akhilendra Pratap Singh
SVSahil Verma
Sahil Verma
K.Kavita .
Kavita .
NKNavneet Kaur
Navneet Kaur
MIMuhammad Fazal Ijaz
Muhammad Fazal Ijaz
As a result of the proliferation of digital and network technologies in all facets of modern society, including the healthcare systems, the widespread adoption of Electronic Healthcare Records (EHRs) has become the norm. At the same time, Blockchain has been widely accepted as a potent solution for addressing security issues in any untrusted, distributed, decentralized application and has thus seen a slew of works on Blockchain-enabled EHRs. However, most such prototypes ignore the performance aspects of proposed designs. In this paper, a prototype for a Blockchain-based EHR has been presented that employs smart contracts with Hyperledger Fabric 2.0, which also provides a unified performance analysis with Hyperledger Caliper 0.4.2. The additional contribution of this paper lies in the use of a multi-hosted testbed for the performance analysis in addition to far more realistic Gossip-based traffic scenario analysis with Tcpdump tools. Moreover, the prototype is tested for performance with superior transaction ordering schemes such as Kafka and RAFT, unlike other literature that mostly uses SOLO for the purpose, which accounts for superior fault tolerance. All of these additional unique features make the performance evaluation presented herein much more realistic and hence adds hugely to the credibility of the results obtained. The proposed framework within the multi-host instances continues to behave more successfully with high throughput, low latency, and low utilization of resources for opening, querying, and transferring transactions into a healthcare Blockchain network. The results obtained in various rounds of evaluation demonstrate the superiority of the proposed framework.

11 June 2024 in International Journal of Information Technology
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Journal Article
Closed access
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NBNaliniprava Behera
Naliniprava Behera
ASAkhilendra Pratap Singh
Akhilendra Pratap Singh
JRJitendra Kumar Rout
Jitendra Kumar Rout
BBBunil Balabantaray
Bunil Balabantaray

6 January 2023 in Sensors
Verified
Journal Article
Open access
PDF file
NPNIHAR RANJAN PRADHAN
NIHAR RANJAN PRADHAN
ASAkhilendra Pratap Singh
Akhilendra Pratap Singh
SSS.V Sudha
S.V Sudha
KRK. Hemant Kumar REDDY
K. Hemant Kumar REDDY
DRDiptendu Sinha Roy
Diptendu Sinha Roy
With the electric power grid experiencing a rapid shift to the smart grid paradigm over a deregulated energy market, Internet of Things (IoT)-based solutions are gaining prominence, and innovative peer-to-peer (P2P) energy trading at a micro level is being deployed. Such advancement, however, leaves traditional security models vulnerable and paves the path for blockchain, a distributed ledger technology (DLT), with its decentralized, open, and transparency characteristics as a viable alternative. However, due to deregulation in energy trading markets, most of the prototype resilience regarding cybersecurity attack, performance and scalability of transaction broadcasting, and its direct impact on overall performances and attacks are required to be supported, which becomes a performance bottleneck with existing blockchain solutions such as Hyperledger, Ethereum, and so on. In this paper, we design a novel permissioned Corda framework for P2P energy trading peers that not only mitigates a new class of cyberattacks, i.e., delay trading (or discard), but also disseminates the transactions in a optimized propagation time, resulting in a fair transaction distribution. Sharing transactions in a permissioned R3 Corda blockchain framework is handled by the Advanced Message Queuing Protocol (AMQP) and transport layer security (TLS). The unique contribution of this paper lies in the use of an optimized CPU and JVM heap memory scenario analysis with P2P metric in addition to a far more realistic multihosted testbed for the performance analysis. The average latencies measured are 22 ms and 51 ms for sending and receiving messages. We compare the throughput by varying different types of flow such as energy request, request + pay, transfer, multiple notary, sender, receiver, and single notary. In the proposed framework, request is an energy asset that is based on payment state and contract in the P2P energy trading module, so in request flow, only one node with no notary appears on the vault of the node.Energy request + pay flow interaction deals with two nodes, such as producer and consumer, to deal with request and transfer of asset ownership with the help of a notary. Request + repeated pay flow request, on node A and repeatedly transfers a fraction of energy asset state to another node, B, through a notary.

22 November 2024 in IEEE Internet of Things Journal
Verified
Journal Article
Closed access
MNMadhusudan Naik
Madhusudan Naik
ASAkhilendra Pratap Singh
Akhilendra Pratap Singh
NPNIHAR RANJAN PRADHAN
NIHAR RANJAN PRADHAN
Abdullah M. AlmuhaidebAbdullah M. Almuhaideb
Abdullah M. Almuhaideb
Neeraj KumarNeeraj Kumar
Neeraj Kumar
Electric Vehicle (EV) Charging Stations (CSs) are increasingly prevalent due to the growing adoption of renewable energy. Solar CSs’ main difficulties are energy efficiency, security, traceability, and sustainability. This paper presents a novel blockchain-enabled EV charging framework that addresses these challenges using the Ethereum Virtual Machine (EVM), the Metamask wallet, and smart contracts. This paper introduces solarcoins, a digital currency for trading solar energy, which reduces human intervention while fostering trust, transparency, and privacy among EV users. The proposed solution ensures secure communication between CS operators and EV users, enhancing both security and traceability. The proposed solution ensures secure communication between CS operators and EV users, enhancing both security and traceability. To quantify the sustainability and efficiency of the proposed system, the framework performances are tested and evaluated by varying numbers and types (Read, Write, Transfer) of transactions using Hyperledger caliper and Go Ethereum. The overhaul Performance metrics were measured under varied transaction rates and control parameters by varying the number of validator nodes (1 node to 5 nodes), such as transaction latency, throughput, resource utilization, and so on. The performance of three major functions–open, query, and transfer–was recorded and analyzed. The results show that the query transaction is faster than open and transfer and the latency increases linearly with increased transaction rate. At 1000 TPS, the open function has a latency of 260.22s, whereas the query function has a latency of 104.12s and the transfer function has a latency of 345.73s. The Average memory usage for 1node-clique is 1224.0 MB, while it is 76.8 MB for 5node-clique. Results reveal that with an increase in the number of cliques (Validator CSs), memory utilization decreased linearly. This happens because all framework transactions are distributed across each EV CS network. The Smart Contracts deployment and operational costs were measured. Complexity analysis reveals that functions such as getStation, getUser, getStationState, etc. exhibit constant time complexity O(1), while the registerUser and addStation functions have linear space and time complexity O(n).