Load Balancing Strategies for Cloud Computing: A Simulation-Based Study
| Authors | Navneet Kumar Rajpoot, Prabhdeep Singh, Bhaskar Pant |
| Affiliations |
Department of Computer Science & Engineering, Graphic Era Deemed to be University, Dehradun, India |
| Е-mail | navneetrajpootgeu@gmail.com |
| Issue | Volume 15, Year 2023, Number 3 |
| Dates | Received 25 April 2023; revised manuscript received 17 June 2023; published online 30 June 2023 |
| Citation | Navneet Kumar Rajpoot, Prabhdeep Singh, Bhaskar Pant, J. Nano- Electron. Phys. 15 No 3, 03023 (2023) |
| DOI | https://doi.org/10.21272/jnep.15(3).03023 |
| PACS Number(s) | 07.05.Tp |
| Keywords | Ant Colony Optimization, Cloud computing, CloudAnalyst, Load balancing, Nature-inspired algorithm. |
| Annotation |
The CloudAnalyst simulation tool offers various load balancing techniques that can be utilized for efficiently distributing tasks. This research paper explores various load balancing techniques by utilizing the CloudAnalyst simulation tool. The research paper intends to evaluate and contrast the effectiveness of conventional load balancing techniques. While gathering information, the technique entails the simulation of diverse cases with varying parameters, including server capacity, workload, and network latency. The results are compared and contrasted to demonstrate that each technique for load balancing has strengths and weaknesses, and that the most suitable technique should be chosen based on the specific scenario. The Round Robin algorithm is easy to implement but may not be suitable for all scenarios. The Least Connection algorithm is suitable for scenarios where server capacity is not uniform. The IP Hash algorithm is useful for stateful applications, while the Weighted Round Robin algorithm is suitable for scenarios where servers have different capacities. The Least time algorithm is useful for scenarios where processing time is critical. The proposed framework for this research paper is based on nature-inspired load balancing using the CloudAnalyst simulation tool. The framework aims to develop a load balancing algorithm that can adapt to changing workload patterns in real-time. |
|
List of References |
Other articles from this number
1) Synthesis of Silver Nanoparticles Using Response Surface Methodology [03001-1-03001-4]2) Experimental Investigations on Copper-Based Nanoparticles for Energy Storage Applications [03002-1-03002-5]
3) A Broadband Microstrip 1 x 8 Magic-T Power Divider for ISM Band Array Antenna Applications [03003-1-03003-6]
4) Energy Management in Electric Vehicles Using Improved Swarm Optimized Deep Reinforcement Learning Algorithm [03004-1-03004-6]
5) Model of Corncob Biochar Modified Carbon Paste Electrode for Nitrite Detection [03005-1-03005-4]
6) Modelling of Gas Diffusion Layer of Polymer Electrolyte Membrane Fuel Cell: A Computational Approach [03006-1-03006-3]
7) Feeding Methods for a Circular Shaped Multiband Patch Antenna at 5G, X and Ku Band to Quantify their Effects on Antenna Characteristics [03007-1-03007-5]
8) Design and Analysis of Energy Transition in Hybrid Electric Vehicle Power Train Systems [03008-1-03008-5]
9) System for a Solar Power High-Frequency Converter Operation in Electric Vehicle Application [03009-1-03009-5]
10) Design of a Flexible Rectangular Antenna Array with High Gain for RF Energy Harvesting and Wearable Devices [03010-1-03010-6]
11) Ensemble Approach for Capacitance Prediction of Heteroatom Doped Carbon Based Electrode Materials [03011-1-03011-4]
12) A Novel Fractal Patch Antenna Using Defected Ground Structure (DGS) with High Isolation for 5G Applications [03012-1-03012-4]
13) A Super Wideband (26-70 GHz) Microstrip Patch Antenna for 5G Mobile Communication Applications [03013-1-03013-4]
14) Study and Development of a Multi-band Triangular Patch Antenna for 2.45/5.8 GHz WLAN and Wi-Fi Applications [03014-1-03014-5]
15) FSS Integrated High Gain Broadband Antenna [03015-1-03015-5]
16) Premature Breakdown Identification in Photovoltaic Array Fed IGBT-based Voltage Source Converter [03016-1-03016-5]
17) A Compact Square Split-Ring Resonators Band-pass Filter for X Band Applications [03017-1-03017-4]
18) Vehicles Automatic Controller by using the Eye Gaze Sensor Application [03018-1-03018-5]
19) Study of Surface Morphology with Electrical and Optical Properties of GO and rGO [03019-1-03019-4]
20) Synthesis and Characterization of Graphene Based Nanomaterials for Energy Applications [03020-1-03020-5]
21) Comparative Study of the Performance of Different Modulations in FSO Communication over a Turbulent Channel with Pointing Error [03021-1-03021-6]
22) Inverted Matchstick Slotted Rectangular Patch (IMSRP) Antenna for Dual-Band (28/38GHZ) 5G - MM Wave Applications [03022-1-03022-5]
23) Optical Properties of GexSi1 – x Binary Compounds in Silicon [03024-1-03024-4]
24) Sol-gel Synthesis of Titania Nanoparticles for Photonic and Transformer Applications [03025-1-03025-5]
25) Reflection of Macroporous Silicon, Nanowires, and a Two-layer Structure of Silicon with an Effective Medium [03026-1-03026-7]
26) Experimental Study of the Dynamic Behavior of Pulses Emitted by a Linear System of Electromechanical Transducers [03027-1-03027-5]
27) A Wideband Microstrip 1 x 2 Array Antenna Fed by Coupler for Beam Steering Terahertz (THz) Band Applications [03028-1-03028-5]
28) Methods of Experimental Research of Broadband Piezoelectric Transducer for Medical Applications [03029-1-03029-7]
29) Effect of HPHT Sintering on Crystal Structure of NbC and TaC Carbides in PcBN Composites of cBN-NbC-Al and cBN-TaC-Al Systems [03030-1-03030-4]
30) Performance Analysis of Charge-plasma Based Doping less Nanowire Field Effect Transistor [03031-1-03031-3]
31) Design of Parasitic Patch Integrated High Isolation Compact Super Wideband (26 GHz-50 GHz) MIMO Antenna for 5G Applications [03032-1-03032-6]
32) Variation of Various Properties of Spinel Ferrite due to Grain Size, Site Preference of Metal Ion [03033-1-03033-4]
33) Optical Characterization of SnO2 Thin Film Using Variable Angle Spectroscopic Ellipsometry for Solar Cell Applications [03034-1-03034-6]
34) Biodegradable Conductive Nerve Conduits Based on Carbon Apatite-Biopolymer Biomaterials: Synthesis and Properties [03035-1-03035-7]
35) Laser Diffraction on Particles of a Damaged Surface Layer of Piezoceramics [03036-1-03036-7]
