Comparison of lossless data compression techniques

A Gopinath, M Ravisankar - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
The transmission of humongous data from the monitoring field to the central unit for further
processing is a highly challenging task for the hardware, especially when the …

Lossless data compression algorithm to save energy in wireless sensor network

TL Le, MH Vo - 2018 4th International Conference on Green …, 2018 - ieeexplore.ieee.org
In the Internet of Things system, including wireless sensor networks, energy savings are a
matter of prime concern today. While electronic devices as well as software have been …

Compression techniques used in iot: A comparitive study

S Hamdan, A Awaian, S Almajali - 2019 2nd International …, 2019 - ieeexplore.ieee.org
Due to the improvement of technology, most of the devices used nowadays are connected to
the internet, therefore a huge amount of data is generated, transmitted, and used by these …

Fulfilling the promises of lossy compression for scientific applications

F Cappello, S Di, AM Gok - … Discoveries Through the Convergence of HPC …, 2020 - Springer
Many scientific simulations, machine/deep learning applications and instruments are in
need of significant data reduction. Error-bounded lossy compression has been identified as …

Lossless compression techniques in edge computing for mission-critical applications in the IoT

TN Gia, L Qingqing, JP Queralta… - 2019 Twelfth …, 2019 - ieeexplore.ieee.org
The need of data compression at smart Edge/Fog-based gateways is undeniable as data
compression can significantly reduce the amount of data that has to be transmitted over a …

Data reduction based on compression technique for big data in IoT

SA Abdulzahra, AKM Al-Qurabat… - … on emerging smart …, 2020 - ieeexplore.ieee.org
The data transmitting is very costly in the IoT sensor nodes and it wastes most of the energy.
There are many techniques and concepts concerned with save of energy, mostly dedicated …

Lossy data compression for iot sensors: A review

JDA Correa, ASR Pinto, C Montez - Internet of Things, 2022 - Elsevier
Abstract Internet of Things (IoT) can be considered a suitable platform for industrial
applications, enabling large systems that connect a huge number of intelligent sensors and …

Performance analysis of data compression algorithms for heterogeneous architecture through parallel approach

FS Mahammad, VM Viswanatham - The Journal of Supercomputing, 2020 - Springer
Today, there is a huge demand for data compression due to the need to reduce the
transmission time and increase the capacity of data storage. Data compression is a …

A data compression and storage optimization framework for iot sensor data in cloud storage

K Hossain, S Roy - 2018 21st International Conference of …, 2018 - ieeexplore.ieee.org
The paper presents a multi-layered data compression framework that reduces the amount of
data before being stored in cloud. At present, Internet of Things (IoT) has gained noticeable …

RAKE: A simple and efficient lossless compression algorithm for the internet of things

G Campobello, A Segreto, S Zanafi… - 2017 25th European …, 2017 - ieeexplore.ieee.org
In this paper we propose a new lossless compression algorithm suitable for Internet of
Things (IoT). The proposed algorithm, named RAKE, is based only on elementary counting …