Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Storage01:23

Storage

153
A schema is a mental framework that helps individuals organize and interpret information. Schemata, formed from previous experiences, influence how we process new information: how we encode it, the inferences we make, and how we retrieve it. For instance, a schema for what a typical classroom looks like might include desks, a teacher's desk, a whiteboard, and students in such an environment. This expectation helps us quickly understand and navigate new classrooms without needing to analyze...
153
Column Efficiency: Rate Theory01:12

Column Efficiency: Rate Theory

576
The rate theory of chromatography provides quantitative insight into the shapes and widths of elution bands. These bands are based on the random-walk mechanism governing molecular migration within a column. The Gaussian profile of chromatographic bands arises from the cumulative effect of random molecular motions as they progress through the column.
During elution, a solute molecule experiences numerous transitions between stationary and mobile phases, exhibiting irregular residence times in...
576
Chunking and Rehearsal in Sensory Memory01:22

Chunking and Rehearsal in Sensory Memory

323
Improving short-term memory can be achieved through techniques like chunking and rehearsal. Chunking involves organizing information into larger, more manageable units. This technique is particularly useful for information that exceeds the typical memory span of between five and nine items. For instance, logging into an online account with a password like "ta89vq0179gz" involves grouping letters and numbers into three chunks—ta89, vq01, and 79gz. It makes large amounts of...
323
Impact of Schemas01:30

Impact of Schemas

25
Schemas are cognitive structures that provide a framework for interpreting and organizing social information. They help individuals navigate complex environments by offering expectations about people, events, and behaviors. Schemas influence attention, encoding, and retrieval processes, thereby shaping the entire trajectory of information processing in social contexts.Attention and Cognitive LoadDuring initial attention, schemas function as filters that prioritize schema-consistent information,...
25
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

117
Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
117
Censoring Survival Data01:09

Censoring Survival Data

274
Survival analysis is a statistical method used to analyze time-to-event data, often employed in fields such as medicine, engineering, and social sciences. One of the key challenges in survival analysis is dealing with incomplete data, a phenomenon known as "censoring." Censoring occurs when the event of interest (such as death, relapse, or system failure) has not occurred for some individuals by the end of the study period or is otherwise unobservable, and it might have many different...
274

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Oxidative Stress, Energy Metabolism Disorder, Mitochondrial Damage, and miR-144 Participated in Molecular Mechanisms of 4-Octylphenol-Caused Cardiac Autophagic Damage in Common Carps (<i>Cyprinus carpio</i> L.).

Metabolites·2025
Same author

Se Alleviated Pb-Caused Neurotoxicity in Chickens: <i>SPS2</i>-<i>GPx1</i>-GSH-<i>IL-2</i>/<i>IL-17</i>-NO Pathway, Selenoprotein Suppression, Oxidative Stress, and Inflammatory Injury.

Antioxidants (Basel, Switzerland)·2024
Same author

Regulation of transcriptome networks that mediate ginsenoside biosynthesis by essential ecological factors.

PloS one·2023
Same author

The potential acute and chronic toxicity of cyfluthrin on the soil model organism, Eisenia fetida.

Ecotoxicology and environmental safety·2017
Same author

Ameliorative effect of vitamin E on hepatic oxidative stress and hypoimmunity induced by high-fat diet in turbot (Scophthalmus maximus).

Fish & shellfish immunology·2017
Same author

Percutaneous Vascular Interventions Versus Bypass Surgeries in Patients With Critical Limb Ischemia: A Comprehensive Meta-analysis.

Annals of surgery·2017
Same journal

Invaders taking over-Mollusc faunal change in volcanic barrier lakes of the Albertine Rift biodiversity hotspot.

PloS one·2026
Same journal

AI-driven molecular diversification and ligand-based optimization of macitentan derivatives targeting VEGFR1 and endothelin signaling pathways.

PloS one·2026
Same journal

Performance patterns and records in the world aquatics masters championships: Where do the most frequently represented nations among the top-ten masters swimmers come from?

PloS one·2026
Same journal

Modeling diurnal Temperature-Rainfall relationships under multicollinearity using PLS-SEM: A case study of Ghana.

PloS one·2026
Same journal

Organizational culture, social capital, and emergency capacity in primary healthcare institutions: A cross-sectional structural equation modeling study comparing ordinary and older communities.

PloS one·2026
Same journal

Impact of kidney function on the metabolome in the general population.

PloS one·2026
See all related articles

Related Experiment Video

Updated: Oct 9, 2025

Quasi-light Storage for Optical Data Packets
07:45

Quasi-light Storage for Optical Data Packets

Published on: February 6, 2014

11.0K

Research on optimization of real-time efficient storage algorithm in data information serialization.

Bin Huang1,2, You Tang1,2

  • 1Electrical and Information Engineering College, JiLin Agricultural Science and Technology University, Jilin, China.

Plos One
|December 16, 2021
PubMed
Summary
This summary is machine-generated.

Protobuf technology offers efficient data serialization for large datasets, overcoming bandwidth limitations. This method ensures data integrity and reduces transfer times, making it ideal for modern internet applications.

More Related Videos

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering
09:43

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering

Published on: November 22, 2019

6.4K
Design and Optimization Strategies of a High-Performance Vented Box
14:23

Design and Optimization Strategies of a High-Performance Vented Box

Published on: June 9, 2023

1.3K

Related Experiment Videos

Last Updated: Oct 9, 2025

Quasi-light Storage for Optical Data Packets
07:45

Quasi-light Storage for Optical Data Packets

Published on: February 6, 2014

11.0K
Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering
09:43

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering

Published on: November 22, 2019

6.4K
Design and Optimization Strategies of a High-Performance Vented Box
14:23

Design and Optimization Strategies of a High-Performance Vented Box

Published on: June 9, 2023

1.3K

Area of Science:

  • Computer Science
  • Data Engineering

Background:

  • Internet technology advancements increase data volume and complexity.
  • Network bandwidth limitations cause data transfer delays and fragmentation.
  • Traditional data storage methods suffer from poor integrity and serialization efficiency.

Purpose of the Study:

  • To investigate Protobuf technology for efficient data storage information serialization.
  • To address issues of data integrity, efficiency, and serialization in data storage.
  • To evaluate Protobuf's suitability for JSON data serialization under bandwidth constraints.

Main Methods:

  • Utilized Protobuf for data storage information serialization.
  • Employed the serpentine gap method for sequence node allocation and dynamic state balancing.
  • Analyzed grammatical structure and semantics of target data to establish correspondences.
  • Designed a comparative experiment serializing JSON data using HDVM, Redis, and Protobuf.

Main Results:

  • Protobuf demonstrated the shortest processing time compared to HDVM and Redis.
  • Protobuf serialization maintained data integrity without adverse effects.
  • Protobuf serialization achieved high space utilization and fast conversion times.
  • Comparative analysis confirmed Protobuf's advantages in correctness and integrity.

Conclusions:

  • Protobuf is highly suitable for serializing JSON data, especially under limited bandwidth conditions.
  • The Protobuf serialization method offers significant improvements in efficiency and data integrity.
  • This approach effectively mitigates data transfer delays and fragmentation issues.