Related Experiment Video
Updated: Jul 12, 2025
09:43
Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering
Published on: November 22, 2019
6.3K
Mosaic: An Architecture for Scalable & Interoperable Data Views
IEEE Transactions on Visualization and Computer Graphics
|October 26, 2023
Summary
Mosaic is a new architecture for scalable, interactive data visualization. It improves performance by decoupling data processing and optimizing queries for large datasets.
Area of Science:
- Computer Science
- Data Visualization
- Human-Computer Interaction
Background:
- Interactive data visualization systems often face scalability challenges.
- Integrating diverse data sources and interactive components can be complex.
Purpose of the Study:
- To introduce Mosaic, an architecture designed for enhanced scalability, extensibility, and interoperability of interactive data views.
- To demonstrate how Mosaic enables flexible and real-time exploration of large datasets.
Main Methods:
- Mosaic decouples data processing from specification logic using declarative queries.
- A coordinator manages and optimizes queries, proxying access to scalable data stores.
- Generalizes Vega-Lite's selection abstraction for cross-component linking.
Main Results:
- Mosaic achieves order-of-magnitude performance improvements over existing web-based visualization systems.
- Enables real-time visual exploration of datasets with billions of records.
- Demonstrates expressiveness and interoperability through diverse examples and vgplot integration.
Conclusions:
- Mosaic offers a scalable and extensible platform for interactive data visualization.
- It bridges visualization languages, scalable visualization techniques, and interactive data systems.
- Potential for broader applications in interactive data exploration and analysis.
More Related Videos
Related Concept Videos
01:18Composite Masonry Walls
1.2K
Composite masonry walls combine multiple wythes of the same or different masonry materials to create a unified structure. These walls feature wythes that are bonded together either through mortar-filled collar joints, grouted spaces, or more commonly, with rigid metal ties and reinforcements, with the use of masonry header units being rare. Metal ties are preferred because they effectively minimize water penetration, as these walls primarily absorb moisture and then release it into the...
1.2K
01:20Masonry Curtain Walls
1.1K
Masonry curtain walls employ brick or stone veneers supported by the building's structure to form an external cladding system that is both aesthetically appealing and functional. These walls are erected through two principal techniques, first by traditional layering of masonry units and second by using prefabricated panels. Traditional construction relies on steel shelf angles attached to the spandrel beam for support, with high-bond mortars ensuring secure attachment of masonry veneer...
1.1K
01:28Masonry
482
Masonry, known for its strength, durability, and aesthetic versatility, encompasses construction with solid stone or man-made units like bricks, clay tiles, terra cotta, and concrete blocks, combined to form structures like walls, floors, and arches. These units are placed in a systematic fashion, known as coursing, and are bound together using mortar—a mixture typically made of water, cement, and sand.
The process of building with masonry is hands-on and can be executed with basic tools....
The process of building with masonry is hands-on and can be executed with basic tools....
482
01:13Design Example: Dimensioning of Concrete Masonry Construction
101
For the construction of a storeroom using concrete masonry units, it's essential to align the dimensions of the structure with the actual sizes of the blocks and the intended mortar joints. On the site in question, there's a stockpile of concrete masonry blocks with a nominal size of eight by eight by sixteen inches, which are to be used in the construction of the storeroom.
The site engineer has laid out a plan for the storeroom with external dimensions of twelve feet in length and...
The site engineer has laid out a plan for the storeroom with external dimensions of twelve feet in length and...
101
01:12Maximum Size of Aggregate
139
The maximum size of aggregate is defined as the aperture of the sieve retaining 15 percent or more of the particles present in the aggregate sample. The aggregate's maximum size impacts the concrete's water requirement, workability, and strength. Larger aggregates reduce the surface area needing cement paste coverage, which can lower water needs, thereby allowing a decrease in the water-to-cement ratio when the desired workability and richness of the mix are to be maintained, which can...
139
01:21Masonry Paving
257
The construction of masonry paving involves using materials such as bricks, stones, and concrete masonry units. These materials are chosen for their shape, color, strength, and resistance to abrasion and weathering. Masonry units can be installed dry on a thin layer of sand and a gravel base, or they can be embedded in mortar or asphalt on a concrete slab. For areas subjected to heavy vehicular loads, a rigid base layer of reinforced or unreinforced concrete is recommended. In contrast,...
257