terminology - Coarse-grained vs fine-grained - Stack Overflow

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Coarse-grained: A few ojects hold a lot of related data that's why services have broader scope in functionality. Example: A single "Account" object holds the customer name, address, account balance, opening date, last change date, etc. Thus: Increased design complexity, smaller number of cells to various operations Fine-grained: More objects each holding less data that's why services have more ...
Granularity: Coarse-Grained vs. Fine-Grained - Baeldung
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So, we’ll compare coarse-grained and fine-grained concepts in a systematic summary. 2. Coarse Granularity. We can see coarse-grained entities as a small collection of components (or even a monolithic entity) executing high-level operations or representing complex elements. But, granularity is a dynamic concept: the scenario defines which is ...
Fine Grained vs Coarse Grained Architecture: System Design
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Fine-grained architecture emphasizes breaking down the system into smaller, more specialized components, while coarse-grained architecture focuses on larger, encompassing modules. This difference affects how components interact and how the system as a whole performs. Consider a highly complex system that requires frequent updates and modifications.
Granularity - Wikipedia
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Precision and ambiguity. Coarse-grained materials or systems have fewer, larger discrete components than fine-grained materials or systems.. A coarse-grained description of a system regards large subcomponents.; A fine-grained description regards smaller components of which the larger ones are composed.; The concepts granularity, coarseness, and fineness are relative; and are used when ...
Coarse-Grained vs Fine-Grained Authorization: Which to Use?
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The former is called “coarse-grained,” while the latter is called “fine-grained”. Both have specific use cases, pros, and potential cons. Coarse-grained authorization (CGA) uses one attribute (like user roles), making access control simple for smaller setups. Fine-grained authorization (FGA) uses a combination of detailed attributes ...
Fine-Grained vs. Coarse-Grained Segmentation - Educative
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Most of our examples thus far have focused on systems with just a few segments (i.e., code, stack, heap); we can think of this segmentation as coarse-grained, as it chops up the address space into relatively large, coarse chunks.However, some early systems (e.g., Multics 1. “Introduction and Overview of the Multics System” by F. J. Corbato, V. A. Vyssotsky.
Coarse-Grained vs. Fine-Grained Authorization - Styra
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In this article, we present an overview of fine-grained and coarse-grained authorization methods. Key takeaways include: Coarse-grained authorization is suited for broader forms of access controls, such as those focused on roles. Fine-grained authorization enables the higher level of specificity that is often required to secure more complex and ...
Fine-grained APIs vs. coarse-grained APIs | Horizontal Digital Blog
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In a coarse-grained API, your data is typically housed in a few large components, while a fine-grained API spreads it across a large number of smaller components. If your components are equal in size, but vary in complexity and features, this could lead to a coarse-grained granularity. To build a fine-grained API, you divide your components ...
Granularity (parallel computing) - Wikipedia
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Medium-grained parallelism is a compromise between fine-grained and coarse-grained parallelism, where we have task size and communication time greater than fine-grained parallelism and lower than coarse-grained parallelism. Most general-purpose parallel computers fall in this category.
Coarse-grained Vs. Fine-grained Access Control UK - Okta
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Both coarse- and fine-grained access control have strengths and weaknesses. In a nutshell, coarse-grained access control benefits: Smaller companies. Workgroups with simple structures. Cases where the number of roles you need to define is relatively few. Fine-grained access control suits larger, more complex structures.
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Which is Faster, Fine-grained or Coarse-grained? - Stack Overflow
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Generally speaking, fine-grained locking can lead to a more scalable implementation if the access pattern tends to hit different locks. If that's not the case most of the time, then a coarse-grained version might perform as good or slightly better because a single lock can be held throughout the operation rather than having to acquire different locks with most of them leading to lock ...
Fine-Grained vs. Coarse-Grained Access Control - Privacera
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Fine-grained authorization can also control the level of data available for access. For example, it can grant access to the column or row level. Or, in the case of file systems, it can block certain files or folders from specific users. Pros and Cons. The biggest draw of fine-grained vs. coarse-grained access is the level of control it gives.
convolutional neural networks - What do the words "coarse" and "fine ...
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The most prominent example of this is the cifar dataset which has two versions: a coarse one that has 10 classes and a fine one that has 100 classes, which are all subclasses of the coarse classes. For example a coarse class is fish , while the fine ones are aquarium fish , flatfish , ray , shark , trout , etc.
Coarse-Grained vs. Fine-Grained Authorization - PlainID
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Fine-grained Authorization supports policies that enable decisions about access to both the data level and the field level, in addition to functionality whereas coarse-grained solutions only relate to functionality . We saw that in the examples of the CSRs and managers above -- granting rights to certain CSRs to see balance data can be done by ...
Coarse-Grained vs. Fine-Grained Authorization - Rublon
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January 23, 2024 By Rublon Authors. The main difference between coarse-grained authorization and fine-grained authorization is that coarse-grained authorization is a type of access control that grants or denies access based on broad criteria, such as roles or groups, while fine-grained authorization is a type of access control that grants or ...
Fine-Grained vs. Coarse-Grained Access Control Explained
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Organizations have two general ways to determine someone’s access rights once past initial authentication: Coarse-grained access control (CGAC), which relies on a single factor, and fine-grained access control (FGAC), which relies on multiple factors. Traditionally, CGAC has been the easier option, while FGAC offers superior security at the ...
Difference between Fine-Grained and Coarse-Grained SIMD Architecture
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Coarse-Grained SIMD. 1. Fine Grain SIMD have less computation time then the coarse grain architecture. Coarse Grain SIMD have more computation time then the Fine grain architecture. 2. Here, programs are broken into large number of small tasks. Here, programs are broken into small number of large task. 3.
Fine grained transformation vs coarse grained transformations
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20. A fine grained update would be an update to one record in a database whereas coarse grained is generally functional operators (like used in spark) for example map, reduce, flatMap, join. Spark's model takes advantage of this because once it saves your small DAG of operations (small compared to the data you are processing) it can use that to ...
Fine-grained recognition: Multi-granularity labels and category ...
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As shown in Fig. 1, the traditional fine-grained recognition task is to classify Northern Fulmar (NF), Sooty Albatross (SA) and Black Footed Albatross (BFA). Among them, SA and BFA are very similar, the key factor to differentiating them is the ‘foot’. NF is not similar to either, and the key factor is the ‘torso’.
What do spaCy's part-of-speech and dependency tags mean?
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You thus have a choice between using a coarse-grained tag set that is consistent across languages (.pos), or a fine-grained tag set (.tag) that is specific to a particular treebank, and hence a particular language..pos_ tag list. The docs list the following coarse-grained tags used for the pos and pos_ attributes:

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