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Class of sorting algorithms that can handle massive amounts of data
External sorting is a class of sorting algorithms that can handle massive amounts of data. External sorting is required when the data being sorted do not
External_sorting
Algorithm that arranges lists in order
sorted lists. Sorting is also often useful for canonicalizing data and for producing human-readable output. Formally, the output of any sorting algorithm
Sorting_algorithm
Divide and conquer sorting algorithm
1961. It is still a commonly used algorithm for sorting. Overall, it is slightly faster than merge sort and heapsort for randomized data, particularly
Quicksort
Algorithms for processing data too large to fit into a computer's main memory at once
asymptotically optimal. External sorting is sorting in an external memory setting. External sorting can be done via distribution sort, which is similar to
External_memory_algorithm
Divide and conquer sorting algorithm
computer science, merge sort (also commonly spelled as mergesort or merge-sort) is an efficient and general purpose comparison-based sorting algorithm. Most implementations
Merge_sort
Sequence merge algorithm in computer science
merge is also an external sorting algorithm. A 2-way merge, or a binary merge, has been studied extensively due to its key role in merge sort. An example of
K-way_merge_algorithm
internal sort is any data sorting process that takes place entirely within the main memory of a computer. This is possible whenever the data to be sorted is
Internal_sort
Sorting algorithm using the heap data structure
git/tree/lib/sort.c#n205 Linux kernel source Maus, Arne [in Norwegian] (14 May 2014). "Sorting by generating the sorting permutation, and the
Heapsort
queue is external sorting. In an external sort, there are more elements than can be held in the computer's memory. The elements to be sorted are initially
Double-ended_priority_queue
Sorting algorithm
Tournament sort is a variation of heapsort. Tournament replacement selection sorts are used to gather the initial runs for external sorting algorithms
Tournament_sort
Associative array for storing key–value pairs
CRC Press. pp. 2–6. ISBN 0849326494. Lech Banachowski. "Indexes and external sorting". pl:Polsko-Japońska Akademia Technik Komputerowych. Archived from
Hash_table
Type of computer algorithm
primarily used for external sorting, and is more efficient than an ordinary merge sort when there are fewer than eight external working files (such as a
Polyphase_merge_sort
Sorting algorithm
quadratic sorting algorithms (sorting algorithms with a simple average-case of Θ(n2)), selection sort almost always outperforms bubble sort and gnome sort. Insertion
Selection_sort
Computer science data structure
merge many already-sorted input streams into a single sorted output stream. Examples of the need for merging include external sorting and streaming results
Heap_(data_structure)
Computational task of sorting whole numbers
integer sorting is the algorithmic problem of sorting a collection of data values by integer keys. Algorithms designed for integer sorting may also often
Integer_sorting
Algorithm used in relational databases
order. This can be achieved via an explicit sort operation (often an external sort), or by taking advantage of a pre-existing ordering in one or both of
Sort-merge_join
Process of separating populations of cells
obtained after sorting can be used for a variety of applications including research, diagnosis, and therapy. Methods of cell sorting fall into two major
Cell_sorting
Automated sorting of solid products using cameras or lasers
Optical sorting (sometimes called digital sorting) is the automated process of sorting solid products using cameras and/or lasers. Depending on the types
Optical_sorting
I/O-efficient algorithm regardless of cache size
results of these small, solved problems. Like external sorting in the external memory model, cache-oblivious sorting is possible in two variants: funnelsort
Cache-oblivious_algorithm
Philosophical terms
Internalism and externalism are two opposite ways of integrating and explaining various subjects in several areas of philosophy. These include human motivation
Internalism_and_externalism
Comparison-based sorting algorithm
The cache-oblivious distribution sort is a comparison-based sorting algorithm. It is similar to quicksort, but it is a cache-oblivious algorithm, designed
Cache-oblivious distribution sort
Cache-oblivious_distribution_sort
Western-style equestrian sport
sorting with one, two or three riders on the team, but all require sorting the cattle from one pen to the other in the correct order. Ranch sorting and
Ranch_sorting
Efficient sorting algorithm that combines insert and merge operations
Block sort, or block merge sort, is a sorting algorithm combining at least two merge operations with an insertion sort to arrive at O(n log n) (see Big
Block_sort
Algorithm that combines multiple sorted lists into one
various sorting algorithms, most famously merge sort. The merge algorithm plays a critical role in the merge sort algorithm, a comparison-based sorting algorithm
Merge_algorithm
Computer program
the amount of data to be sorted was frequently very large. Because of this, unlike more recent sorting programs, early Sort/Merge programs placed great
Mainframe_sort_merge
Sorting algorithm
comparison-based sorting algorithm. It is similar to mergesort, but it is a cache-oblivious algorithm, designed for a setting where the number of elements to sort is
Funnelsort
Concept in philosophy
Sortal is a concept used by some philosophers in discussing issues of identity, persistence, and change. Sortal terms are considered a species of general
Sortal
sorting of A ( t ) {\displaystyle A(t)} , followed by a scan and compaction phase needing O ( sort ( | A | ) ) {\displaystyle O(\operatorname {sort}
External memory graph traversal
External_memory_graph_traversal
insinuates that social sorting through surveillance is a modern threat to freedom[citation needed]. Byproducts of social sorting are isolation, segregation
Social_sorting
German retailer conglomerate
cream sectors. The Schwarz Group has been involved in the collection, sorting and recycling of recyclable materials for many years. With the Dieter Schwarz
Schwarz_Group
Ability to switch thinking about two concepts
task, the Dimensional Change Card Sorting Task, the Multiple Classification Card Sorting Task, the Wisconsin Card Sorting Task, and the Stroop Test. Functional
Cognitive_flexibility
Intraorganizational mail delivery
Mail Sorting office "Central Distribution". surrey.ac.uk. Archived from the original on 2021-11-21. Retrieved 2012-05-14. "Internal and External Mail"
Internal_mail
to be sorted manually or using mail sorting machines. To improve mechanised sorting, each address now has a sorting number which is printed on the letter
Postcodes_in_Australia
Islamist movement and militant group based in Lebanon
counterintelligence service is divided into Amn al-Muddad, responsible for "external" or "encounter" security; and Amn al-Hizb, which protects the organisation's
Hezbollah
algorithms are distribution sorts, particularly used for external sorting, which divide the data into separate subsets, sort the subsets, and then combine
Hybrid_algorithm
external memory (PEM) model is a cache-aware, external-memory abstract machine. It is the parallel-computing analogy to the single-processor external
Parallel_external_memory
American progressive metal band
Dream Theater is an American progressive metal band formed in 1985 in Boston, Massachusetts. The band comprises John Petrucci (guitar), John Myung (bass)
Dream_Theater
Enclosed area designated for railways
and then are propelled by gravity to various sorting tracks. In the case of all classification or sorting yards, human intelligence plays a primary role
Rail_yard
Search algorithm finding the position of a target value within a sorted array
than linear search for sorted arrays except if the array is short, although the array needs to be sorted beforehand. All sorting algorithms based on comparing
Binary_search
Array sorting algorithm
Cubesort is a parallel sorting algorithm that builds a self-balancing multi-dimensional array from the keys to be sorted. As the axes are of similar length
Cubesort
Search tree data structure
corresponds to one call of the radix sorting routine, as the trie structure reflects the execution pattern of the top-down radix sort. If null links are encountered
Trie
2000 British thriller film
Sorted is a 2000 British thriller film directed by Alexander Jovy and starring Matthew Rhys, Sienna Guillory, Fay Masterson, and Tim Curry. Carl has travelled
Sorted_(film)
Magnetic-activated cell sorting (MACS) is a method for separation of various cell populations depending on their surface antigens (CD molecules) invented
Magnetic-activated cell sorting
Magnetic-activated_cell_sorting
2025 studio album by Clipse
Let God Sort Em Out is the fourth studio album by the American hip-hop duo Clipse. Self-released on July 11, 2025, it marks the duo's first album since
Let_God_Sort_Em_Out
Economic-political theory
The Tiebout model, also known as Tiebout sorting, Tiebout migration, or Tiebout hypothesis, is a positive political theory model first described by economist
Tiebout_model
per capita are calculated using the World Bank's population estimates. Sorting is alphabetical by country code, according to ISO 3166-1 alpha-3. List
List of countries by total renewable water resources
List_of_countries_by_total_renewable_water_resources
Postal service company in the United Kingdom
letter sorting machines (ILSMs) in the UK, which were installed in the mid-1980s and early 1990s to improve the speed and efficiency of sorting and delivering
Royal_Mail
Outer layer of the cerebrum of the mammalian brain
experiences. Layer II, the external granular layer, contains small pyramidal neurons and numerous stellate neurons. Layer III, the external pyramidal layer, contains
Cerebral_cortex
Concept in economics
between the external financial assets and liabilities of a country. External debt of a country includes government debt and private debt. External assets publicly
Net international investment position
Net_international_investment_position
Problem in computer science
guarantee that a scan through the data is asymptotically optimal in the external-memory model for any block transfer size. Bender, Michael A.; Demaine,
List-labeling_problem
Treatment of cancer with ionized radiation
External beam radiation therapy (EBRT) is a form of radiotherapy that utilizes a high-energy collimated beam of ionizing radiation, from a source outside
External_beam_radiotherapy
character sorting. The important stroke-based sorting methods include stroke-count sorting, stroke-count-stroke-order sorting, GB stroke-based sorting and YES
Chinese_character_forms
American actor (born 1950)
and it was sort of a low self image." He stated this experience is something that attracts him to roles where he portrays "these sorts of deformed people
Ron_Perlman
First discovered double diamond gemstone
its size is 1.9 × 2.1 × 0.6 mm. The diamond was discovered during the sorting process by the specialists of the Yakut Diamond Trading Company (YDTC)
Matryoshka_(diamond)
almondine, is a culinary term indicating a garnish of almonds. Dishes of this sort are usually cooked with butter and seasonings, then sprinkled with whole
Amandine_(garnish)
Device that tends to equalize temperature over its surface
externally supplied colder air, driven by an external source of work, from a hotter body to another external body, though this is not exactly heat transfer
Heat_spreader
International Finance. List of countries by corporate debt List of countries by external debt List of countries by government debt Global debt "Household debt,
List of countries by household debt
List_of_countries_by_household_debt
Infection caused by Bacillus anthracis bacteria
woolsorters' disease because it was an occupational hazard for people who sorted wool. Today, this form of infection is extremely rare in industrialized
Anthrax
2010 film by James Wan
I like to do with the soundtrack is set you on edge with a really loud, sort of like, atonal scratchy violin score, mixing with some really weird piano
Insidious_(film)
Psychological sensation and phenomenon
neurological processing caused by delayed signals. Efron found that the brain's sorting of incoming signals is done in the temporal lobe of the brain's left hemisphere
Déjà_vu
Sexual activity involving ejaculating on the face of another
included, facial cum shots occur in approximately 62% of scenes where external ejaculation occurs. When feminist pornography emerged in 1980s, pioneer
Facial_(sexual_act)
Gambling card game
the house edge by about 0.05%. If paired with a technique known as edge sorting, baccarat players can obtain a significant edge versus the casino. Mini-baccarat
Baccarat
American singer (born 1956)
Tribune, April 23, 1993. Weinraub, Robert. 'The Jackson Family Reunited, Sort Of', The New York Times, February 21, 1994. 'La Toya: Charges Are True; Family
La_Toya_Jackson
GDP of African Countries 2025
Product: An Economy's All". Finance & Development. International Monetary Fund. Retrieved 31 May 2014. https://www.imf.org/external/datamapper/profile
List of African countries by GDP (nominal)
List_of_African_countries_by_GDP_(nominal)
American actress (born 1945)
well-being". The Hawn Foundation has supported research studies conducted by external researchers to evaluate the effectiveness of its educational program for
Goldie_Hawn
Canadian actress (born 1985)
Broadway League. Retrieved June 15, 2012. Brantley, Ben (April 11, 2005). "Sorting Through the Wreckage of a Love Most Foul". The New York Times. Retrieved
Alison_Pill
Impacts of car use
The externalities of automobiles, similar to other economic externalities, represent the measurable costs imposed on those who do not own the vehicle
Externalities_of_cars
Concept in ontology
internal–external distinction is a distinction used in philosophy to divide an ontology into two parts: trivial internal questions and meaningless external questions
Internal–external_distinction
Political, economic or military predominance of one state over other states
relations theories, hegemony is distinguished from empire as ruling only external but not internal affairs of other states. From the post-classical Latin
Hegemony
ISBN 0-03-058673-9 Flores, Ivan (1969), Computer Sorting, Prentice-Hall, ISBN 978-0-13165746-5 Knuth, D. E. (1975), Sorting and Searching, The Art of Computer Programming
Oscillating_merge_sort
American actor (born 1984)
Amanda (July 20, 2012). "Actual Couples Explore a Fantasy, the Aesthetic Sort". The New York Times. Archived from the original on December 15, 2020. Retrieved
Paul_Dano
American reality television series
of the items. After the day's auctions are completed, the winning bidders sort through the lockers, estimating the prices they will set on the contents
Storage_Wars
Computer graphic techniques
which all fragments must be sorted. For high depth complexity scenes, sorting becomes the bottleneck. One issue with the sorting stage is local memory limited
Order-independent transparency
Order-independent_transparency
Fictional salesperson appearing in a marketing campaign for Progressive Corporation
Groundlings, she said, "Flo could be one of my improv characters, always on and sort of cracked in a weird way." She thinks that the GEICO gecko "puts out more
Flo_(Progressive_Insurance)
Type of parallel computing architecture of tightly coupled nodes
"pushed up"), resulting in the stream of elements coming out sorted in ascending order. Sorting input arrays of larger size (N > P) than the number of processing
Systolic_array
the second most valuable IPL franchise with a valuation of $1.15 billion. Sorted by debut followed by alphabetically. Statistical information solely from
List of Chennai Super Kings cricketers
List_of_Chennai_Super_Kings_cricketers
known Turkish television series sorted by year. List of ended Turkish television series "IMDb: TV Series, Turkey (Sorted by Popularity Ascending)". IMDb
List of Turkish television series
List_of_Turkish_television_series
Radio and television transmissions across borders
produced.[citation needed] Estimated total programme hours per week of some external broadcasters At the end of the Cold War, many international broadcasters
International_broadcasting
Indian politician and author (born 1956)
Manmohan Singh government, Tharoor served as the minister of state for external affairs. He founded the All India Professionals Congress. Tharoor formerly
Shashi_Tharoor
Fact-checking website
fact-checking website. It has been described as a "well-regarded reference for sorting out myths and rumors" on the Internet. The site has also been seen as a
Snopes
P Q R S T U V W X Y Z Usage of collective nouns Notes Further reading External links The terms in this table apply to many or all taxa in a particular
List_of_animal_names
Highest court of jurisdiction in the US
PMID 38457495. Davis, Nicholas T.; Hitt, Matthew P. (2025). "Partisan sorting, fatalism, and Supreme Court legitimacy". American Journal of Political
Supreme Court of the United States
Supreme_Court_of_the_United_States
Genus of flowering plants in the family Paeoniaceae
Vascular Plants." At: Home page of James L. Reveal and C. Rose Broome. (see External links below). David J. Mabberley. 2008. Mabberley's Plant-Book.Cambridge
Peony
2007 romantic comedy film by Judd Apatow
$219 million worldwide, and received positive reviews from critics. This Is 40, a "sort-of sequel" focused on Rudd's and Mann's characters with Apatow returning
Knocked_Up
Range of safety measures
means for achieving this". Exposure can be from a source of radiation external to the human body or due to internal irradiation caused by the ingestion
Radiation_protection
The official MythBusters website at one point sorted episodes by calendar year, but as of 2024, sorts them into 19 seasons (with the first being the
List_of_MythBusters_episodes
Processing of turning glass waste into usable products
systems and optical sorting machines are used. The input material should be sized and cleaned for the highest efficiency in automatic sorting. More than one
Glass_recycling
Fundamentalist movement within Sunni Islam
Islamic reform movements). The term "Wahhabism" has frequently been used by external parties as a sectarian. The term used in this manner "most frequently used
Wahhabism
Allusional device that uses pictures to represent words or parts of words
be held in front of a mirror to be read. Rebus letters served either as a sort of code or simply as a pastime. In linguistics, the rebus principle is the
Rebus
American actress (born 1983)
Amanda (July 20, 2012). "Actual Couples Explore a Fantasy, the Aesthetic Sort". The New York Times. Retrieved July 3, 2015. Bunbury, Stephanie (June 4
Zoe_Kazan
Spanish multinational fast-fashion company
customer noticed a swastika on the bag's design. The bag came from an external supplier, and Zara claimed the symbol was not visible when the handbag
Zara_(retailer)
Type of associative learning process for behavioral modification
learning in the 20th century was dominated by the analysis of these two sorts of learning, and they are still at the core of behavior analysis. They have
Operant_conditioning
Supreme Leader of Iran from 1989 to 2026
amid recent nationwide protests. He attributed the violence and chaos to "external enemies", specifically the United States and Israel, accusing them of orchestrating
Ali_Khamenei
Façade making something seem better than in reality
the United States William Rehnquist wrote that Roe v. Wade "stands as a sort of judicial Potemkin Village, which may be pointed out to passers-by as a
Potemkin_village
Attempt to influence the decision-making process within a specific group
A political campaign is an organized effort which seeks to influence the decision making progress within a specific group. In democracies, political campaigns
Political_campaign
church building was replaced by a Romanesque hall church, the first of the sort in Bavaria. In 1484 Prüll became a Carthusian monastery, with the support
Prüll_Charterhouse
2008 film by Matt Reeves
for it, though many of his ideas, including an "elongated, articulated external esophagus", would not show up on screen. His central concept was that of
Cloverfield
Species of passerine birds
hunted by various mammals and birds of prey, and is host to a range of external and internal parasites. Large flocks typical of this species can be beneficial
Common_starling
Social science research method
there has been no study of differences in sorts produced by use of computer based vs. physical sorting. One Q-sort should produce two sets of data. The first
Q_methodology
English filmmaker (born 1965)
taking place in the same universe, as a sidequel or standalone sequel of sorts. Kurt Russell became attached to star but decided to take some time off
Paul_W._S._Anderson
EXTERNAL SORTING
EXTERNAL SORTING
Girl/Female
Hindu
Eternal
Boy/Male
Tamil
Nabhanyu | நபாநà¯à®¯à¯
Eternal
Nabhanyu | நபாநà¯à®¯à¯
Boy/Male
Hindu
Eternal
Girl/Female
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Tamil, Telugu
Eternal
Girl/Female
Indian, Sanskrit
Eternal
Girl/Female
Tamil
Eternal
Girl/Female
Arabic Muslim
Eternal.
Boy/Male
Tamil
Eternal
Girl/Female
Hindu
Eternal
Boy/Male
Tamil
Eternal
Boy/Male
Tamil
Eternal
Girl/Female
Tamil
Eternal
Girl/Female
Arabic, Muslim, Sindhi
External
Boy/Male
Arabic, Muslim, Sindhi
External; Outside
Boy/Male
Muslim
Eternal
Boy/Male
Muslim/Islamic
Outside external
Girl/Female
Tamil
Nithyadevi | நீதà¯à®¯à®¤à¯‡à®µà¯€Â
Eternal
Nithyadevi | நீதà¯à®¯à®¤à¯‡à®µà¯€Â
Boy/Male
Arabic American Egyptian Muslim
Eternal.
Boy/Male
Hindi
Eternal.
Girl/Female
Tamil
Saswaty | ஸஸà¯à®µà®¤à¯à®¯Â
Eternal
EXTERNAL SORTING
EXTERNAL SORTING
Surname or Lastname
English
English : variant spelling of Wolf.
Boy/Male
Indian, Punjabi, Sikh
God's Victory
Girl/Female
Muslim/Islamic
Little Star
Boy/Male
Hindu
Lord Murugan
Boy/Male
Scottish
Pure.
Surname or Lastname
English
English : presumably a variant of Lovell, or possibly a habitational name from Lovehall in Tayside.
Male
English
Variant spelling of English Corey, possibly KOREY means "deep hollow, ravine."
Male
German
Contracted form of Old High German Willahelm, WILHELM means "will-helmet."Â
Boy/Male
Hindu
Gods helper
Girl/Female
Irish
These are recent spellings of the name Caitlin.
EXTERNAL SORTING
EXTERNAL SORTING
EXTERNAL SORTING
EXTERNAL SORTING
EXTERNAL SORTING
a.
Eternal; everlasting.
n.
A fleshy covering of a seed, lying between the external and internal integuments.
a.
Internal; inward; -- opposed to external.
n.
The point where two converging lines meet; an angle, either external or internal.
a.
Outward; exterior; relating to the outside, as of a body; being without; acting from without; -- opposed to internal; as, the external form or surface of a body.
a.
Foreign; relating to or connected with foreign nations; as, external trade or commerce; the external relations of a state or kingdom.
n.
Something external or without; outward part; that which makes a show, rather than that which is intrinsic; visible form; -- usually in the plural.
n.
A very slight convulsive or spasmodic contraction of certain muscles, external or internal.
a.
Derived from, or dependent on, the thing itself; inherent; as, the internal evidence of the divine origin of the Scriptures.
a.
Of or pertaining to a father; fatherly; showing the disposition of a father; guiding or instructing as a father; as, paternal care.
a.
Of or pertaining to a mother; becoming to a mother; motherly; as, maternal love; maternal tenderness.
a.
Pertaining to its own affairs or interests; especially, (said of a country) domestic, as opposed to foreign; as, internal trade; internal troubles or war.
a.
Received or derived from a father; hereditary; as, a paternal estate.
a.
Situated between the external and internal carotid arteries; as, an intercarotid ganglion.
n.
The quality of being manifest to the senses; external acts or appearances; regard for externals.
adv.
In an external manner; outwardly; on the outside; in appearance; visibly.
a.
Possessing knowledge, whether by internal, conscious experience or by external observation; cognizant; aware; sensible.
a.
Not sternal; -- said of ribs which do not join the sternum.
a.
External; outward; not inherent.
a.
Inward; interior; being within any limit or surface; inclosed; -- opposed to external; as, the internal parts of a body, or of the earth.