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Class of algorithms operating on data streams
constraints, streaming algorithms often produce approximate answers based on a summary or "sketch" of the data stream. Though streaming algorithms had already
Streaming_algorithm
Low-space search for a majority element
it in 1981, and is a prototypical example of a streaming algorithm. In its simplest form, the algorithm finds a majority element, if there is one: that
Boyer–Moore majority vote algorithm
Boyer–Moore_majority_vote_algorithm
Type of streaming algorithm
In computing, a one-pass algorithm or single-pass algorithm is a streaming algorithm which reads its input exactly once. It does so by processing items
One-pass_algorithm
Algorithm that begins on possibly incomplete inputs
matching Adversary model Dynamic algorithm Prophet inequality Real-time computing Streaming algorithm Sequential algorithm Online machine learning/Offline
Online_algorithm
Problem in computer science
several streaming algorithms have been proposed that use a fixed number of storage units. To handle the bounded storage constraint, streaming algorithms use
Count-distinct_problem
Streaming algorithm
number of occurrences during the course of the algorithm. Misra-Gries is one of the earliest streaming algorithms, and it is described below in those terms
Misra–Gries heavy hitters algorithm
Misra–Gries_heavy_hitters_algorithm
Algorithm for computing the value of a transcendental number
series that will be processed must be specified in advance. The term "streaming algorithm" indicates an approach without this restriction. This allows the
Spigot_algorithm
File format and file compression program
project. As the file format can be decompressed via a streaming algorithm, it is commonly used in stream-based technology such as Web protocols, data interchange
Gzip
Type of algorithm
"Sequential algorithm" may also refer specifically to an algorithm for decoding a convolutional code. Online algorithm Streaming algorithm "A Dictionary
Sequential_algorithm
Multimedia delivery method
content. Streaming is more commonly used for video on demand, streaming television, and music streaming services over the Internet. While streaming is most
Streaming_media
Mathematical algorithm
of streaming algorithms, Misra–Gries summaries are used to solve the frequent elements problem in the data stream model. That is, given a long stream of
Misra–Gries_summary
Computer programming paradigm
distributed data processing. Stream processing systems use streaming algorithms to trace parallel processing for data streams. The software stack for these
Stream_processing
American computer scientist (born 1984)
computation group, working on efficient algorithms for massive datasets. His doctoral dissertation, Sketching and Streaming High-Dimensional Vectors (2011),
Jelani_Nelson
American computer scientist
2007. His research contributions include an asymptotically optimal streaming algorithm for the count-distinct problem, which received the best paper award
David_P._Woodruff
Type of symmetric key cipher
RC4 and AES Algorithms in Wireless LANs" (PDF). IEEE Globecom. Archived from the original (PDF) on 2013-12-03. Matt J. B. Robshaw, Stream Ciphers Technical
Stream_cipher
Algorithms for processing data too large to fit into a computer's main memory at once
algorithms appears in 1971. Cache-oblivious algorithm External memory graph traversal Online algorithm Parallel external memory Streaming algorithm Vitter
External_memory_algorithm
multimedia data, financial transactions etc. Data stream clustering is usually studied as a streaming algorithm and the objective is, given a sequence of points
Data_stream_clustering
Optimization theory in computing
asymptotically optimal amongst all algorithms for the problem. The algorithm is considered one of the precursors of streaming algorithms, and the more general problem
Approximate counting algorithm
Approximate_counting_algorithm
Overview of and topical guide to algorithms
algorithm — algorithm designed for distributed systems Streaming algorithm — algorithm for processing data streams with limited memory Quantum algorithm — algorithm
Outline_of_algorithms
Sequence of data items available over time
mining Traffic flow (computer networking) Network socket Streaming algorithm Streaming media Stream processing Dahl, Ole-Johan; Myhrhaug, Bjørn; Nygaard,
Stream_(computing)
Streaming media technique
Adaptive bitrate streaming is a technique used in streaming multimedia over computer networks. While in the past most video or audio streaming technologies
Adaptive_bitrate_streaming
computation, streaming algorithms for histograms, join operations in databases, distributed algorithms for dominating sets, and web crawler algorithms. A conference
Torsten_Suel
Type of computer science algorithm
In computer science, an in-place algorithm is an algorithm that operates directly on the input data structure without requiring extra space proportional
In-place_algorithm
Approximate distinct counting algorithm
HyperLogLog is an algorithm for the count-distinct problem, approximating the number of distinct elements in a multiset. Calculating the exact cardinality
HyperLogLog
Lossless data compression algorithms
LZ77 and LZ78 are the two lossless data compression algorithms published in papers by Abraham Lempel and Jacob Ziv in 1977 and 1978. They are also known
LZ77_and_LZ78
Algorithm for caching data
policies (also known as cache replacement algorithms or cache algorithms) are optimizing instructions or algorithms which a computer program or hardware-maintained
Cache_replacement_policies
Live broadcasting via the Internet
live-streaming, or live streaming is the streaming of video or audio in real time or near real time. While often referred to simply as streaming, the
Live_streaming
Digitally encoded information
non-PII. Streaming algorithm "Federal Standard 1037C data stream". Archived from the original on April 13, 2007. Retrieved April 4, 2007. "Data Stream". techopedia
Data_stream
Algorithm for estimating a count of distinct elements
The Flajolet–Martin algorithm is an algorithm for approximating the number of distinct elements in a stream with a single pass and space-consumption logarithmic
Flajolet–Martin_algorithm
Lossless compression algorithm
1951 (1996). Katz also designed the original algorithm used to construct Deflate streams. This algorithm received software patent U.S. patent 5,051,745
Deflate
Randomized algorithm
Reservoir sampling is a family of randomized online algorithms for choosing a simple random sample, without replacement, of k items from a population of
Reservoir_sampling
Method for finding kth smallest value
In computer science, a selection algorithm is an algorithm for finding the k {\displaystyle k} th smallest value in a collection of orderable values,
Selection_algorithm
lossy count algorithm is an algorithm to identify elements in a data stream whose frequency exceeds a user-given threshold. The algorithm works by dividing
Lossy_Count_Algorithm
Indian-American computer scientist
include approximation algorithms, streaming algorithms, and metric embeddings. He is known for the creation of the SimHash algorithm used by Google for near
Moses_Charikar
Indian computer scientist
is a computer scientist of Indian origin, known for his work in streaming algorithms, auction design, and pattern matching. He is vice president of sponsored
S. Muthukrishnan (computer scientist)
S._Muthukrishnan_(computer_scientist)
Stream cipher
key-scheduling algorithm (KSA). Once this has been completed, the stream of bits is generated using the pseudo-random generation algorithm (PRGA). The key-scheduling
RC4
Polish computer scientist
focuses primarily on computational geometry in high-dimensions, streaming algorithms, and computational learning theory. He has made a range of contributions
Piotr_Indyk
Algorithm for shuffling a finite sequence
The Fisher–Yates shuffle is an algorithm for shuffling a finite sequence. The algorithm takes a list of all the elements of the sequence, and continually
Fisher–Yates_shuffle
Consensus algorithm
Raft is a consensus algorithm designed as an alternative to the Paxos family of algorithms. It was meant to be more understandable than Paxos by means
Raft_(algorithm)
Compact encoding of digital data
coding (CAVLC) algorithms. AVC is the main video encoding standard for Blu-ray Discs, and is widely used by video sharing websites and streaming internet services
Data_compression
Israeli computer scientist
Theory and Practice Award for seminal work on the foundations of streaming algorithms and their application to large scale data analytics. Ungerleider
Yossi_Matias
Computer memory needed by an algorithm
computer's RAM. They are related to Streaming algorithms, but only restrict how much memory can be used, while streaming algorithms have further constraints on
Space_complexity
Algorithm that arranges lists in order
In computer science, a sorting algorithm is an algorithm that puts elements of a list into an order. The most frequently used orders are numerical order
Sorting_algorithm
Video compression method for HDMI and DisplayPort links
Display Stream Compression (DSC) is a VESA-developed lossy video compression algorithm designed to enable increased display resolutions and frame rates
Display_Stream_Compression
Topics referred to by the same term
approximation of some statistics of probability distribution by a streaming algorithm Sketch, a program written with the Arduino IDE Sketch, a program
Sketch
Universal lossless data compression algorithm
compression algorithm created by Abraham Lempel, Jacob Ziv, and Terry Welch. It was published by Welch in 1984 as an improvement to the LZ78 algorithm published
Lempel–Ziv–Welch
Probabilistic data structure in computer science
ISBN 978-1-4503-5552-0. Deng, Fan; Rafiei, Davood (2007), New estimation algorithms for streaming data: Count-min can do more, CiteSeerX 10.1.1.552.1283 {{citation}}:
Count–min_sketch
only if H {\displaystyle H} is a bipartite graph. In the theory of streaming algorithms for graph matching (for instance to match internet advertisers with
Ruzsa–Szemerédi_problem
Cryptographic system with public and private keys
public key and a corresponding private key. Key pairs are generated with algorithms based on mathematical problems termed one-way functions. Security of public-key
Public-key_cryptography
American singer-songwriter (born 1996)
longer release electronic music features as a solo artist, citing streaming algorithm challenges that limited her visibility due to the stylistic range
Annika_Wells
Process of converting plaintext to ciphertext
encryption scheme usually uses a pseudo-random encryption key generated by an algorithm. For a well-designed modern encryption scheme, decrypting ciphertext without
Encryption
Practice and study of secure communication techniques
the NIST announced that Keccak would be the new SHA-3 hash algorithm. Unlike block and stream ciphers that are invertible, cryptographic hash functions
Cryptography
Cryptographic algorithm
Symmetric-key algorithms are algorithms for cryptography that use the same cryptographic keys for both the encryption of plaintext and the decryption
Symmetric-key_algorithm
Platform for users to upload, share, or live stream videos on the Internet
industry-standard HTTP streaming or HTTP progressive download protocols. With HTTP streaming, the de facto standard is to use adaptive streaming where multiple
Online_video_platform
Line-breaking algorithm used in the TeX typesetting package
stream in advance. Knuth and Plass' original algorithm does not include page breaking, but may be modified to interface with a pagination algorithm,
Knuth–Plass line-breaking algorithm
Knuth–Plass_line-breaking_algorithm
Encryption algorithm used by DVB television standard
Common Scrambling Algorithm (CSA) is the encryption algorithm used in the DVB digital television broadcasting for encrypting video streams. CSA was specified
Common_Scrambling_Algorithm
Hungarian and American computer scientist (born 1960)
complexity of approximating the frequency moments in streamed data. His work on streaming algorithms and the resulting data analysis was also recognized
Mario_Szegedy
American computer scientist
security, and privacy; computational complexity; algorithmic mechanism design; massive-data-stream algorithmics; and, most recently, computer science and law
Joan_Feigenbaum
American internet television service
Stanford University that uses machine learning to improve video streaming algorithms. It is written mostly in the C++ programming language and relies
Puffer_(research_study)
Authenticated encryption with associated data algorithm
authenticated encryption with associated data (AEAD) algorithm, that combines the ChaCha20 stream cipher with the Poly1305 message authentication code
ChaCha20-Poly1305
Lossless compression algorithm
LZMA (Lempel–Ziv–Markov chain algorithm) is a lossless data compression algorithm developed since 1998 by Igor Pavlov, the developer of 7-Zip. It has
LZMA
Statistical method of dividing data into equal-sized intervals for analysis
based algorithms do present certain advantages however, particularly in the non-stationary streaming setting i.e. time-varying data. The algorithms of both
Quantile
This is a comparison of streaming media systems. A more complete list of streaming media systems is also available. The following tables compare general
Comparison of streaming media software
Comparison_of_streaming_media_software
Scheduling algorithm for network transmissions
The token bucket is an algorithm used in packet-switched and telecommunications networks. It can be used to check that data transmissions, in the form
Token_bucket
1999 song by Pavement
unknown, Stereogum suggested it was due to a change in Spotify's streaming algorithm. It also became viral on TikTok, in 2020 and 2024, with people dancing
Harness_Your_Hopes
Music genre
stated that it was "officially dead". Other sources cited online streaming algorithms as pigeon-holing the genre into conventions that led to a decline
Hyperpop
Method of machine learning
Multi-armed bandit Supervised learning General algorithms Online algorithm Online optimization Streaming algorithm Stochastic gradient descent Learning models
Online_machine_learning
Cryptographic algorithm for digital signatures
cryptography, the Elliptic Curve Digital Signature Algorithm (ECDSA) offers a variant of the Digital Signature Algorithm (DSA) which uses elliptic-curve cryptography
Elliptic Curve Digital Signature Algorithm
Elliptic_Curve_Digital_Signature_Algorithm
2000s microgenre
bloghouse, blog rock and blog rap declined due to the rise in online streaming algorithms. Mike Lesuer of Flood Magazine wrote that of the "subgenres that
Shitgaze
Computational geometry and optimization concept
Randomized sketching techniques Dimensionality reduction Sublinear and streaming algorithms Agarwal, Pankaj K.; Har-Peled, Sariel; Varadarajan, Kasturi R. (2005)
Coreset
Algorithm for encrypting and decrypting information
In cryptography, a cipher (or cypher) is an algorithm for performing encryption or decryption—a series of well-defined steps that can be followed as a
Cipher
Algorithm for public-key cryptography
Ron Rivest, Adi Shamir and Leonard Adleman, who publicly described the algorithm in 1977. An equivalent system was developed secretly in 1973 at Government
RSA_cryptosystem
Technique in digital signal processing
The Goertzel algorithm is a technique in digital signal processing (DSP) for efficient evaluation of the individual terms of the discrete Fourier transform
Goertzel_algorithm
2025 studio album by Sevdaliza
stylistic pivot toward Latin pop and reggaeton as a "victory of the streaming algorithm over artistic integrity", concluding "there is no trace of Sevdaliza"
Heroina_(Sevdaliza_album)
Concurrent programming algorithm for mutual exclusion
Peterson's algorithm (or Peterson's solution) is a concurrent programming algorithm for mutual exclusion that allows two or more processes to share a single-use
Peterson's_algorithm
Algorithm for anomaly detection
resolve the problem of detecting anomalies in streaming data. More application of iForest to streaming data are described in papers by Swee Chuan Tan
Isolation_forest
HTTP-based adaptive bitrate streaming technique
Adaptive Streaming over HTTP (DASH), also known as MPEG-DASH, is an adaptive bitrate streaming technique that enables high quality streaming of media
Dynamic Adaptive Streaming over HTTP
Dynamic_Adaptive_Streaming_over_HTTP
Watching a TV show or film with the intent of mocking it
being renewed for a second season. Hate-watching, because of the streaming algorithms focused on viewership metrics, can indeed contribute to a show's
Hate-watching
French musical project
The Algorithm is the musical project of French musician Rémi Gallego (born 7 October 1989) from Perpignan. His style is characterised by an unusual combination
The_Algorithm
Turkish and American computer science
Special Interest Group on Algorithms and Computation Theory. Her research interests include streaming algorithms, sublinear algorithms, and applications of
Funda_Ergun
Placeholder characters
1017/S0963548300000080, S2CID 45707043 Muthukrishnan, S. (2005). Data Streams: Algorithms and Applications. Now Publishers. p. 3. ISBN 978-1-933019-14-7.[permanent
Alice_and_Bob
American computer scientist
known for his work in streaming algorithms, suffix tree construction, pattern matching in compressed data, cache-oblivious algorithms, and lowest common
Martin_Farach-Colton
Lossless compression algorithm
compression algorithm optimized for fast compression and decompression. It belongs to the LZ77 family of byte-oriented compression schemes. The LZ4 algorithm provides
LZ4_(compression_algorithm)
Almost-sorted sequence in computer science
{\displaystyle k} -sorted can be done in linear time and constant space by a streaming algorithm. It suffices, for each 1 ≤ i < n − k {\displaystyle 1\leq i<n-k}
K-sorted_sequence
Analysis of continuous, rapid data
in September 2006. Concept drift Data Mining Sequence mining Streaming algorithm Stream processing Wireless sensor network Lambda architecture Bifet,
Data_stream_mining
Technological phenomenon with social implications
Algorithmic bias describes the systematic and repeatable harmful tendency in a computerized sociotechnical system to create "unfair" outcomes, such as
Algorithmic_bias
Message-digest hashing algorithm
The MD5 message-digest algorithm is a widely used hash function producing a 128-bit hash value. MD5 was designed by Ronald Rivest in 1991 to replace an
MD5
Problem in communication complexity theory
gap-Hamming problem has applications to proving lower bounds for many streaming algorithms, including moment frequency estimation and entropy estimation. In
Gap-Hamming_problem
Algorithm on linear-feedback shift registers
Berlekamp–Massey algorithm is an algorithm that will find the shortest linear-feedback shift register (LFSR) for a given binary output sequence. The algorithm will
Berlekamp–Massey_algorithm
Technique to compress data
compression. The process of finding or using such a code is Huffman coding, an algorithm developed by David A. Huffman while he was a Sc.D. student at MIT, and
Huffman_coding
2023 studio album by Filter
was released to streaming platforms on July 11, 2025 to promote The Algorithm: Ultra Edition, a remastered version of The Algorithm with bonus material
The_Algorithm_(Filter_album)
Israeli mathematician
"The space complexity of approximating the frequency moments" on streaming algorithms 2008 – Israel Prize, for mathematics. 2011 – EMET Prize, with Saharon
Noga_Alon
of the recently popular stream algorithms. These are algorithms characterized by operating on a continuous and unending stream of data, rather than waiting
Media_Cloud
Algorithmic selection of online media
Algorithm curation is the selection of online media by technologies such as recommender systems and personalized search. Curation entails the selective
Algorithmic_curation
Statistical analysis
for the change time. Online change detection is also done using streaming algorithms. Basseville (1993, Section 2.6) discusses offline change-in-mean
Change_detection
Data compression technique
previous symbols in the uncompressed symbol stream to predict the next symbol in the stream. PPM algorithms can also be used to cluster data into predicted
Prediction by partial matching
Prediction_by_partial_matching
event log, streaming conformance checking techniques take event stream and process model as input and for each received event from the stream, it will be
Streaming conformance checking
Streaming_conformance_checking
Suicide committed during a livestream
instant moderation, the nature of distribution algorithms, and delays in moderation responses make live streams particularly vulnerable to prolonged exposure
Livestreamed_suicide
Sequence of data points over time
"A symbolic representation of time series, with implications for streaming algorithms". Proceedings of the 8th ACM SIGMOD workshop on Research issues in
Time_series
Radicalization via social media algorithms
Algorithmic radicalization is the concept that recommender algorithms on popular social media sites, such as YouTube and Facebook, drive users toward
Algorithmic_radicalization
travel, tourism, insurance
STREAMING ALGORITHM
STREAMING ALGORITHM
STREAMING ALGORITHM
STREAMING ALGORITHM
STREAMING ALGORITHM
STREAMING ALGORITHM
STREAMING ALGORITHM
STREAMING ALGORITHM
STREAMING ALGORITHM
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