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SPI

Serial Peripheral Interface (SPI) is a protocol specification for short-distance, full-duplex data exchange between a master device, such as a , and one or more slave peripherals, including sensors, memory chips, and displays, primarily in systems. It operates on a master-slave using four signal lines—serial clock (SCLK), master out slave in (MOSI), master in slave out (), and slave select ()—with the master generating the clock and controlling data flow at speeds typically up to several megahertz. As a industry standard without formal licensing, SPI enables efficient, low-overhead interfacing without address lines or complex protocol overhead, making it simpler and faster than alternatives like for many applications, though it lacks built-in multi-master support or hot-swapping capabilities. Its widespread adoption stems from ease of implementation in hardware and software, supporting daisy-chaining of devices and variants like multi-device configurations via separate chip-select lines, with no notable controversies beyond occasional design trade-offs in power consumption or noise susceptibility in noisy environments.

Organizations

Software in the Public Interest

Software in the Public Interest (SPI) is a non-profit organization incorporated on June 16, 1997, in the state of , focused on supporting the development and distribution of and hardware projects. It operates as a fiscal sponsor, providing administrative services such as , donation processing, legal compliance, and infrastructure support to eliminate the need for projects to establish their own legal entities. In 1999, SPI received 501(c)(3) tax-exempt status from the , enabling tax-deductible donations to associated initiatives. Originally established to address the administrative requirements of the Debian GNU/Linux project, which required a dedicated entity for handling funds and operations, SPI has expanded to assist a broader range of open-source efforts. As of September 2025, it associates with 45 projects spanning operating systems, development tools, and applications, including , , , FFmpeg, , and . These associations allow projects to leverage SPI's resources while retaining autonomy over technical decisions. Governance of SPI is handled by a , comprising four elected officers—a , , , and —elected annually by members, with operations relying on a volunteer model to promote and alignment with open-source principles. The organization emphasizes non-technical support to sustain long-term project viability without imposing ideological or proprietary constraints.

Simulations Publications, Inc.

Simulations Publications, Inc. (SPI) was an American company specializing in board wargames and military history magazines, founded in 1969 by game designer James F. Dunnigan as Poultron Press before renaming to SPI. Dunnigan established the firm to rescue and publish Strategy & Tactics magazine, which he acquired from its original publisher Chris Wagner after it faced financial difficulties. Under SPI, the magazine evolved into a bimonthly outlet bundling analytical articles with a free wargame in each issue, driving subscriber growth that surpassed competitors like Avalon Hill's The General by the mid-1970s. The company expanded rapidly during the 1970s, becoming the dominant force in the wargaming industry by producing over 40 titles annually at its peak, including tactical simulations such as PanzerBlitz (1970), a solitaire-capable Eastern Front tank combat game, and (1971), an infantry-focused modern warfare title. SPI also launched Moves magazine in 1972, dedicated to game variants, design theory, and reviews, further solidifying its influence. By the mid-1970s, SPI achieved annual gross revenues of approximately $2 million, employed up to 40 staff including art director Redmond Simonsen, and captured 60-70% of the global wargame market through innovative direct-mail advertising in outlets like . Its "capsule games"—compact, low-cost titles sold via —boosted volume but often yielded slim margins due to high production costs. Financial troubles emerged in the late 1970s amid mismanagement, including inadequate marketing and cash flow oversight under Dunnigan, compounded by the that eroded hobbyist spending. Despite $2 million in sales, real income declined, leading to bankruptcy in 1982 after failed buyout talks with . , acquired SPI's assets—including inventory and rights—for a $500,000 loan repayment but assumed no subscriber liabilities, stranding around 30,000 Strategy & Tactics subscribers and prompting TSR to liquidate stock through retail channels. Many SPI designers, including Simonsen, transitioned to 's Victory Games subsidiary, which produced titles like before dissolving by 1990 amid broader industry contraction. SPI's collapse highlighted vulnerabilities in the niche sector, where success thresholds dropped to 10,000 units per title by the late 1980s.

Sony Pictures Imageworks

Sony Pictures Imageworks (SPI) is a and established in 1992 as a division of Entertainment, initially comprising five employees tasked with employing computer technology to previsualize complex scenes for live-action motion pictures. The studio expanded rapidly, transitioning from previsualization support to comprehensive production, , and full computer-generated feature , contributing to over 100 live-action and animated films across its more than three decades of operation. Headquartered in , , with additional facilities in , , and , , SPI specializes in photorealistic live-action integration, dynamic creature and , virtual production techniques, and expansive CG environments. Early projects included visual effects for films such as Speed (1994), Jumanji (1995), Starship Troopers (1997), and Contact (1997), establishing SPI's expertise in blending digital elements with practical footage. The studio achieved prominence with its work on the Spider-Man trilogy directed by Sam Raimi, particularly earning the Academy Award for Best Visual Effects for Spider-Man 2 (2004), where it developed advanced simulation tools for web-slinging sequences and organic digital characters. SPI entered feature animation in 2006 with Open Season, followed by contributions to hybrid projects like Monster House (2006) and fully animated features including Surf's Up (2007) and the Hotel Transylvania series (2012–2022). Other notable visual effects work encompasses Alice in Wonderland (2010), for which it received the Golden Satellite Award for Best Visual Effects, and 2012 (2009), involving massive destruction simulations. In addition to its Academy Award for The ChubbChubbs! (2002), a computer-animated short film, SPI has garnered multiple Scientific and Technical Achievement Awards from the Academy of Motion Picture Arts and Sciences for innovations such as the Arnold renderer (2017), facial capture systems, and physics simulation engines like Bullet. These technological advancements, including proprietary tools for shading, lighting, and real-time rendering, have positioned SPI as a leader in industry-standard pipelines, supporting virtual window and LED wall technologies in recent productions. The studio maintains a workforce of artists, technologists, and production specialists, emphasizing collaborative environments across its North American locations to deliver high-fidelity effects that enhance narrative realism without supplanting practical filmmaking elements.

Serviço de Proteção ao Índio

The Serviço de Proteção ao Índio (SPI) was established on June 20, 1910, through Decree No. 8,072, initially under the name Serviço de Proteção aos Índios e Localização de Trabalhadores Nacionais (SPILTN), as a division of Brazil's Ministry of Agriculture, Industry, and Commerce. The decree outlined its : to shield indigenous populations from extermination and exploitation while facilitating the recruitment of indigenous laborers for national agricultural needs, reflecting an early republican policy blending protection with . Marshal Cândido Mariano da Silva Rondon, a positivist , served as its founding director, emphasizing non-violent pacification guided by the principle of "civilize, never exterminate," which informed expeditions to establish peaceful contacts with isolated tribes across the and regions. Under Rondon's leadership from 1910 to 1930, the SPI conducted extensive telegraphic and exploratory missions that mapped remote territories, documented over 50 indigenous languages and cultures through ethnographic records, photographs, and phonographic recordings, and demarcated initial indigenous reserves to curb settler encroachments. These efforts integrated frontier areas into the national grid via over 3,000 kilometers of telegraph lines by the 1910s, while avoiding armed conflict in favor of gift exchanges and mutual respect, resulting in the pacification of groups like the Parecis and Bororo without reported massacres attributable to SPI agents. However, the agency's assimilationist framework prioritized relocating nomadic groups to fixed posts for "civilization," often disrupting traditional livelihoods and exposing them to diseases, with mortality rates in some contacted villages exceeding 50% due to introduced pathogens like measles and influenza during early 20th-century expeditions. By the 1920s, administrative shifts after Rondon's tenure exposed systemic vulnerabilities, including inspector-level abuses where officials facilitated illegal land concessions and labor trafficking, as evidenced in a 1931 federal inquiry into and operations revealing of supply funds and coerced labor for private ranches. escalated post-1950s, with documented cases of SPI personnel colluding in timber and rubber extractions on reserves, undermining demarcations and contributing to rates in protected areas that doubled in affected regions compared to non-SPI frontiers. These failures, compounded by inadequate funding—averaging under 1% of the ministry's budget annually—prompted parliamentary probes in the highlighting graft in procurement and abandonment of remote posts. The SPI was dissolved on December 5, 1967, via Decree No. 5,371, and supplanted by the Fundação Nacional do Índio () to centralize indigenist policy under a dedicated framework amid military reforms aimed at modernizing federal oversight. inherited the SPI's archives, which preserve over 10,000 documents on indigenous contacts, though critiques persist that the transition preserved assimilationist legacies while failing to fully eradicate entrenched corruption networks from the prior entity.

Computing

Serial Peripheral Interface

The (SPI) is a designed for short-distance, high-speed exchange between a master device, such as a , and one or more slave peripherals in embedded systems. It operates in full-duplex mode, allowing simultaneous transmission and reception of without start or stop bits, using a master-slave architecture where the master generates the and controls communication timing. The typically employs four signal lines: Serial Clock (SCLK) for , Master Out Slave In (MOSI) for from master to slave, Master In Slave Out (MISO) for from slave to master, and Slave Select (SS) or (CS) to activate individual slaves. Developed by Motorola in the mid-1980s, SPI was introduced to enable efficient interfacing between microprocessors and peripherals like memory devices and sensors, leveraging simple shift register mechanisms for data transfer. Now maintained under NXP Semiconductors (Motorola's successor), the interface lacks a formal standardized specification but follows de facto conventions based on early implementations in Motorola's microcontroller families. Data is exchanged in 8-bit or configurable lengths (e.g., 2 to 16 bits per frame in some implementations), with the master initiating transfers by asserting the SS line low and pulsing SCLK. SPI communication timing is defined by two parameters: clock (CPOL) and clock (CPHA), resulting in four modes that ensure compatibility between devices. CPOL=0 sets the clock state low, while CPOL=1 sets it high; CPHA=0 samples on the first clock edge (leading for CPOL=0, trailing for CPOL=1), and CPHA=1 samples on the second edge. Mode 0 (CPOL=0, CPHA=0) idles low and captures on the rising edge, suitable for many sensors; Mode 3 (CPOL=1, CPHA=1) idles high and captures on the falling edge, common in some displays.
ModeCPOLCPHAIdle ClockData Sample EdgeData Shift Edge
000LowRisingFalling
101LowFallingRising
210HighFallingRising
311HighRisingFalling
SPI offers advantages including high data rates (up to tens of MHz, depending on hardware), simplicity without protocol overhead, and full-duplex operation for efficient throughput in resource-constrained systems. However, it requires more pins than alternatives like I²C (especially for multiple slaves, each needing a dedicated SS line), supports only short distances (typically board-level, under 1 meter due to signal integrity limits), and lacks built-in error detection, acknowledgment, or multi-device addressing without additional logic. These traits make it less suitable for longer-range or error-prone environments compared to protocols like UART or CAN. In embedded applications, SPI connects microcontrollers to peripherals such as analog-to-digital converters (ADCs), digital-to-analog converters (DACs), , SD cards, displays, and sensors for real-time data acquisition and control. Its prevalence stems from hardware support in most microcontrollers (e.g., via dedicated peripherals in or AVR chips) and ease of implementation, though variations like Queued SPI (QSPI) extend it for higher bandwidth in memory interfaces.

Service Provider Interface

The Service Provider Interface (SPI) is a standardized mechanism in the platform for enabling runtime discovery and loading of third-party implementations of a service contract, promoting modular and extensible . Introduced in 6, released on December 11, 2006, SPI allows applications to define abstract service interfaces while deferring concrete implementations to separate provider modules, which can be added or replaced without recompiling the core application. This approach relies on the java.util.ServiceLoader class, which scans the for provider registrations and instantiates them lazily upon request. Core components of SPI include the service interface, typically an abstract class or interface specifying the required methods; service providers, which are concrete classes implementing that interface; and configuration files that map the interface to its providers. Providers must declare a public no-argument constructor to enable instantiation by ServiceLoader. Registration occurs through plain-text files named after the fully qualified interface name, located in the META-INF/services/ directory of a JAR file or classpath resource; each line in the file lists a provider class name. For instance, ServiceLoader.load(MyService.class) returns an iterable iterator over all registered providers, allowing the application to query or chain them—for example, by iterating until a suitable definition is found, as in a dictionary service where multiple providers handle different word scopes. In practice, SPI supports by avoiding compile-time dependencies on specific implementations, enabling plugin-like extensibility across modules or libraries. Standard libraries leverage SPI extensively: the JDBC uses it via java.sql.DriverManager to load database drivers dynamically from the , scanning for java.sql.Driver implementations registered in META-INF/services/java.sql.Driver. Similarly, the Java Sound employs SPI for audio format support through abstract classes in javax.sound.sampled.spi, allowing third-party codecs to integrate seamlessly. Other examples include image I/O providers in javax.imageio.spi and logging factories in java.util.logging. Providers can be loaded in a thread-safe manner, with ServiceLoader.reload() refreshing the if changes occur, though this is uncommon in production. This mechanism enhances portability and maintainability, as services can evolve independently—providers handle specifics like vendor-specific optimizations—while ensuring compatibility through the fixed interface contract. However, it requires careful management of classloader contexts to avoid issues in modular environments like 9+, where the extends SPI via provides directives in module-info.java for explicit exports. Adoption in frameworks like or Hibernate further demonstrates SPI's role in and persistence, where custom dialects or serializers register as providers.

Security Parameter Index

The Security Parameter Index (SPI) is a 32-bit identifier used within the architecture to uniquely reference a (SA), which defines the parameters for securing IP between peers. An SA specifies algorithms, keys, and other attributes for , , or both, applied to inbound or outbound . The SPI enables the receiving peer to map incoming packets to the correct SA entry in its Security Association Database (SAD) without ambiguity. In protocols such as the and , the SPI appears as the first field in the respective headers, transmitted in to facilitate rapid lookup. For SAs, the receiver selects the SPI value during SA establishment to ensure local uniqueness, often coordinating with the sender via protocols like (). The receiver then uses the SPI—potentially combined with the protocol type (e.g., or ) and destination —to index the SAD and retrieve processing parameters. For multicast SAs, additional disambiguation via source or destination addresses may be required to resolve potential SPI collisions. SPI values in the range 1–255 are reserved by the (IANA) for future use, while 0 is reserved for local implementation and not transmitted on the wire. In contrast, IKEv2 employs distinct 64-bit SPIs (composed of separate 32-bit initiator and responder values) in its headers to identify IKE SAs for , separate from the 32-bit SPIs used for child SAs handling data protection. This separation prevents overlap, as SPIs apply unidirectionally to traffic flows, whereas IKE SPIs support bidirectional session multiplexing.

SCSI Parallel Interface

The SCSI Parallel Interface (SPI), also known as , is a set of standards defining the physical, electrical, and signaling characteristics for parallel implementations of the (SCSI) protocol, enabling communication between host computers and peripheral devices such as hard disk drives, tape drives, and scanners. Developed primarily for high-performance and environments, SPI supports data transfer across a shared bus, with up to 8 devices in narrower configurations or more in wider variants, using asynchronous or synchronous modes to handle command queuing and error recovery. Unlike later serial SCSI variants, SPI transmits multiple bits simultaneously over conductors, which imposes constraints on cable length and signal integrity due to and . Initial development of SCSI, including its parallel interface, began in the early 1980s under ANSI's X3T9.2 committee, with the first standard (SCSI-1, ANSI X3.131-1986) specifying an 8-bit bus operating asynchronously at up to 1.5 MB/s or synchronously at 5 MB/s over a maximum cable length of 6 meters for single-ended signaling. Subsequent revisions under SCSI-2 (1994) introduced Fast SCSI (10 MB/s) and Wide SCSI (16-bit, doubling throughput), while SCSI-3's SPI family—encompassing SPI (1995), SPI-2 (1998), SPI-3 (2000), SPI-4 (2002), and SPI-5 (2003)—added features like Low Voltage Differential (LVD) signaling for reduced noise, packetized transfers, and speeds up to Ultra320's 320 MB/s with 16-bit width and 80 MHz clocking. These evolutions addressed density and performance needs but retained parallel architecture's inherent limitations, such as termination requirements and device addressing via unique IDs (0-7 or 0-15).
SCSI Parallel VariantMaximum Transfer RateBus WidthKey Features
SCSI-1 (1986)5 MB/s (synchronous)8-bitAsynchronous fallback, single-ended () signaling, 50-pin connector.
Fast SCSI (SCSI-2)10 MB/s8-bitDoubled clock to 10 MHz.
Wide SCSI (SCSI-2)20 MB/s16-bit68-pin high-density connector, supports up to 16 devices.
Ultra SCSI (SPI)20 MB/s (narrow), 40 MB/s (wide)8/16-bit20 MHz clock, improved timing.
Ultra2 (SPI-2)40/80 MB/s8/16-bitLVD/ options, 40 MHz clock, up to 12 meters cable.
Ultra3 (SPI-3)80/160 MB/s8/16-bit Differential mandatory for high speeds.
Ultra320 (SPI-5)160/320 MB/s8/16-bitDouble-edge clocking at 80 MHz, packet protocol, up to 64 bits/cycle burst.
SPI's parallel design facilitated high throughput in its era by data, control, and signals over shared lines, but issues like signal limited external cabling to 25 meters (SE) or 12 meters (LVD), necessitating active termination and careful bus configuration to prevent reflections. Internal implementations often used 68-pin or 80-pin connectors for higher density, with daisy-chaining supported via pass-through signals. By the early 2000s, parallel constraints— including in multi-device topologies and bottlenecks—drove adoption of serial alternatives like (SAS) and , which offer point-to-point connections, longer distances, and easier expansion without skew-related speed reductions. Despite in modern systems, legacy SPI hardware persists in archival and applications where with older arrays or tape libraries is required.

Other uses

Wikipedia sockpuppet investigations

Wikipedia's sockpuppet investigations (SPI) constitute a formal community-driven mechanism to identify and sanction the abusive operation of multiple user accounts by a single individual, primarily to evade editing restrictions, manipulate consensus, or disrupt content development. Established as part of Wikipedia's broader anti-abuse policies, SPI addresses violations of the sockpuppetry prohibition, which mandates that editors maintain one primary account for accountability while permitting legitimate alternate accounts only under strict disclosure rules. Investigations typically arise from user reports suspecting coordinated behavior, such as similar editing patterns or voting irregularities, and rely on technical data like IP addresses, fingerprints, and edit timings to establish links between accounts. The SPI process begins with a report filed by any editor on a dedicated noticeboard, detailing suspected accounts and supporting such as overlapping contributions or behavioral similarities. Trained clerks initially cases, verifying procedural and gathering preliminary , before escalating to checkusers—privileged users authorized to access non-public technical identifiers under Wikipedia's . Checkusers perform limited queries to correlate accounts without revealing personally identifiable information, focusing on patterns like shared dynamic IPs or user-agent strings. Confirmed links result in actions including indefinite blocks, account tagging with templates, or suppression of edits to prevent further disruption. In alone, approximately 2,700 unique suspected sockpuppet cases were reported, highlighting the scale of enforcement efforts. Notable SPI outcomes include the 2013 dismantling of what was then Wikipedia's largest detected sockpuppet network, involving hundreds of accounts used systematically to influence articles on political and biographical topics. This operation, uncovered through persistent cross-checks of edit histories and IP correlations, led to widespread blocks and underscored the resource-intensive nature of combating organized abuse. More recent analyses, such as semantic clustering of edit patterns, have identified persistent puppeteering clusters dating back to at least 2010, often involving banned editors evading restrictions via new personas. Challenges in SPI include the potential for false positives from coincidental similarities, such as shared public usage, necessitating rigorous evidentiary thresholds to avoid erroneous sanctions. Automated detection tools, leveraging on behavioral and linguistic features, have supplemented manual reviews but remain experimental due to accuracy limitations. Critics argue that the process's reliance on volunteer checkusers introduces variability, though oversight by committees and mechanisms aim to mitigate errors. Empirical studies emphasize that while SPI effectively curbs overt , sophisticated puppeteers employing VPNs or proxies continue to pose detection hurdles.

Smart Plug-Ins

Smart Plug-Ins (SPIs) are pre-packaged software modules designed by for Operations, a and , to enable targeted monitoring of IT applications, , and performance metrics. These modules deliver out-of-the-box discovery, event correlation, and alerting capabilities for specific technologies, reducing setup time compared to custom configurations. SPIs operate by integrating with the HP Operations Agent on managed nodes, applying predefined policies to collect data on metrics such as availability, response times, resource utilization, and error rates. For instance, the Oracle Database SPI tracks instance status, tablespace usage, and session activity, generating events for thresholds like high CPU or low free space. Similarly, the Infrastructure SPI monitors UNIX and Linux systems for CPU load, memory, disk I/O, and file systems, supporting versions up to 11.1x on Linux platforms. Deployment involves installing SPIs on the management server from media such as CDs or DVDs, then distributing policies to agents via the console; for example, the Servers SPI installation on requires inserting the Smart Plug-Ins and following platform-specific prompts. SPIs support multi-tier application views, correlating data across components like databases and application servers to identify root causes of outages. In later iterations, such as under Micro Focus Operations Bridge, SPIs transitioned to Management Packs (MPs), which retain core functionality while adding event storm reduction and predictive analytics; this evolution maps specific SPIs, like those for Oracle or infrastructure, to equivalent MPs for ongoing compatibility. Additional SPIs cover domains including Remedy Action Request System for ticketing integration and Data Network Devices for SNMP-based polling of routers and switches.

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