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SpiNNaker

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SpiNNaker (spiking neural network architecture) is a massively parallel , manycore supercomputer architecture designed by the Advanced Processor Technologies Research Group (APT) at the Department of Computer Science, University of Manchester . It is composed of 57,600 processing nodes, each with 18 ARM9 processors (specifically ARM968) and 128 MB of mobile DDR SDRAM , totalling 1,036,800 cores and over 7 TB of RAM. The computing platform is based on spiking neural networks , useful in simulating the human brain (see Human Brain Project ).

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51-413: The completed design is housed in 10 19-inch racks , with each rack holding over 100,000 cores. The cards holding the chips are held in 5 blade enclosures , and each core emulates 1,000 neurons . In total, the goal is to simulate the behaviour of aggregates of up to a billion neurons in real time. This machine requires about 100 kW from a 240 V supply and an air-conditioned environment. SpiNNaker

102-542: A road case approved by the Air Transport Association of America (ATA), sometimes also referred to as a flight case . Road cases typically have plywood sides laminated with polyvinyl chloride (PVC), extruded aluminum edges, steel corners, handles, and latches. Larger cases typically have wheels for easy transport. Road case racks come in different heights based on the 1U standard and different depths. Non-isolated cases simply mount 19-inch mounting posts inside

153-498: A 1.5U server or devices that are just 22.5 or 15 cm in width, allowing for 2 or 3 such devices to be installed side by side, but these are much less common. The height of a rack can vary from a few inches, such as in a broadcast console, to a floor-mounted rack whose interior is 45 rack units (200.2 centimetres or 78.82 inches) high. 42U is a common configuration. Many wall-mounted enclosures for industrial equipment use 19-inch racks. Some telecommunications and networking equipment

204-480: A 19-inch rack. With the prevalence of 23-inch racks in the Telecoms industry, the same practice is also common, but with equipment having 19-inch and 23-inch brackets available, enabling them to be mounted in existing racks. A key structural weakness of front-mounted support is the bending stress placed on the mounting brackets of the equipment, and the rack itself. As a result, 4-post racks have become common, featuring

255-412: A cubic meter. Newer server rack cabinets come with adjustable mounting rails allowing the user to place the rails at a shorter depth if needed. There are a multitude of specialty server racks including soundproof server racks, air-conditioned server racks, NEMA-rated, seismic-rated, open frame, narrow, and even miniature 19-inch racks for smaller applications. Cabinets are generally sized to be no wider than

306-978: A gap of 17.75 inches (450.85 mm), giving an overall rack width of 19 inches (482.60 mm). The posts have holes in them at regular intervals, with both posts matching, so that each hole is part of a horizontal pair with a center-to-center distance of 18.312 inches (465.12 mm). The holes in the posts are arranged vertically in repeating sets of three, with center-to-center separations of 0.5 inches (12.70 mm), 0.625 inches (15.88 mm), 0.625 inches (15.88 mm). The hole pattern thus repeats every 1.75 inches (44.45 mm). Holes so arranged can either be tapped (usually 10-32 UNF thread, or, less often, 6mm metric ) or have square holes for cage nuts . Racks are vertically divided into regions, 44.45 millimetres (1.75 in) in height. Each region has three complete hole pairs on each side. The holes are centered at 6.35 millimetres (0.25 in), 22.25 millimetres (0.88 in), and 38.15 millimetres (1.50 in) from

357-474: A mirrored pair of rear mounting posts. Since the spacing between the front and rear mounting posts may differ between rack vendors and/or the configuration of the rack (some racks may incorporate front and rear rails that may be moved forwards and backward, e.g. APC SX-range racks), it is common for equipment that features 4-post mounting brackets to have an adjustable rear bracket. Servers and deep pieces of equipment are often mounted using rails that are bolted to

408-491: A rack is typically described as rack-mount , rack-mount instrument , a rack-mounted system , a rack-mount chassis , subrack , rack cabinet , rack-mountable , or occasionally simply shelf . The height of the electronic modules is also standardized as multiples of 1.75 inches (44.45 mm) or one rack unit or U (less commonly RU). The industry-standard rack cabinet is 42U tall; however, many data centers have racks taller than this. The term relay rack appeared first in

459-494: A rotary-molded polyethylene outer shell are a lower-cost alternative to the more durable ATA-approved case. These cases are marketed to musicians and entertainers for equipment not subject to frequent transportation and rough handling. The polyethylene shell is not fiberglass reinforced and is not rigid. The shape of small cases is maintained by the rack rails and the cover seal extrusions alone. Larger cases are further reinforced with additional plywood or sheet metal. The outer shell

510-546: A wider folded strip arranged around the corner of the rack. The posts are usually made of steel of around 2 mm thickness (the official standard recommends a minimum of 1.9 mm), or of slightly thicker aluminum . Racks, especially two-post racks, are often secured to the floor or adjacent building structure so as not to fall over. This is usually required by local building codes in seismic zones . According to Telcordia Technologies Generic Requirements document GR-63-CORE, during an earthquake, telecommunications equipment

561-435: Is h = 1.75 n − 0.031 for calculating in inches, and h = 44.45 n − 0.794 for calculating in millimeters. This gap allows a bit of room above and below an installed piece of equipment so it may be removed without binding on the adjacent equipment. Originally, the mounting holes were tapped with a particular screw thread. When rack rails are too thin to tap, rivet nuts or other threaded inserts can be used, and when

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612-401: Is industrial power, control, and automation hardware . Typically, a piece of equipment being installed has a front panel height 1 ⁄ 32 inch (0.031 in; 0.79 mm) less than the allotted number of Us. Thus, a 1U rackmount computer is not 1.750 inches (44.5 mm) tall but is 1.719 inches (43.7 mm) tall. If n is number of rack units, the ideal formula for panel height

663-661: Is a stub . You can help Misplaced Pages by expanding it . 19-inch rack A 19-inch rack is a standardized frame or enclosure for mounting multiple electronic equipment modules. Each module has a front panel that is 19 inches (482.6 mm) wide. The 19 inch dimension includes the edges or ears that protrude from each side of the equipment, allowing the module to be fastened to the rack frame with screws or bolts. Common uses include computer servers , telecommunications equipment and networking hardware , audiovisual production gear, professional audio equipment, and scientific equipment . Equipment designed to be placed in

714-413: Is a large number of computers in a single rack, it is impractical for each one to have its own separate keyboard, mouse, and monitor. Instead, a KVM switch or LOM software is used to share a single keyboard/video/mouse set amongst many different computers. Since the mounting hole arrangement is vertically symmetric, it is possible to mount rack-mountable equipment upside-down. However, not all equipment

765-458: Is a list of the top 10 Telecommunication deals in history ranked by volume: The telecommunications sector has seen a large increase in the recent years. Whereas in 2015 there were 3.3 billion active mobile broadband subscriptions worldwide, in 2020 there were around 7.7 billion. This increase was due, in part at least, to the deployment of 4G LTE . During the COVID-19 pandemic , telecommunications

816-509: Is a tendency for 4-post racks to be 600 mm (23.62 in) or 800 mm (31.50 in) wide, and for them to be 600 mm (23.62 in), 800 mm (31.50 in) or 1,010 mm (39.76 in) deep. This of course varies by manufacturer, the design of the rack and its purpose, but through common constraining factors (such as raised-floor tile dimensions), these dimensions have become quite common. The extra width and depth enables cabling to be routed with ease (also helping to maintain

867-540: Is available in a narrower 10-inch format with the same unit height as a standard 19-inch rack. Frames for holding rotary-dial telephone equipment such as step-by-step telephone switches were generally 11 feet 6 inches (3.51 m) high. A series of studies led to the adoption of frames 7 feet (2.1 m) high, with modular widths in multiples of 1 foot 1 inch (0.33 m)—most often 2 feet 2 inches (0.66 m) wide. Telecommunications industry The telecommunications industries within

918-526: Is being used as one component of the neuromorphic computing platform for the Human Brain Project. On 14 October 2018 the HBP announced that the million core milestone had been achieved. On 24 September 2019 HBP announced that an 8 million euro grant, that will fund construction of the second generation machine, (called SpiNNcloud) has been given to TU Dresden . This computer hardware article

969-411: Is frequently embossed in a self-mating pattern to combat the tendency for stacked cases to deform slightly creating a slope that encourages the upper case to slide off. The cases typically use extruded aluminum bands at the ends of the body with tongue-and-groove mating to like bands for the covers. End covers are typically secured with either a simple draw latch or a rotary cam butterfly latch, named for

1020-473: Is less about voice and increasingly about text ( messaging , email ) and images (e.g. video streaming ). High-speed internet access for computer-based data applications such as broadband information services and interactive entertainment is pervasive. Digital subscriber line (DSL) is the main broadband telecom technology. The fastest growth comes from ( value-added ) services delivered over mobile networks . The telecom sector continues to be at

1071-435: Is mounted via rails (or slides). A pair of rails is mounted directly onto the rack, and the equipment then slides into the rack along the rails, which support it. When in place, the equipment may also then be bolted to the rack. The rails may also be able to fully support the equipment in a position where it has been slid clear of the rack; this is useful for inspection or maintenance of equipment which will then be slid back into

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1122-641: Is still used in legacy ILEC / CLEC facilities. Nineteen-inch racks in two-post or four-post form hold most equipment in enterprise data centers , ISP facilities, and professionally designed corporate server rooms , although hyperscale computing typically use wider racks. They allow for dense hardware configurations without occupying excessive floor space or requiring shelving. Nineteen-inch racks are also often used to house professional audio and video equipment, including amplifiers , effects units , interfaces, headphone amplifiers, and even small-scale audio mixers. A third common use for rack-mounted equipment

1173-409: Is subjected to motions that can over-stress equipment framework, circuit boards, and connectors. The amount of motion and resulting stress depends on the structural characteristics of the building and framework in which the equipment is contained and the severity of the earthquake. Seismic racks rated according to GR-63 , NEBS Requirements: Physical Protection, are available, with Zone 4 representing

1224-400: Is suitable for this type of mounting. For instance, most optical disc players will not work upside-down because the driving motor mechanism does not grip the disc. 19-inch server racks can vary in quality. A standard 19-inch server rack cabinet is typically 42u in height, 600 millimetres (24 in) wide, and 36 inches (914.40 mm) deep. This comprises a volume of 974 L, or just under

1275-562: The Telecommunication Industry with either the acquirer or the target company coming from the Telecommunications sector. In total over 5.712 bil. USD have been spent on M&A between 1985 and 2018 in this industry. There has only been one big M&A wave around 1999 and 2000. In most other industry there are three waves between 1990 and 2018. Since 1999 deal value shrunk by -90.12% and is expected to stagnate in 2018. Here

1326-664: The case. To protect equipment from shock and vibration road rack cases use an inner and outer case. These cases can be isolated by thick layers of foam or may use spring-loaded shock mounting. Touring musicians, theatrical productions and sound and light companies use road case racks. In 1965, a durable fiber-reinforced plastic 19-inch rackmount case was patented by ECS Composites and became widely used in military and commercial applications for electronic deployment and operation. Rackmount cases are also constructed of thermo-stamped composite, carbon fiber , and DuPont 's Kevlar for military and commercial uses. Portable rack cases using

1377-506: The epicenter for growth, innovation, and disruption for virtually any industry. Mobile devices and related broadband connectivity continue to be more and more embedded in the fabric of society today and they are key in driving the momentum around some key trends such as video streaming , Internet of Things (IoT), and mobile payments . Think of telecommunications as the world's biggest machine. Strung together by complex networks , telephones , mobile phones and internet -linked PCs ,

1428-602: The fans. However, some rack equipment has been designed to make fan replacement easy, using quick-change fan trays that can be accessed without removing the cabling or the device from the rack, and in some cases without turning off the device so that operation is uninterrupted during replacement. The formal standards for a 19-inch (482.6 mm) rack are available from the following: A rack's mounting fixture consists of two parallel metal strips (also referred to as posts or panel mounts ) standing vertically. The posts are each 0.625 inches (15.88 mm) wide, and are separated by

1479-594: The front and exhaust on the rear. This prevents circular airflows where hot exhaust air is recirculated through an adjacent device and causes overheating. Although open-frame racks are the least expensive, they also expose air-cooled equipment to dust, lint, and other environmental contamination. An enclosed sealed cabinet with forced air fans permits air filtration to protect equipment from dust. Large server rooms will often group rack cabinets together so that racks on both sides of an aisle are either front-facing or rear-facing, which simplifies cooling by supplying cool air to

1530-423: The front and rear posts (as above, it is common for such rails to have an adjustable depth), allowing the equipment to be supported by four posts, while also enabling it to be easily installed and removed. Although there is no standard for the depth of equipment, nor specifying the outer width and depth of the rack enclosure itself (incorporating the structure, doors and panels that contain the mounting rails), there

1581-413: The front of the racks and collecting hot air from the rear of the racks. These aisles may themselves be enclosed into a cold air containment tunnel so that cooling air does not travel to other parts of the building where it is not needed or mixes with hot air, making it less efficient. Raised or false floor cooling in server rooms can serve a similar purpose; they permit cooling airflow to equipment through

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1632-444: The global system touches nearly all of us. It allows us to speak, share thoughts and do business with nearly anyone, regardless of where in the world they might be. Telecom operating companies make all this happen. Insight Research projected that telecommunications services revenue worldwide would grow from $ 2.2 trillion in 2015 to $ 2.4 trillion in 2019. Of all the customer markets , residential and small business markets are

1683-482: The minimum bend radius for fiber and copper cables) and deeper equipment to be utilized. A common feature in IT racks is mounting positions for zero-U accessories, such as power distribution units (PDUs) and vertical cable managers and ducts, that utilize the space between the rear rails and the side of the rack enclosure. The strength required of the mounting posts means they are invariably not merely flat strips but actually

1734-458: The most demanding environment. GR-3108 , Generic Requirements for Network Equipment in the Outside Plant (OSP), specifies the usable opening of seismic-compliant 19-inch racks. Heavy equipment or equipment that is commonly accessed for servicing, for which attaching or detaching at all four corners simultaneously would pose a problem, is often not mounted directly onto the rack but instead

1785-653: The particular class of equipment to be mounted is known in advance, some of the holes can be omitted from the mounting rails. Threaded mounting holes in racks where the equipment is frequently changed are problematic because the threads can be damaged or the mounting screws can break off; both problems render the mounting hole unusable. Tapping large numbers of holes that may never be used is expensive; nonetheless, tapped-hole racks are still in use, generally for hardware that rarely changes. Examples include telephone exchanges, network cabling panels, broadcast studios and some government and military applications. The tapped-hole rack

1836-523: The posts and allow the rack to be securely attached to the floor and/or roof for seismic safety. Equipment can be mounted either close to its center of gravity (to minimize load on its front panel), or via the equipment's front panel holes. The Relay Racks name comes from early two-post racks which housed telephone relay and switching equipment. Two-post racks are most often used for telecommunication installations. 19-inch equipment that needs to be moved often or protected from harsh treatment can be housed in

1887-418: The rack. Some rack slides even include a tilt mechanism allowing easy access to the top or bottom of rack-mounted equipment when it is fully extended from the rack. Slides or rails for computers and other data processing equipment such as disk arrays or routers often need to be purchased directly from the equipment manufacturer, as there is no standardization on such equipment's thickness (measurement from

1938-401: The rapid growth of the toll network, the engineering department of AT&T undertook a systematic redesign, resulting in a family of modular factory-assembled panels all "designed to mount on vertical supports spaced 19 1 ⁄ 2 inches between centers. The height of the different panels will vary,... but... in all cases to be a whole multiple of 1 + 3 ⁄ 4 inches." By 1934, it

1989-401: The sector of information and communication technology is made up of all telecommunications / telephone companies and internet service providers and plays a crucial role in the evolution of mobile communications and the information society . Traditional telephone calls continue to be the industry's biggest revenue generator, but thanks to advances in network technology , telecom today

2040-424: The shape of the twist handle. There is no standard for airflow and cooling of rack-mounted equipment. A variety of airflow patterns can be found, including front intakes and rear exhausts, as well as side intakes and exhausts. Low-wattage devices may not employ active cooling, but use only passive thermal radiation and convection to dissipate heat. For rack-mounted computer servers, devices generally intake air on

2091-407: The side of the rack to the equipment) or means for mounting to the rail. A rails kit may include a cable management arm (CMA), which folds the cables attached to the server and allows them to expand neatly when the server is slid out, without being disconnected. Computer servers designed for rack-mounting can include a number of extra features to make the server easy to use in the rack: When there

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2142-461: The square-hole rack. Square-hole racks allow boltless mounting, such that the rack-mount equipment only needs to insert through and hook down into the lip of the square hole. Installation and removal of hardware in a square-hole rack is very easy and boltless, where the weight of the equipment and small retention clips are all that is necessary to hold the equipment in place. Older equipment meant for round-hole or tapped-hole racks can still be used, with

2193-618: The standard 24-inch-wide (610 mm) floor tiles used in most data centers. Racks carrying telecom equipment like routers and switches often have extra width to accommodate the many cables on the sides. Four-post racks allow for mounting rails to support the equipment at the front and rear. These racks may be open in construction without sides or doors or may be enclosed by front and/or rear doors, side panels, and tops. Most data centers use four-post racks. Two-post racks provide two vertical posts. These posts are typically heavy gauge metal or extruded aluminum. A top bar and wide foot connect

2244-464: The technology that is mounted within it has changed considerably and the set of fields to which racks are applied has greatly expanded. The 19-inch (482.6 mm) standard rack arrangement is widely used throughout the telecommunications , computing , audio , video , entertainment and other industries, though the Western Electric 23-inch standard , with holes on 1-inch (25.4 mm) centers,

2295-552: The top or bottom of the region. Such a region is commonly known as a U , for unit , RU for rack unit or, in German, HE , for Höheneinheit . Heights within racks are measured by this unit. Rack-mountable equipment is usually designed to occupy some integer number of U. For example, an oscilloscope might be 4U high. Rack-mountable computers and servers are mostly between 1U and 4U high. A blade server enclosure might require 10U. Occasionally, one may see fractional U devices such as

2346-789: The toughest. With hundreds of players in the market, competitors rely heavily on price; success rests largely on brand name strength and investment in efficient billing systems. The corporate market remains the industry's favorite. Big corporate customers are concerned mostly about the quality and reliability of their telephone calls and data delivery while being less price-sensitive than residential customers. Multinationals , spend heavily on telecom infrastructure and premium services like high-security private networks and videoconferencing . Network connectivity can also be provided to other telecom companies by wholesaling circuits to heavy network users like internet service providers and large corporations. Around 24,800 M&A deals have been conducted in

2397-400: The underfloor space to the underside of enclosed rack cabinets. A difficulty with forced air fan cooling in rack equipment is that fans can fail due to age or dust. The fans themselves can be difficult to replace. In the case of network equipment, it may be necessary to unplug 50 or more cables from the device, remove the device from the rack, and then disassemble the device chassis to replace

2448-428: The use of cage nuts made for square-hole racks. Rack-mountable equipment is traditionally mounted by bolting or clipping its front panel to the rack. Within the IT industry, it is common for network/communications equipment to have multiple mounting positions, including tabletop and wall mounting, so rack-mountable equipment will often feature L-brackets that must be screwed or bolted to the equipment prior to mounting in

2499-638: The world of telephony . By 1911, the term was also being used in railroad signaling . There is little evidence that the dimensions of these early racks were standardized. The 19-inch rack format with rack-units of 1.75 inches (44.45 mm) was established as a standard by AT&T around 1922 in order to reduce the space required for repeater and termination equipment in a telephone company central office . The earliest repeaters from 1914 were installed in ad hoc fashion on shelves, in wooden boxes and cabinets. Once serial production started, they were built into custom-made racks, one per repeater. But in light of

2550-474: Was an established standard with holes tapped for 12-24 screws with alternating spacings of 1.25 inches (31.75 mm) and 0.5 inches (12.70 mm) The EIA standard was revised again in 1992 to comply with the 1988 public law 100-418 , setting the standard U as 15.875 mm (0.625 in) + 15.875 mm (0.625 in) + 12.7 mm (0.500 in), making each U 44.45 millimetres (1.75 in). The 19-inch rack format has remained constant while

2601-460: Was first replaced by clearance-hole (Round Hole, Round Unthreaded Holes, and Versa Rail ) racks. The holes are large enough to permit a bolt to be freely inserted through without binding, and bolts are fastened in place using cage nuts . In the event of a nut being stripped out or a bolt breaking, the nut can be easily removed and replaced with a new one. Production of clearance-hole racks is less expensive. The next innovation in rack design has been

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