Abstract: A power loss protection integrated circuit includes a storage capacitor terminal (STR), an autonomous capacitor health check circuit, and a capacitor fault terminal (CF). The capacitor health check circuit autonomously performs periodic capacitor check operations. In a check operation, current is sinked from the STR terminal for a predetermined time and in a predetermined way. If during this time the voltage on the STR terminal STR drops below a predetermined voltage, then a digital signal CF is asserted onto the CF terminal. Immediately following each capacitor check, a charging voltage is driven onto the STR terminal to recharge the external capacitors coupled to the STR terminal. In one example, the integrated circuit further includes a current switch circuit (eFuse) and a buck/boost controller. The capacitor health check circuit is only enabled during normal mode operation of the integrated circuit, and the check circuit disables boost operation during capacitor checks.

Abstract: Examples described herein provide for a boundary logic interface (BLI) to a programmable logic region in an integrated circuit (IC), and methods for operating such IC. An example IC includes a programmable logic region and boundary logic interfaces. The programmable logic region includes columns of interconnect elements disposed between columns of logic elements. The boundary logic interfaces are at respective ends of and communicatively connected to the columns of interconnect elements. The boundary logic interfaces are outside of a boundary of the programmable logic region. A first boundary logic interface (BLI) of the boundary logic interfaces is configured to be communicatively connected to an exterior circuit. The first BLI includes an interface configured to communicate a signal between the exterior circuit and the programmable logic region.

Abstract: A device programming system, and a method of operation thereof, includes: a field programmable gate array unit configured using a programming driver retrieved based on a device type of a first programmable device; and a second programmable device and the first programmable device configured simultaneously using a master image and the field programmable gate array unit.

Abstract: An information processing apparatus having a reconfigurable circuit capable of rewriting a logic circuit includes, a process determination circuit that determines which of a plurality of processes is to be executed, a standby buffer circuit that holds process data to be used in a process waiting for execution among processes determined by the process determination circuit, and a rewrite control circuit that rewrites the current logic circuit written in the reconfigurable circuit to a logic circuit that executes one of the plurality of processes waiting for execution using each of a plurality of process data held in the standby buffer circuit when the amount of process data held in the standby buffer circuit exceeds a first predetermined amount.

Abstract: In accordance with a first aspect of the present disclosure, a method of designing an integrated circuit is conceived, comprising: placing integrated circuit cells that include supply pins in a plurality of predefined rows; determining blocked areas for supply pin extensions; extending the supply pins outside said blocked areas. A corresponding integrated circuit is also provided.

Abstract: A device comprising: at least one partially reconfigurable FPGA; a Network-on-Chip (NoC) comprised in the FPGA; and at least one area on the at least one FPGA operable to house a hardware micro-service (HMS); wherein an HMS image may be loaded onto the area of the at least one FPGA via partial reconfiguration to form a new HMS, and the NoC is operable to forward information to and from the new HMS without the NoC being reloaded.

Abstract: Provided is a programmable logic integrated circuit wherein even if a failure occurs in any resistance-variable element, remedy would be possible and hence the improvement of reliability has been achieved. In a programmable logic integrated circuit comprising resistance-variable elements, when the states of the resistance-variable elements are to be changed according to externally inputted configuration information, a control means uses a reading means to read the states of the respective resistance-variable elements, and then uses a writing means to change only the states of resistance-changing elements that are different from a state indicated by the configuration information.

Abstract: A programmable semiconductor device capable of being selectively programmed to perform one or more logic functions includes a first region, second region, first regional power control (“RPC”), and second-to-first power control connection. The first region, in one embodiment, contains first configurable logic blocks (“CLBs”) able to be selectively programmed to perform a first logic function. The second region includes a group of second CLBs configured to be selectively programmed to perform a second logic function. The first RPC port or inter-chip port which is coupled between the first and second regions facilitates dynamic power supply to the first region in response to the data in the second region. The second-to-first power control connection is used to allow the second region to facilitate and/or control power to the first region.

Abstract: A voltage detector circuit including a ladder selector that includes a first node, a second node and a selector node. The voltage detector circuit also includes a first resistive ladder that includes a first string of resistors coupled between a sensing input node and the first node of the ladder selector and a first set of transistors. An input node of each transistor in the first set of transistors is coupled to a respective intermediate node between two resistors in a subset of resistors in the first string of resistors and an output node of each transistor in the first set of transistors is coupled to a sensing output node. The voltage detector circuit also includes a second resistive ladder that includes a second string of resistors coupled between the sensing input node and the second node of the ladder selector and a second set of transistors.

Abstract: The present techniques generally relate to a method of monitoring for a fault event in a lockstep processing system having a plurality of cores configured to operate in lockstep, the method having: power gating, for a period of time, a subset of cores of the plurality of cores from a first power source and providing power to the subset of cores from a second power source for the period of time; processing, at each of the cores of the plurality of cores, one or more instructions; providing an output from each core of the plurality of cores to error detection circuitry to monitor for the fault event, the output from each core based on or in response to processing the one or more instructions during the period of time.

Abstract: Techniques are disclosed for data manipulation. Data is obtained from a first switching element where the first switching element is controlled by a first circular buffer. Data is sent to a second switching element where the second switching element is controlled by a second circular buffer. Data is controlled by a third switching element that is controlled by a third circular buffer. The third switching element hierarchically controls the first switching element and the second switching element. Data is routed through a fourth switching element that is controlled by a fourth circular buffer. The circular buffers are statically scheduled. The obtaining data from a first switching element and the sending the data to a second switching element includes a direct memory access (DMA). The switching elements can operate as a master controller or as a slave device. The switching elements can comprise clusters within an asynchronous reconfigurable fabric.

Abstract: A hybrid of initial time consuming phase of a Single Directional Dijkstra's Algorithm is embodied on an unclocked CMOS logic chip using a parallelized approach with Asynchronous Digital Logic (ADL). The chip includes a a plurality of addressable configurable cells arranged as a multidimensional orthogonal array. The cell array only executes mathematical operations based on a communication between immediately adjacent cells.

Abstract: An example programmable device includes a configuration memory configured to store configuration data; a programmable logic having a configurable functionality based on the configuration data in the configuration memory; a signal conversion circuit; a digital processing circuit; an endpoint circuit coupled to the signal conversion circuit through the digital processing circuit; wherein the digital processing circuit includes a first one or more digital processing functions implemented as hardened circuits each having a predetermined functionality, and a second one or more processing functions implemented by the configurable functionality of the programmable logic.

Abstract: Various implementations described herein are directed to an integrated circuit with logic circuitry having one or more components. The integrated circuit may include performance sensing circuitry that provides a performance sensing output associated with detecting variation of switching delays of the one or more components forming the logic circuitry. The integrated circuit may include transient sensing circuitry that receives the performance sensing output and provides a transient sensing output for determining stability of operating conditions of the performance sensing circuitry during one or more sampling periods. The transient sensing circuitry may use a finite state machine (FSM) to sense and classify changes in temporal behavior of the transient sensing output.

Abstract: A scannable-latch random access memory (SLRAM) is disclosed. The SLRAM includes two rows of memory cells. The SLRAM includes a functional data input, a scan data input, a first and second functional data outputs, a scan data output, and a scan enable. The functional data input is connected to a first memory cell in a first and second rows of memory cells. The scan data input is connected to the first memory cell in the first or second row of memory cells. The first and second functional data outputs are connected to a last memory cell in the first and second row of memory cells, respectively. The scan data output is connected to the last memory cell in the first or second row of memory cells. The scan enable allows data to be output from the scan data output or the first and second functional data outputs.

Abstract: An integrated circuit receiver is disclosed comprising a data receiving circuit responsive to a timing signal to detect a data signal and an edge receiving circuit responsive to the timing signal to detect a transition of the data signal. One of the data or edge receiving circuits comprises an integrating receiver circuit while the other of the data or edge sampling circuits comprises a sampling receiver circuit.

Abstract: The following description is directed to a configurable logic platform. In one example, a configurable logic platform includes host logic and a plurality of reconfigurable logic regions. Each reconfigurable region can include hardware that is configurable to implement an application logic design. The host logic can be used for separately encapsulating each of the reconfigurable logic regions. The host logic can include a plurality of data path functions where each data path function can include a layer for formatting data transfers between a host interface and the application logic of a corresponding reconfigurable logic region. The host interface can be configured to apportion bandwidth of the data transfers generated by the application logic of the respective reconfigurable logic regions.

Abstract: A computer-implemented design flow can include, within a circuit design for an integrated circuit, determining a portion of the circuit design that is a candidate for implementation as a runtime customizable circuit and determining implementation options for the runtime customizable circuit. The design flow can also include generating, using computer hardware, a description of the circuit design using the runtime customizable circuit to implement the portion of the circuit design and generating, using the computer hardware, program code for an embedded processor coupled to an implementation of the runtime customizable circuit within the integrated circuit. The program code is usable by the embedded processor to parameterize the runtime customizable circuit to create a specific instance of the runtime customizable circuit.

Abstract: An integrated circuit comprising a plurality of multiply-accumulator circuitry interconnected in a concatenation architecture. Each multiply-accumulator circuitry includes first and second MAC circuits and a load-store register. The first MAC circuit includes a multiplier to multiply first data by a first multiplier weight data and generate a first product data, and an accumulator to add first input data and the first product data to generate first sum data. The second MAC circuit includes a multiplier to multiply second data by a second multiplier weight data and generate a second product data, and an accumulator, coupled to the multiplier of the second MAC circuit and the accumulator of the first MAC circuit, to add the first sum data and the second product data to generate second sum data. The load-store register is coupled to the accumulator of the second MAC circuit to temporarily store the second sum data.

Abstract: Multi-level hierarchical routing matrices for pattern-recognition processors are provided. One such routing matrix may include one or more programmable and/or non-programmable connections in and between levels of the matrix. The connections may couple routing lines to feature cells, groups, rows, blocks, or any other arrangement of components of the pattern-recognition processor.

Abstract: A circuit for configuring function blocks of an integrated circuit device is described. The circuit comprises a processing system; a peripheral interface bus coupled to the processing system; and a function block coupled to the peripheral interface bus, the function block having programming registers and a function block core; wherein the programming registers store data determining a functionality of the function block core and comprise programming control registers enabling a configuration of the function block core using the data. A method of configuring function blocks of an integrated circuit device is also described.

Abstract: An information processing apparatus includes: a reconfiguration device which can change a circuit configuration through a dynamic partial reconfiguration; and a controller which controls a circuit arrangement in the reconfiguration device, in which when a processing circuit related to a new task is arranged in the reconfiguration device, the controller determines a circuit assignment of a processing circuit related to an existing task in execution and the processing circuit related to the new task with respect to an area as a result of combining an area used for the processing circuit related to the existing task in execution and a space area, based on a predicted end time of the processing of the respective tasks, and arranges the processing circuits related to the respective tasks in the reconfiguration device in accordance with the determined circuit assignment.

Abstract: A multiphase parallel digital current (DC) to DC converter (DCDC) circuit includes a loop operational amplifier (EA) unit, N output-stage circuit units, and M drive units, where a drive unit corresponds to at least one output-stage circuit unit including a comparator (COMP) and a power stage circuit, an output end of the loop operational amplifier EA unit is connected to an input end of the drive unit, an output end of the drive unit is connected to an input end of a COMP in a corresponding output-stage circuit unit, and an output end of the COMP is connected to an input end of a power stage circuit in the same output-stage circuit unit, and an input end of the loop operational amplifier EA unit is connected to output ends of all the power stage circuits.

Abstract: Examples generally relate a programmable device having a unified programmable computational memory (PCM) and configuration network. In an example, a programmable device includes a die that includes a PCM integrated circuit having a PCM tile. The PCM tile includes a configuration memory (CM) and combinational logic (CL). The CM is capable of storing configuration data received via a node in the PCM tile. The CL is configured to receive internal control signal(s) and first and second input signals and to output a result signal. The CL is capable of outputting the result signal resulting from a logic function that is responsive to the internal control signal(s) and a signal of a group of signals including the first and second input signals. The CL is configured to receive the first input signal via the node in the PCM tile.

Abstract: Apparatus and method relate generally to a configuration engine. In one such configuration engine for a programmable circuit, a frame counter includes a cascade of frame incrementer circuits associated with columns for a row of circuit blocks. Each frame incrementer circuit is configured to provide frame sums for frames associated with the circuit blocks. The frame counter is configured to sequentially add the frame sums for the columns to provide corresponding frame totals respectively for circuit types of the circuit blocks. A termination circuit is configured to multiplex the frame totals onto a data bus. A row controller is configured to initiate the frame counter and to selectively access the frame totals provided to the data bus.

Abstract: The disclosed technology concerns methods, apparatus, and systems for designing and generating networks-on-chip (“NoCs”), as well as to hardware architectures for implementing such NoCs. The disclosed NoCs can be used, for instance, to interconnect cores of a chip multiprocessor (aka a “multi-core processor”). In one example implementation, a wire-based routerless NoC design is disclosed that uses deterministically specified wire loops to connect the cores of the chip multiprocessor. The disclosed technology also comprises network interface architectures for use in an NoC. For example, a core can be equipped with a low-area-cost interface that is deadlock-free, uses buffering sharing, and provides low latency.

Abstract: In some example embodiments a logical block comprising twelve inputs and two six-input lookup tables (LUTs) is provided, wherein four of the twelve inputs are provided as inputs to both of the six-input lookup tables. This configuration supports efficient field programmable gate array (FPGA) implementation of multipliers. Each six-input LUT comprises two five-input lookup tables (LUT5s) that are used to form Booth encoding multiplier building blocks. The five inputs to each LUT5 are two bits from a multiplier and three Booth-encoded bits from a multiplicand. By assembling building blocks, multipliers of arbitrary size may be formed.

Abstract: Integrated circuits with specialized processing blocks are provided. A specialized processing block may include one real addition stage and one real multiplier stage. The multiplier stage may simultaneously feed its output to the addition stage and directly to an adjacent specialized processing block. The addition stage may also produce sum and difference outputs in parallel. A group of four such specialized processing blocks may be connected in a chain to implement a radix-2 fast Fourier transform (FFT) butterfly. Multiple radix-2 butterflies may be stacked to form yet higher order radix butterflies. If desired, the specialized processing block may also be used to implement a complex multiply operation. Three or four specialized processing blocks may be chained together and along with one or more adders outside the specialized processing blocks, real and imaginary portions of a complex product can be generated.

Abstract: A device includes a platform implemented in programmable circuitry of the device. The platform is configured to communicate with a host data processing system. The device includes a first partial reconfiguration region implemented in the programmable circuitry and coupled to the platform. The first partial reconfiguration region is reserved for implementing user-specified circuitry. The device includes timing insulation circuitry implemented in the programmable circuitry and configured to isolate timing of signals passing between the platform and the first partial reconfiguration region.

Abstract: A circuit that includes a plurality of array cores, each array core of the plurality of array cores comprising: a plurality of distinct data processing circuits; and a data queue register file; a plurality of border cores, each border core of the plurality of border cores comprising: at least a register file, wherein: [i] at least a subset of the plurality of border cores encompasses a periphery of a first subset of the plurality of array cores; and [ii] a combination of the plurality of array cores and the plurality of border cores define an integrated circuit array.

Abstract: The present invention provides a hybrid programmable logic device which includes a programmable field programmable gate array logic fabric and a many-core distributed processing subsystem. The device integrates both a fabric of programmable logic elements and processors in the same device, i.e., the same chip. The programmable logic elements may be sized and arranged such that place and route tools can address the processors and logic elements as a homogenous routing fabric. The programmable logic elements may provide hardware acceleration functions to the processors that can be defined after the device is fabricated. The device may include scheduling circuitry that can schedule the transmission of data on horizontal and vertical connectors in the logic fabric to transmit data between the programmable logic elements and processor in an asynchronous manner.

Abstract: A transmission apparatus includes a logic circuit for performing a predetermined process, and outputting a logic output signal depending on the process, an open-drain signal generation circuit, connectable at an input terminal to the logic circuit and at an output terminal to a pull-up resistor, and a transmission path failure determination circuit for determining whether there is a failure in a transmission path which transmits a signal outputted from the logic circuit via the open-drain signal generation circuit, wherein the transmission path failure determination circuit includes an edge waveform information obtaining circuit for obtaining edge waveform information indicating a waveform of at least one of a rising edge and a falling edge of an application signal, and a failure determination circuit for determining whether the edge waveform information satisfies a predetermined condition, and outputting a failure signal indicating that there is a failure in the transmission path.

Abstract: In some examples of the disclosure, a parameter override mechanism may include a variable length configuration data table with entries for specific models of memory devices. The configuration data table entries may include override parameters for different memory devices and may be dynamically updated with new entries and modifications of existing entries. The parameter override mechanism may be configured to automatically detect a model of memory device and select a corresponding configuration data table entry based on the detected model of memory device or restrict the use of a configuration data table entry based on the detected model of memory device.

Abstract: The present invention is directed to a method for booting a system-on-chip (SoC) including the steps of directly executing a boot software from an on-chip magnetic random access memory (MRAM) residing on a same semiconductor as the SoC; storing an operating system (OS) software and an application software on an external MRAM; directly executing the operating system software from the external MRAM by the SoC without loading the operating system into a volatile memory; directly executing the application software from the external MRAM by the SoC, wherein the external MRAM is coupled to the SoC and is configured for permanently storing the operating system software and the application software.

Abstract: In an embodiment of the invention, an apparatus comprises: a non-volatile memory device; a complex programmable logic device (CPLD) coupled to the non-volatile memory device; a field programmable gate array (FPGA) coupled to the CPLD; and a host coupled to the FPGA; wherein the apparatus triggers a switch of an FPGA image in the FPGA to another FPGA image. In another embodiment of the invention, a method comprises: triggering, by an apparatus, a switch of an FPGA image in a field programmable gate array (FPGA) to another FPGA image; herein the apparatus comprises: a non-volatile memory device; a complex programmable logic device (CPLD) coupled to the non-volatile memory device; the field programmable gate array (FPGA) coupled to the CPLD; and a host coupled to the FPGA.

Abstract: Techniques to operate circuitry in an integrated circuit are provided. The circuitry may include rate detection circuitry, receiver circuitry, and configuration circuitry. The receiver circuitry may receive a data stream with an arbitrary data rate. The rate detection circuitry may receive a reference clock signal that is associated with the received data stream. The rate detection circuitry determines the frequency of the reference clock signal such that an appropriate clock signal may be generated for the receiver circuitry. The receiver clock signal may be generated by clock generation circuitry that is coupled to the rate detection circuitry. The configuration circuitry may accordingly configure the receiver circuitry based at least on the determined frequency of the reference clock signal so that the receiver circuitry may operate at the arbitrary data rate.

Abstract: A method of configuring a programmable integrated circuit device. A channel source within the virtual fabric is configured to receive input data from a first kernel outside of the virtual fabric and on the programmable integrated circuit device, and a channel sink within the virtual fabric is configured to transmit output data to the first kernel. The configuring of the channel source is modified such that the channel source receives input data from a second kernel in response to detecting a change in operation of the programmable integrated circuit device.

Abstract: A two-terminal stochastic switch is disclosed. The switch includes a magnetic tunnel junction (MTJ) stack, an access switch controlled by a first terminal and coupled to the MTJ stack, such that when the access switch is on, electrical current flows from a first source coupled to the MTJ stack, through the MTJ stack, and through the access switch to a second source, and a digital buffer coupled to the MTJ stack and the access switch which is configured to transform an analog signal associated with a voltage division across the MTJ stack and the access switch to a digital signal, output of the digital buffer forming a second terminal.

Abstract: A disclosed apparatus to access a nonvolatile memory includes a physical geometry selector to select a first assumed physical geometry of a nonvolatile memory from among a plurality of assumed physical geometries supported by a memory controller, an information supplier to supply information about the first physical geometry to a set of registers, and a boot up controller to cause the memory controller to access data in the nonvolatile memory. The memory controller to access data in the nonvolatile memory uses the information supplied to the set of registers. Example disclosed apparatus further include a feedback input to receive feedback from the memory controller.

Abstract: A system and apparatus can include a first port configured to support a first link width; a second port configured to support a second link width, the second link width different from the first link width; and physical layer logic to receive from the first port a first data block arranged according to the first link width and frequency; create at least one second data block arranged according the second link width and frequency, the at least one second data block including data bytes from the first data block arranged sequentially in the at least one second data block; and transmit the at least one second data block to the second port.

Abstract: Systems and methods for adding a logic layer between FPGA I/O and the core logic of the FPGA. With the extra layer, users can monitor and/or modify the I/O to the FPGA. In addition, users can monitor and/or modify input/output to the core logics of the FPGA, thereby filtering both I/O to the FPGA and the logic blocks of the FPGA. With the filtering in place, a non-intrusive digital scope can be implemented which can, in turn, be used to create a “black box” regarding FPGA I/O during the occurrence of the catastrophic events within the system.

Abstract: Circuitry is provided that includes programmable fabric with fine-grain routing wires and a separate programmable coarse-grain routing network that provides enhanced bandwidth, low latency, and deterministic routing behavior. The programmable coarse-grain routing network may be implemented on an active interposer die. The programmable fabric may be implemented on a top die that is stacked on the active interposer die. A protocol-based network on chip (NoC) may be overlaid on the coarse-grain routing network. Although the NoC protocol is nondeterministic, the coarse-grain routing network includes an array of programmable switch boxes linked together using a predetermined number of routing channels to provide deterministic routing. Pipeline registers may be interposed within the routing channels at fixed locations to guarantee timing closure.

Abstract: A method for the transmission of data via an Inter Communication Link (ICL) to a receiver unit is provided. The method identifies data to be transmitted in a memory cell of a data storage. The method continues by extracting the address of the memory cell and extracting the data word from the identified data. The method continues by calculating a CRC (cyclic redundancy check) checksum from the extracted address of the memory cell and the extracted data word. The method continues by generating a data packet to be sent by appending a start frame delimiter and a stop frame delimiter to the extracted address of the memory cell, the extracted data word and the calculated CRC checksum. The method continues by sending the data packet.

Abstract: A graph-based program specification specifies at least a partial ordering among a plurality of tasks represented by its nodes. Executing a specified program includes: executing a first subroutine corresponding to a first task, including a first task section for performing the first task; storing state information indicating a state of the first task selected from a set of possible states that includes: a pending state in which the first task section is waiting to perform the first task, and a suppressed state in which the first task section has been prevented from performing the first task; and executing a second subroutine corresponding to a second task, including a second task section for performing the second task, and a control section that controls execution of the second task section based at least in part on the state of the first task indicated by the stored state information.

Abstract: A system includes a crosspoint switch in the local data collection system having multiple inputs and multiple outputs including a first input connected to the first sensor and a second input connected to the second sensor. A first and second output are configured to be switchable between a condition in which the first output is configured to switch between delivery of the first sensor signal and the second sensor signal and a condition in which there is simultaneous delivery of the first sensor signal from the first output and the second sensor signal from the second output. Each input is configured to be individually assigned to any of the outputs. Unassigned outputs are configured to be switched off producing a high-impedance state. The local data collection system is configured to manage data collection bands and includes a neural net expert system using intelligent management of the data collection bands.

Abstract: A field programmable gate array (FPGA) includes: a first logic block having a first lookup table; and a second logic block having a second lookup table, wherein the first logic block is coupled to the second logic block, in which the first logic block is configured to pass, upon a clock cycle of the FPGA, data about a lookup table configuration stored in the first lookup table to the second logic block.

Abstract: Some embodiments include a method of communication between a master device and N slave devices on a synchronous data bus. The method includes selecting a slave device from among the N slave devices using a selection channel, where the master device and the N slave devices are coupled in series through the selection channel. The method also includes transmitting data between the master device and the selected slave device using a transmission channel, where the master device and the N slave devices are coupled in parallel through the transmission channel.

Abstract: A logic device includes: a function block and a configuration block. The function block is configurable to perform operations associated with a plurality of operation modes. The configuration block is configured to configure the function block to perform an operation associated with any one of the plurality of operation modes. The logic device also includes a controller configured to control the configuration block so that the function block is configured to perform the operation.

Abstract: VLSI layouts of generalized multi-stage and pyramid networks for broadcast, unicast and multicast connections are presented using only horizontal and vertical links with spacial locality exploitation. The VLSI layouts employ shuffle exchange links where outlet links of cross links from switches in a stage in one sub-integrated circuit block are connected to inlet links of switches in the succeeding stage in another sub-integrated circuit block so that said cross links are either vertical links or horizontal and vice versa. Furthermore the shuffle exchange links are employed between different sub-integrated circuit blocks so that spacially nearer sub-integrated circuit blocks are connected with shorter links compared to the shuffle exchange links between spacially farther sub-integrated circuit blocks. In one embodiment the sub-integrated circuit blocks are arranged in a hypercube arrangement in a two-dimensional plane.

Abstract: Systems and methods provide an extensible, multi-stage, realtime application program processing load adaptive, manycore data processing architecture shared dynamically among instances of parallelized and pipelined application software programs, according to processing load variations of said programs and their tasks and instances, as well as contractual policies. The invented techniques provide, at the same time, both application software development productivity, through presenting for software a simple, virtual static view of the actually dynamically allocated and assigned processing hardware resources, together with high program runtime performance, through scalable pipelined and parallelized program execution with minimized overhead, as well as high resource efficiency, through adaptively optimized processing resource allocation.