The present invention is in the field of digital processors, and pertains more particularly to such devices capable of executing multiple processing streams concurrently, which are termed multi-streaming processors in the art.
Multi-streaming processors capable of processing multiple threads are known in the art, and have been the subject of considerable research and development. The present invention takes notice of the prior work in this field, and builds upon that work, bringing new and non-obvious improvements in apparatus and methods to the art. The inventors have provided with this patent application an Information Disclosure Statement listing a number of published papers in the technical field of multi-streaming processors, which together provide additional background and context for the several aspects of the present invention disclosed herein.
For purposes of definition, this specification regards a stream in reference to a processing system as a hardware capability of the processor for supporting and processing an instruction thread. A thread is the actual software running within a stream. For example, a multi-streaming processor implemented as a CPU for operating a desktop computer may simultaneously process threads from two or more applications, such as a word processing program and an object-oriented drawing program. As another example, a multi-streaming-capable processor may operate a machine without regular human direction, such as a router in a packet switched network. In a router, for example, there may be one or more threads for processing and forwarding data packets on the network, another for quality-of-service (QoS) negotiation with other routers and servers connected to the network and another for maintaining routing tables and the like. The maximum capability of any multi-streaming processor to process multiple concurrent threads remains fixed at the number of hardware streams the processor supports. A multi-streaming processor operating a single thread runs as a single-stream processor with unused streams idle. For purposes of the present specification a stream is considered an active stream at all times the stream supports a thread, and otherwise inactive.
As described above and in the papers provided by IDS in the present case, superscalar processors are also known in the art. This term refers to processors that have multiples of one or more types of functional units, and an ability to issue concurrent instructions to multiple functional units. Most central processing units (CPUs) built today have more than a single functional unit of each type, and are thus superscalar processors by this definition. Some have many such units, including, for example, multiple floating point units, integer units, logic units, load/store units and so forth. Multi-streaming superscalar processors are known in the art as well.
The inventors have determined that there is a neglected field in the architecture for all types of multi-streaming processors, including, but not limited to the types described above: The neglected field is that of communications between concurrent streams and types of control that one active stream may assert on another stream, whether active or not, so that the activity of multiple concurrent threads may be coordinated, and so that activities such as access to functional units may be dynamically shared to meet diverse needs in processing.
Accordingly, what is clearly needed in the art is apparatus and methods for more sophisticated interstream control and communication in all processor architectures that support multi-streaming or multi-threading, including but not limited to superscalar processors and processors that interleave instructions. The present invention teaches such apparatus and methods, which are disclosed below in enabling detail. Significant added flexibility, efficiency, and robustness are provided to multistream processor architectures and the ability to handle time-critical threads is enhanced at relatively low cost in the number of additional gates for implementation, as well as considerable additional benefits.
To address the above-detailed deficiencies, it is an object of the present invention to provide a multi-streaming processor having an instruction cache, an instruction scheduler, a plurality of register files, and an inter-stream control bit-map. The instruction cache provides instructions from multiple threads to a plurality of streams. The instruction scheduler is coupled to the plurality of streams and dispatches the instructions to functional resources. The plurality of register files are coupled to the functional resources and store thread contexts associated with the plurality of streams. The inter-stream control bit-map is coupled to the functional resources and stores bit combinations associated with the plurality of streams, the bit combinations defining inter-stream control. In one embodiment, at least one of the plurality of streams alters the bit combinations associated with another one of the plurality of streams.
Multiple active streams operating in the same processor are often related by the nature of the threads supported. Advantages may be gained, therefore, if a thread running in one stream (an active stream) is enabled to initiate and/or control functions of one or more other active streams. Active streams may share work on the same task and may therefore need efficient methods of passing data. One active stream may temporarily require exclusive use of certain processing resources or of total throughput. Such an active stream needs a way of asserting its particular claims, while allowing other active streams to continue operating as efficiently as possible with fewer resources. These are issues in all multi-streaming processors. In this concept and the descriptions that follow, it is well to remember again that by an active stream is a stream that is running a particular thread, and also that a thread context is associated with an active stream by a register file. Multi-streaming processors, as described in priority document Ser. No. 09/216,017, have physical stream resources for concurrently executing two or more instruction threads, and multiple register files as well. The present invention applies to all such processors and also to processors that may accomplish multi-streaming in other ways. In various embodiments of the present invention a set of editable characteristics is kept for active streams, and these characteristics regulate the forms of control that may be exercised by other active streams over that particular stream. These editable characteristics may take any one of several forms in different embodiments, by convenience or for special reasons. In preferred embodiments the editable characteristics are implemented in silicon on the processor chip, as this arrangement allows very quick access in operation. The invention, however, is not thus limited, and such characteristics may be stored and editable in other ways. The editable characteristics may also be mapped as stream-specific or context-specific in different situations and embodiments.
In one exemplary embodiment a bit-map is maintained wherein individual bits or binary values of bit combinations are associated with individual streams and assigned particular meaning relative to inter-stream communication and control, indicating such things as supervisory hierarchy among streams at any particular time, access of each stream to processor resources and state control for Master Stream, Enable and Disable modes, and Sleep modes, which are described in further detail below.
In the bit-map described above, some supervisory control bits regulate the forms of control that any other active stream may exercise over each individual active stream. Active streams may, within carefully defined limits, set and reset their own control bits, and other active streams with appropriate permission may also do so. A master thread, at any point in time, may run in a stream, which is then designated a Master Stream while running a Master Thread, and a Master Stream has complete control over slave streams, and may at any time override the control bits of the slave streams. If there is more than one Master stream running, each may have different designated slave streams. With appropriate control settings, active streams may act as supervisors of other active streams, temporarily (typically) controlling their execution and communicating with them. Further, a Master Stream has, and supervisor streams may have, control over what processing resources active slave streams may use, either directly or by modifying a stream's priorities.
In this embodiment a unique inter-stream control bit-map 115 stores individual bits, and in some cases binary values of bit combinations, associated with individual streams and assigned particular meaning relative to inter-stream communication and control, as introduced above. A shared system bus 113 connects the instruction and data caches. The diagram shown is exemplary and general, and the skilled artisan will recognize there are a number of variations which may be made. The importance for the present purpose is in the multiplicity of streams adapted to support a multiplicity of threads simultaneously.
It was described above that Inter-stream control bitmap 115 is a reference repository of control settings defining and configuring Inter-stream control. In this reference single bits in some instances, and binary values represented by two or more bits in other instances, define such things as priorities of an active stream for shared system resources, fixed resource assignment to particular streams, and control hierarchy among active streams. Specific control characteristics in one exemplary embodiment are described below.
In one aspect of control in this embodiment of the present invention, an active stream is enabled to set and edit control reference data unique to that stream. In another aspect one stream may alter the control reference data for other streams. In the latter aspect each particular stream may control which other streams may edit which control data for the particular stream.
The first column from the left in
An example of a situation wherein stream 0 might grant access to one or more streams to edit its own control data configuration would be in the case that stream 0 is running a very low priority thread, or is not running a thread at all, and is simply available for a new thread.
The second column in
The next bit column is labeled priorities, and a logical 1 in this column for a stream indicates that stream 0 grants another stream permission to set priorities for stream 0. In the instant case stream 0 does not allow any other stream to set its priorities. Priorities are typically set in embodiments of the invention to indicate access to processor resources. The next bit column is labeled interrupts, and means that another stream may interrupt stream 0. In the instant case stream 2 is granted the interrupt privilege.
It should be clear to the skilled artisan, given the teachings of this specification, that there are a variety of revisions that might be made in the matrix shown, and the meaning of specific columns. It should also be clear that the matrix illustration is exemplary, and the bits described could as well be individual bits in a two-byte register, as long as the convention is kept as to which bits relate to which streams and to which control functions and resources.
In preferred embodiments of the present invention inter-stream control is described for multi-streaming, super-scalar processors, meaning processors that have multiple streams and also multiple functional resources. Such a processor may have, for example, several integer processing units, several floating point processing units, several branch units, and so on. The inter-stream control configuration indicated by bitmap 115 (
In some cases, rather than relying on a fixed assignment and division of resources in a superscalar processor, better results may be obtained by assigning resources by priority to streams, or by a mixture of assignment for some resources and priority management for others. By fixed assignment is simply meant that for a period of time, as shown in
In
The second row from the top in
The lower three rows of the priority level settings for stream 0 in
At the point in time illustrated stream 0 has a seven (highest) priority for integer units, a priority level of four for floating point units, and a priority level of three for branch units. These settings are exemplary, and there may well be, in alternative embodiments, priorities maintained for other processor resources. In various embodiments of the invention temporarily fixed resource assignments may be used exclusively, in others priority may be used exclusively, and in still others, a mixture of the two. Resource priority means that in a case of contention for a resource, the active stream with the highest priority will claim the resource.
In this embodiment of the invention other control bits are used to indicate control hierarchy and state.
A Master stream is a Master stream by virtue of running a Master thread, and an active Master stream has complete access and control over other streams, which are slave streams to the Master. It is not necessary that any stream grant the Master stream permission to edit control configuration. A Master stream may have a variety of duties, one of which, in preferred embodiments, is initial setup of a multi-streaming processor. On startup and reset in a system utilizing a processor according to an embodiment of this invention, a Master stream will typically be called at some point in the boot process, and will act for example to set initial priorities for streams, to set supervisory bits, and to start specific threads in specific streams. These duties can and will vary from system to system, as, in some cases some default settings may be made by executing specialized BIOS code, and a Master thread may be called for further setup duties, and so on.
After startup a Master thread need not typically remain executing in a stream of the processor. The Master stream, having accomplished its ends, may set another thread to start in the stream it occupies, then retire, or may simply retire, leaving an inactive stream available for use by another active stream to execute such as an interrupt service routine, a utility function of another sort, and the like. A Master thread may be recalled after retiring for a number of reasons. For example, a contention for resources may require the Master for resolution, or an interrupt or exception may require the Master stream for resolution. It will also be apparent to the skilled artisan that the Master stream in some systems may be running the Operating System or a portion thereof, or a routine loaded and active with a system BIOS, and the like. In some systems according to embodiments of the invention, all inter-stream control functions may be disabled, allowing the processor to run just as a processor without the control capabilities taught herein.
In some embodiments there may be certain fixed functionality. For example, a processor according to the invention may be hard-wired to make one stream always the Master stream, and no other. By hard-wired is meant that certain functionality is preset by the hardware resources implemented in silicon devices and their connections. Specific assignments of other threads to specific streams may also be set. In such cases, specific resource priorities and/or assignments may also be set, or any other of the inter-stream functionalities taught herein. Such pre-setting will be highly desirable for highly dedicated system applications, such as, for example, network routers and the like.
It will be apparent to the skilled artisan, following the teaching herein, that there will be a number of ways that control data may be represented, stored, and accessed. The illustrations provided herein are exemplary. In a preferred embodiment the control data map is implemented in silicon devices directly on the processor chip. This arrangement is preferred because, among other things, access to the control data is fast. In some embodiments, however, a control bitmap may be in any accessible memory device in a system, such as in an otherwise unused portion of RAM, or even on such as a flash card memory.
The concept and existence of a Master thread in a system according to an embodiment of the present invention has been discussed above. All other threads are slaves to a Master thread, so all active streams other than one Master stream are slave streams to the Master. There are, however, other levels of control other than Master and slave. Specific streams may be granted supervisory control, and be expected to exercise supervision responsibilities over other streams, as may be inferred from the teaching above. The state of supervisory bits in the embodiments of the present invention, described above reflects the granularity of supervisory control.
It was described above that a Master thread may pursue such ends as initial setup and loading of threads into streams, and may return to resolve conflicts and exceptions. Just as in any other processor system, however, the overall system function is to execute one or more applications. In a general-purpose computer there may be many applications, and the uses of the computer are similarly many. One may browse the Internet, send and receive e-mails, make drawings, process photographs, compose word documents, and much more. Typically each application is dedicated to particular functions, and application threads, as applications are called, occupy one or more of the streams of the processor.
In more dedicated systems, such as, for example, a data router in a packet data network, there are relatively fewer applications, and the functions of the machine are typically ordered in some fashion other than user-initiated. In a data router, for example, the functions may be called according to characteristics of data received to be processed and forwarded.
In one aspect of the invention software is specifically enhanced to take maximum advantage of the new and unique control functions of a multi-streaming processor according to embodiments of the invention, although this is not required in all embodiments. Also, some software executing on a processor may be enhanced according to embodiments of this invention, and other software may not. Typically, there will be at least an operating system or Master thread, or both, with specific code to cooperate with the new control and status functions built into a multi-streaming processor according to embodiments of the invention.
Given the control data resources and functions described above with reference to
Given the descriptions and exemplary architecture described above, there are a broad variety of inter-stream communications and control functions that may now be performed that were not available prior to the present invention. For example, any one active stream may manipulate its own resource allocation and priority according to its needs, which will relate closely to the nature of the thread running in the stream, and the nature of other threads available to run or actually running in other streams. Also an active stream may start, enable, disable, interrupt, branch and join other streams with prior knowledge of possible repercussions, because each active stream may check the control data settings for other streams. The enormous advantage provided is an ability to maximize real-time efficiency rather than simply use of processor resources. That is, system goals may now be addressed. Processors have historically been designed to maximize processor resources, in an often incorrect assumption that to do so necessarily addresses system goals as well. It is easy to understand, however, that a multi-streaming processor may be fully engaged efficiently accomplishing low-priority tasks, while higher priority tasks receive inadequate attention, and therefore does not adequately address system goals.
In embodiments of the present invention one active stream, running a thread (application) that may need or be enhanced by another thread running in parallel, may call the subservient thread and start it an available stream. An example is a WEB browser accessing a WEB page having an MPEG video clip. The browser, running in one stream of a processor according to an embodiment of the present invention may call an MPEG player to run in an available stream. The state of the data control bits and values will guide the browser stream in selecting a stream for the MPEG player. The browser may not, for example, co-opt an active stream running a thread having a higher priority. It may, however, co-opt a stream that has set its control data bits that it may at any time be interrupted.
Operation in this embodiment can be illustrated by following a sequence of operations to accomplish a typical task, such as forking a new thread. Threads can fork other threads to run in different streams. For example an operating system may wish to fork an application program, or an application may need to fork a sub-task or thread. A thread encountering an exception may fork a process to handle it.
A preferred method in an embodiment of the invention for fork and join operations is shown in
To initialize stream 2 to run the new thread, active stream 1 loads the assigned stream's program counter with the address of the first instruction in the new thread and loads other components of the new thread's context into appropriate elements of processor resources in step 204 and sets the priority map for stream 2 in step 205. Stream 1 may also set supervisory control bits 107 for stream 2 in step 206. (Alternatively, the new thread, running in stream 2, may set the bits after step 208.) Stream 2 must have its supervisory control bits set to allow the supervisor thread to act as its supervisor and the supervisory control bits of the supervisor must be set to allow the controlled thread to interrupt it. When these initializing steps are done, the supervising thread starts the new thread in stream 2 in step 207. Alternatively, stream 2 may be put in sleep mode, waiting on an internal or external event. The new thread starts running in stream 2 in step 208. In steps 209 and 210 both streams run independently and concurrently until a join is required. In this example, it is assumed that the thread running in stream 1 finishes first.
When the supervisor thread needs to join the forked thread, it checks first to see if the forked thread is still running. If so, it executes an instruction at step 211 that puts itself to sleep, setting the sleep bit in stream control bits 118, and then waits for a join software interrupt from the forked thread. The forked thread sends a join interrupt in step 212 and the supervisor thread receives the interrupt and wakes in step 213. The supervisor completes the join operation in step 214. Finally the forked thread ends in step 215, freeing its stream for use by another thread.
As shown in
The RTU does the context switch in step 302. When the RTU is done loading the new stream's context, it can make the freshly loaded register file active and start the new stream in step 208, again, independently of the supervisor stream. Step 207 of
The embodiments described above are exemplary of many embodiments that may be implemented within the scope of the present invention. Those skilled in the art will recognize that the powerful architectural concepts taught for the first time herein may be applied to many types of processors, including but not limited to single-chip systems, microprocessors, controllers, routers, digital signal processors (DSPs), routing switches and other network devices, and processors designed for other special uses. The teachings of this invention may be practiced in conjunction with processors of any size, from simple one-chip complete systems to complex supercomputer processors. The invention may be realized in simple and highly dedicated form for small systems or in complex, sophisticated form for large systems. By defining and enabling master and supervisor streams to control the utilization of resources of slave streams, a processor can be dynamically configured to meet the requirements of particular software and software mixes, to meet strict timing requirements for example. Streams can, for example, be guaranteed a certain percentage of overall processor throughput, or a percentage utilization of particular resources or classes of resources. Thus the new architecture allows balancing the optimization of the execution of particular threads along with efficient use of processing resources.
As a further example of the use of priorities, consider a router for use in a packet-data network embodying a processor according to
Another example of the use of priorities may also be illustrated by a data router system. Consider such a system having four streams, wherein one or more threads are available to streams for processing data packets. Assume that contexts have been loaded to register files and associated with streams to start a thread in each of the four streams to process arriving data packets.
As is known in the art of data routers not all data packets are equal. Some packets need only be forwarded as received. Others may need to be restructured into a different format. Still others will need to be, for example encrypted/decrypted. The type of packet dictating the work flow to process the packet is typically contained in a header for the packet, and the type and scope for processing can only be known to the processor after a thread context is loaded to a register file, the register file is associated with a stream (active stream) and processing is commenced on a data packet.
In a referred embodiment of the present invention, as was illustrated in
As described immediately above, it is necessary to commence processing of a data packet before the nature of the packet may be known. Therefore, as packets arrive and register files are loaded, each context is given an initial high priority. For example, on a scale of seven, each initial context will be assigned a priority of six.
Now, as streams become available, register files are associated with streams, according to priority of the register files and the execution priority of the streams. Associating a register file with a stream starts the context thread in the stream, constituting an active stream. The stream's execution priority is now set to the high priority (in this example, six) of the context that was loaded. As processing of the newly-loaded packet begins, it may be determined that the packet is indeed a fast packet, and the high priority is indeed appropriate, in which case the processing will continue to completion. In the present invention, at the completion of processing of a packet it is desired that the next context started in the stream be the highest-priority-level waiting context. This is done in this example by selectively lowering the execution priority until a context loads, or the execution priority is zero. The only way zero will be reached is if there is no waiting context of any priority. In this situation the stream will remain idle until any context becomes available.
In this example, if the execution priority is six at the end of processing a packet, the execution level is reset to five, then four, and so on, which assures that the next context loaded will be the waiting context with the highest priority level.
As processing commences, however, it may be determined that the packet is of a type that deserves an intermediate priority. The thread running in the stream then lowers the execution priority to perhaps four. If there are no waiting contexts higher than priority four, the active stream continues to process the data packet to completion, and follows the example described above, wherein, upon completion the stream will set its execution priority to three, then two, and so on until a new context loads. If, however, a new packet has arrived, since new contexts are given an initial priority of six, the arrival of the new packet will force a context switch, causing the stream to cease operations on the slower packet, and to commence processing instead the new, higher-priority data packet, resetting the execution priority of the stream to six.
If the context switch ensues, the saved context still has a priority of four, and Will await opportunity for re-assignment to a stream for further processing, typically under control of the RTU, as described above. There is, of course, no guarantee that any newly arrived data packet is a faster packet, but there is a certain probability that this is so. If the new packet is a faster packet, then system goals are enhanced. If not, then the active stream, now at priority level six again may again lower its own execution priority to potentially delay execution of the newly loaded packet, and seek again a faster packet to process. The new packet, for example, may be a very slow packet, requiring decryption. The active stream may then lower the execution priority to two, and again force a context switch if a new packet has arrived for processing, in which case a context will be saved with a two priority for the slow packet, which will than wait for processing opportunity by virtue of priority. If a stream is running at an execution priority of two, no new packet (six) arrives, but there is a waiting context with a four priority, the four context will pre-empt the stream with the two execution priority, and so on.
In this manner, packets may be processed with priority according to type, even though the type cannot be known until the context is loaded and processing has commenced on each newly-arriving data packet, providing a new way for system goals to be met in data routing applications, while also ensuring processor efficiency.
Many other useful functions are consistent with the invention's teachings-regarding interstream control and communication. In a simple two-stream controller for a dedicated application, for example, with a fixed master/supervisor and a fixed slave stream, a single supervisory control bit for the slave stream could give the master stream a useful type of resource control, such as allowing access to a floating point unit, while allowing the slave to suspend such control during critical periods using the supervisory control bit.
The types of control that one stream may have over other streams through the mechanisms of supervisory control bits and stream control bits are not limited. A single type of control or a large number of controls may be appropriate, depending on the purpose of the system. Additional controls could regulate the sharing of global registers or global memory, memory protection, interrupt priorities, access to interrupt masks or access to a map between interrupts or exceptions and streams, for example. In a processor with one or more low power modes, access to power control may also be regulated through additional supervisory control bits and stream control bits or such control may be reserved exclusively for a stream that is running the master thread.
The type of control that one stream may have over another stream's resources can also take many forms. In one of the simplest forms, a simple two-stream controller, for example, to be used in a dedicated application, with a fixed master/supervisor and a fixed slave stream, a single stream control bit for the slave stream could give the master stream the ability to disable the slave during instruction sequences when the master needs full use of all resources.
Priorities and scheduling of any form described in priority document Ser. No. 09/216,017 may be implemented in combination with the new teachings of the present invention. If such priorities are not implemented, then a stream could exert a simpler form of control by directly blocking another stream's access to one or more resources temporarily. In this case the supervisory control bits representing priorities would be replaced with bits representing resource control. Priority maps would be replaced with one or more control bits used to temporarily deny access to one or more resources or classes or resource. For example, if one stream needs exclusive use of a floating point unit, it can be made a supervisor of the other streams, and set resource control bits denying access to the floating point unit in each of the other streams while it needs exclusive access. If another partially blocked stream encountered a floating point instruction, the instruction scheduler: would suspend execution of the instruction until the floating point resource control bit for that stream were reset by a supervisor stream.
It will be apparent to the skilled artisan that there are many alterations that may be made in the embodiments described above within the spirit and scope of the present invention. For example, there are many ways the supervisory characteristics and relationships between streams may be recorded and amended, beyond the examples provided. There is similarly a broad range in granularity in control that may be exercised, and so on. Accordingly, the invention is limited only by the breadth of the claims below.
This application claims benefit under 35 U.S.C. §120 as a continuation to U.S. patent application Ser. No. 10/071,547, filed Feb. 8, 2002, now U.S. Pat. No. 6,789,100, issued Sep. 7, 2004. U.S. patent application Ser. No. 10/071,947 claims benefit under 35 U.S.C. §121 as a divisional of U.S. patent application Ser. No. 09/273,810, filed Mar. 22, 1999, now U.S. Pat. No. 6,389,449, issued May 14, 2002. U.S. patent application Ser. No. 09/273,810 claims benefit under 35 U.S.C. §120 as a continuation in part of U.S. patent application Ser. No. 09/216,017, filed Dec. 16, 1998, now U.S. Pat. No. 6,477,562, issued Nov. 5, 2002. U.S. patent application Ser. No. 09/273,810 also claims benefit under 35 U.S.C. §120 as a continuation in part of U.S. patent application Ser. No. 09/240,012, filed Jan. 27, 1999, now U.S. Pat. No. 6,292,888 issued Sep. 18, 2001.
Number | Name | Date | Kind |
---|---|---|---|
4197579 | Forsman et al. | Apr 1980 | A |
4200927 | Hughes et al. | Apr 1980 | A |
5142676 | Fried et al. | Aug 1992 | A |
5291586 | Jen et al. | Mar 1994 | A |
5309173 | Izzi et al. | May 1994 | A |
5321823 | Grundmann et al. | Jun 1994 | A |
5361337 | Okin | Nov 1994 | A |
5390307 | Yoshida | Feb 1995 | A |
5461722 | Goto | Oct 1995 | A |
5511210 | Nishikawa et al. | Apr 1996 | A |
5535365 | Barriuso et al. | Jul 1996 | A |
5542088 | Jennings, Jr. et al. | Jul 1996 | A |
5546593 | Kimura et al. | Aug 1996 | A |
5561776 | Popescu et al. | Oct 1996 | A |
5572704 | Bratt et al. | Nov 1996 | A |
5600837 | Artieri | Feb 1997 | A |
5604877 | Hoyt et al. | Feb 1997 | A |
5632025 | Bratt et al. | May 1997 | A |
5649144 | Gostin et al. | Jul 1997 | A |
5694572 | Ryan | Dec 1997 | A |
5701432 | Wong et al. | Dec 1997 | A |
5713038 | Motomura | Jan 1998 | A |
5737590 | Hara | Apr 1998 | A |
5745778 | Alfieri | Apr 1998 | A |
5748468 | Notenboom et al. | May 1998 | A |
5758142 | McFarling et al. | May 1998 | A |
5758195 | Balmer | May 1998 | A |
5784613 | Tamirisa | Jul 1998 | A |
5812811 | Dubey et al. | Sep 1998 | A |
5815733 | Anderson et al. | Sep 1998 | A |
5852726 | Lin et al. | Dec 1998 | A |
5860017 | Sharangpani et al. | Jan 1999 | A |
5867725 | Fung et al. | Feb 1999 | A |
5913049 | Shiell et al. | Jun 1999 | A |
5913054 | Mallick et al. | Jun 1999 | A |
5933627 | Parady | Aug 1999 | A |
5946711 | Donnelly | Aug 1999 | A |
5987492 | Yue | Nov 1999 | A |
6016542 | Gottlieb et al. | Jan 2000 | A |
6018759 | Doing et al. | Jan 2000 | A |
6029228 | Cai et al. | Feb 2000 | A |
6052708 | Flynn et al. | Apr 2000 | A |
6061710 | Eickemeyer et al. | May 2000 | A |
6076157 | Borkenhagen et al. | Jun 2000 | A |
6105127 | Kimura et al. | Aug 2000 | A |
6115802 | Tock et al. | Sep 2000 | A |
6119203 | Snyder et al. | Sep 2000 | A |
6192384 | Dally et al. | Feb 2001 | B1 |
6212544 | Borkenhagen et al. | Apr 2001 | B1 |
6260077 | Rangarajan et al. | Jul 2001 | B1 |
6260138 | Harris | Jul 2001 | B1 |
6266752 | Witt et al. | Jul 2001 | B1 |
6272624 | Giacalone et al. | Aug 2001 | B1 |
6292888 | Nemirovsky et al. | Sep 2001 | B1 |
6308261 | Morris et al. | Oct 2001 | B1 |
6356996 | Adams | Mar 2002 | B1 |
6389449 | Nemirovsky et al. | May 2002 | B1 |
6430593 | Lindsley | Aug 2002 | B1 |
6442675 | Derrick et al. | Aug 2002 | B1 |
6477562 | Nemirovsky et al. | Nov 2002 | B2 |
6487571 | Voldman | Nov 2002 | B1 |
6493749 | Paxhia et al. | Dec 2002 | B2 |
6502185 | Keller et al. | Dec 2002 | B1 |
6535905 | Kalafatis et al. | Mar 2003 | B1 |
6789100 | Nemirovsky et al. | Sep 2004 | B2 |
6792524 | Peterson et al. | Sep 2004 | B1 |
7467385 | Nemirovsky et al. | Dec 2008 | B2 |
20020002607 | Ludovici et al. | Jan 2002 | A1 |
20020062435 | Nemirovsky et al. | May 2002 | A1 |
20030084269 | Drysdale et al. | May 2003 | A1 |
20070143580 | Musoll et al. | Jun 2007 | A1 |
20070294702 | Melvin et al. | Dec 2007 | A1 |
20080040577 | Nemirovsky et al. | Feb 2008 | A1 |
20090125660 | Nemirovsky et al. | May 2009 | A1 |
20090187739 | Nemirovsky et al. | Jul 2009 | A1 |
Number | Date | Country |
---|---|---|
0764900 | Sep 1996 | EP |
0806730 | Nov 1997 | EP |
0827071 | Mar 1998 | EP |
0953903 | Nov 1999 | EP |
2321984 | Jun 1998 | GB |
2103630 | Oct 1988 | JP |
63254530 | Oct 1988 | JP |
4335431 | Nov 1992 | JP |
546379 | Feb 1993 | JP |
09506752 | Jun 1997 | JP |
1011301 | Jan 1998 | JP |
10124316 | May 1998 | JP |
10207717 | Aug 1998 | JP |
WO9427216 | Nov 1994 | WO |
WO0023891 | Apr 2000 | WO |
WO0036487 | Jun 2000 | WO |
Number | Date | Country | |
---|---|---|---|
20050081214 A1 | Apr 2005 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 09273810 | Mar 1999 | US |
Child | 10071547 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 10071547 | Feb 2002 | US |
Child | 10921077 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 09216017 | Dec 1998 | US |
Child | 09273810 | US | |
Parent | 09240012 | Jan 1999 | US |
Child | 09216017 | US |